higher education commissionprr.hec.gov.pk/jspui/bitstream/123456789/6691/1... · ii acknowledgement...
TRANSCRIPT
ANTECEDENTS OF BRAND EXTENSION SUCCESS IN GLOCALIZATION: A
MEDIATION AND MODERATION ANALYSIS
by
YASIR ALI SOOMRO
A Thesis
submitted in partial fulfillment of the requirements
for the degree of Doctorate of Philosophy in Business Administration
to the office of Dean Faculty of management Sciences.
at the Iqra University,
Main campus, Karachi
Karachi, Pakistan
NOVEMBER, 2015
ii
Acknowledgement
Thanks to the Lord the creator of the world ALLAH for giving me all the bounties,
blessings and skills to produce this scholarly work. After ALLAH, I give credit to my
parents for my success; as they have made me what I am today. Producing literature
comes into me from my Father; who is a banker by profession, writer by choice and
author of three books and many to come. Writing this dissertation has been an amazing
journey that ended a chapter of my life, to start new one soon. I began working on it in
July 2013 and I have finalized it at the end of Year 2014. During this whole period my
motivation, dedication and concentration went like a business cycle or like an ECG
machine reading. This dissertation was the result of efforts, time and expertise provided
by quite a number of people associated to me. I take this opportunity to thank all those
who motivated me, especially my Father and my wife Sana Abbas, who pushed me when
I was down and sleepy by providing me with cup of tea to keep me awake that has
resulted in the completion of this task.
I would take this opportunity to convey my gratitude to my supervisor respected Dr.
Muzzaffar Ali Isani for taking me under his supervision and for providing his valuable
time and efforts to read my work; though he has been a very busy person due to his
personal commitments for the country as an economist, entrepreneur and professor. He
always has been an inspiration for me for his charismatic personality and knowledge. He
guided me in the right direction and recommended corrective suggestion from time to
time.
iii
Thanks to Dr.Javed Husain (Dean Faculty of management Sciences), under whose
leadership I have flourished and grown to become faculty member. I pay my regards to
all my teachers, who gave me knowledge and equipped me with necessary skills and
tools to complete this dissertation. I am also deeply grateful for the assistance and
acknowledge the help and resources offered by my university “Iqra University”. The
resources and literature made available to me in form of most recent publications,
magazines and books on marketing and branding as well as the inputs of permanent
faculties of the university has come a long way in the completion of this dissertation.
Most importantly I also pay my gratitude to Dr. Syed Akif Hasan for all the support
provided to me during my service as faculty member. His role as a leader and Vice
president of university is and will be appreciated by all. He will always be remembered in
prayers due to his unique way of motivating his team, believing and trusting upon us,
which has brought me to such a win win situation of the career. Others like Dr.Irfan
Hameed, Atif Shahab Butt, Adnan Fuzail, Rehan Shakoor, Syed Kashif Naqvi, Saher
Akber and many more in Iqra university family will endorse my point. Likewise our Vice
Chancellor Dr.U.A.G Isani has been supporting and motivating the research scholars to
contribute to the academia world.
I will also remember my fellow partner who began dissertation writing journey with me
and recently successfully done with his defense to be awarded doctorate degree Dr.Irfan
Hameed who has always been saying “Complete your dissertation boy”. Love and respect
for you brother.
iv
Thanks to all my friends Rehan Shakoor, Syed Ashad Bhukari, Abdul Ghani, Saad Khan
and Mr. Wahaj Kayani for believing in me and for all the support in up‟s and downs.
Cannot forget the special person who has been like or maybe I should say elder brother
Mr.Syed Asad Hussain; he is my source of lost energy and his advices have been source
of guidance.
Love and respect to my brother Dr.Qandeel Abbas Soomro, my mother Khursheed Jaffer,
my dad Ghulam Jaffer, my mama Shamshad Abbas, Dr.Ghulam Abbas and my lovely
three cousin sisters Elsa, Mahalaka and Pariwish and my companion of life Sana Abbas
for tolerating all the tantrums, moods swings and facilitating my wishes.
Thanks once again to all of them who have been my help and support throughout this
journey.
This Dissertation is dedicted to my Grand Father Haji Muhammad Hassan Soomro, My
parents, my Wife Sana Abbas and my son Zawar Yasir Soomro.
Regards
Yasir Ali Soomro
v
Abstract
This research is focused on finding whether brand extension strategy can be used in this
glocalized markets and what are the antecedents (Mediating and Moderating variables) of
successful brand extension? Glocalization has become a serious concern for managers
that they have to manage the global brands with local trends and local brands in the
global trends. Brand extension is a strategy in which new products can be launched under
existing brand name due to which multinational and local firms expects that their
consumers will respond to the product either positively or negatively because they are
already familiar of the existing brand name or the parent brand. Two actual real time
brands one representing close extension and other an example of distance extension has
been used in this research and the sample respondents have been selected in a way that it
is a good representation of population. No such broad and empirical research on brand
extension in Pakistani context has been carried out. The independent variables used in
this study are (1) Consumer Perceived Brand Concept, (2) Brand Image (3) Brand loyalty
(4) Brand Evangelist (5) Parent Brand Conviction (6) Perceived Risk of unknown (7)
Marketing support (8) Parent Brand Experience (9) Consumer Perceived Fit and
dependent variable was Successful brand extension evaluation. Self developed
questionnaire with items adapted from various past studies was self administrated among
the sample respondents by simple random sampling. For close (Sufi Frozen Food)
extension 464 sample respondents filled questionnaire. For Distance (Guard Rice)
extension 432 respondents filled out questionnaire. Questionnaire was distributed outside
famous big retail grocery stores like Agha‟s , Naheed, Chaseup and Imtiaz store located
in Clifton Schon Circle, Shaheed-e-Millat Road and KPT Interchange respectively. 27
vi
hypotheses were formulated for Close and Distance extensions. Data screening was
performed on the data collected like Missing values, Aberrant values, detecting outliers
(Mahalanobis distance) from the respondents, Normality test and questionnaire
reliability. Cronbach Alpha was taken out of 37 question items and instrument revealed
reliability with score greater than 0.6. Hierarchical regression, Single Mediation, Multi
mediation (Sobel Test, Preacher & Hayes test) and Moderation analysis were applied to
test the hypotheses. After test run lot of new concepts have unfold which are important to
know before one opts for brand extension strategy in the glocal market context. Results
reveal previous parent brand image built does not affect the consumer evaluation and
hence managers should not worry about the past positive or negative image while
deciding to use brand extension strategy for close or distance extension for brand
development. Perceived Risk of Unknown as moderator does not moderate the
relationship between Brand Image and Success of Brand Extension Evaluation. It means
that these days consumers in Pakistan are not worried to put their money on unknown
brand.
vii
TABLE OF CONTENTS
S.NO DESCRIPTION PAGE
NO.
1.
ACKNOWLEDGEMENT……………………………………… ii
2.
ABSTRACT……………………………………………………… v
3.
LIST OF TABLES………………………………………………
x
4.
LIST OF FIGURES………………………………………………..
xv
5.
CHAPTER 1: INTRODUCTION………………………………..
1.1 Overview
1.2 Background of the study
1.3 Problem statement
1.4 Research Objective
1.5 Relevance/ Significance of Study
1.6 Justification of Study
1.7 Scope of The Study
1.8 Delimitations of Study
1
6.
CHAPTER 2: LITERATURE REVIEW…………………………
2.1 Research Hypotheses……………………………………….
16
143
7.
CHAPTER 3: RESEARCH METHOD…………………………….
3.1 Research Design
3.2 Stimuli Selection
3.3 Data Collection
3.4 Research & Testing Instruments
3.5 Research Variables And Measurements
3.5.1 Dependent Variable:
3.5.1.1 Overall Success Of Brand Extension
147
viii
3.5.2 Independent Variables:
3.5.2.1 Brand Image
3.5.2.2 Parent Brand Conviction
3.5.2.3 Consumer Perceived Fit
3.5.2.4 Consumer Perceived Concept Consistency
3.5.2.5 Marketing Support
3.5.2.6 Perceived Risk of Unknown
3.5.2.7 Parent Brand Experience
3.5.2.8 Brand Loyalty
3.5.2.9 Brand Evangelist:
3.6 Questionnaire Constructs
3.6.1 Measuring Scale:
3.7 Questionnaire Pre-Testing
3.8 Sample and Sampling Technique
3.9 Sample Size
3.10 Empirical Model of Brand Extension Evaluation
3.11 Screening & Cleaning Data For Close Extension
3.11.1 Research Instrument Reliability:
3.11.2 Detection of Outliers
3.11.3 Factor Analysis:
3.11.4 Test of Normality:
3.12 Screening & Cleaning Data For Distance Extension
3.12.1 Research Instrument Reliability:
ix
3.12.2 Detection of Outliers
3.12.3 Factor Analysis:
3.12.4 Test of Normality:
8.
CHAPTER 4: RESULTS…………………………………………
4.1 Hypotheses testing and interpretation for close extension
4.2 Hypotheses testing and interpretation for distance extension
4.3 Hypotheses Assessment Summary………………………
198
9.
CHAPTER 5: CONCLUSION, DISCUSSION, MANAGERIAL
IMPLICATION AND FUTURE RESEARCH …………………
5.1 Conclusion ……………………………………………
5.2 Discussion ……………………………………………
5.3 Implications and recommendations……………………..
5.4 Future research...................................................................
290
10 References……………………………………………………. 301
11 Appendices……………………………………………… 323
12 Questionnaire Distance Extension 324
13 Questionnaire Close Extension 327
14 Result output of Close Extension data file 330
15 Results output of Distance Extension data file 380
x
List of Tables
S.No
TABLE(S)
Page
Number
1 3.1 Missing Values 160
2 3.2 Case Processing Summary 162
3 3.3 Reliability 162
4 3.4 Outliers 164
5 3.5 KMO and Bartlett's Test 165
6 3.6 Communalities 166
7 3.7 Total Variance Explained 167
8 3.8 Total Variance Explained 168
9 3.9 Component Matrixa 169
10 3.10 Rotated Component Matrixa 171
11 3.11 Component Transformation Matrix 173
12 3.12 Missing Values Statistics 178
13 3.13 Reliability Statistics 180
14 3.14 Outliers 182
15 3.15 KMO and Bartlett's Test 183
16 3.16 Communalities 184
17 3.16 Total Variance Explained 185
18 3.17 Component Matrixa 188
19 3.18 Rotated Component Matrixa 190
20 3.19 Component Transformation Matrix 190
21 4.1 Variables Entered/Removed 197
22 4.2 Model Summary 197
23 4.3 Anova 198
24 4.4 Variables Entered/Removed 200
25 4.5 Model Summary 200
26 4.6 Anova 201
xi
27 4.7 Coefficients 201
28 4.8 IV to Mediators (a paths) 204
29 4.9 Direct Effects of Mediators on DV (b paths) 204
30 4.10 Total Effect of IV on DV (c path) 204
31 4.11 Direct Effect of IV on DV (c' path) 204
32 4.12 Model Summary for DV Model 204
33
4.13 Indirect Effects of IV on DV through Proposed
Mediators (ab paths) 204
34 4.14 Bias Corrected Confidence Intervals 204
35 4.15 Variables Entered/Removed 207
36 4.16 Model Summary 207
37 4.17 Anova 208
38 4.18 Coefficients 209
39 4.19 Excluded Variablesb 209
40 4.20 Variables Entered/Removed 213
41 4.21 Model Summary 213
42 4.22 Anova 214
43 4.23 Coefficients 214
44 4.24 Variables Entered/Removed 215
45 4.25 Model Summary 215
46 4.26 Anova 215
47 4.27Coefficients 216
48 4.28 Variables Entered/Removed 217
49 4.29 Model Summary 217
50 4.30 Anova 218
51 4.31 Coefficients 218
52 4.32 Excluded Variablesb 219
53 4.33 Variables Entered/Removed 221
54 4.34 Model Summary 221
55 4.35 Anova 221
xii
56 4.36 Coefficients 223
57 4.37 Variables Entered/Removed 224
58 4.38 Model Summary 224
59 4.39 Anova 225
60 4.40Coefficients 225
61 4.41 Excluded Variablesb 226
62 4.42 IV to Mediators (a paths) 229
63 4.43 Direct Effects of Mediators on DV (b paths) 230
64 4.44 Total Effect of IV on DV (c path) 230
65 4.45 Direct Effect of IV on DV (c' path) 230
66 4.46 Model Summary for DV Model 231
67
4.47 Bootstrap results for indirect effects
Indirect Effects of IV on DV through Proposed
Mediators (ab paths)
231
68 4.48 Variables Entered/Removed 234
69 4.49 Model Summary 234
70 4.50 Anova 235
71 4.51Coefficients 235
72 4.52 Residuals Statisticsa 236
73 4.53 Variables Entered/Removed 237
74 4.54 Model Summary 238
75 4.55 Anova 238
76 4.56 Coefficients 239
77 4.57 Descriptive statistics and Pearson correlations
241
78 4.58 Direct and Total effects
242
79
4.59 Indirect effect and significance using normal
distribution 242
80 4.60 Bootstrap results for indirect effect 242
81 4.61 Variables Entered/Removed 245
xiii
82 4.62 Model Summary 246
83 4.63 Anova 246
84 4.64 Coefficients 247
85 4.65 Collinearity Diagnostics 248
86 4.66 Variables Entered/Removed 248
87 4.67 Model Summary 248
88 4.68 Anova 249
89 4.69 Coefficients 250
90 4.70 Excluded Variables 251
91 4.71 Collinearity Diagnostics 251
92 4.72 Variables Entered/Removed 256
93 4.73 Model Summary 256
94 4.74 Anova 256
95 4.75 Coefficients 257
96 4.76 Collinearity Diagnostics 258
97 4.77 Variables Entered/Removed 258
98 4.78 Model Summary 258
99 4.79 Anova 259
100 4.80 Coefficients 260
101 4.81 Collinearity Diagnostics 260
102 4.82 Variables Entered/Removed 261
103 4.83 Model Summary 261
104 4.84 Anova 262
105 4.85 Coefficients 263
106 4.86 Excluded Variables 264
107 4.87 Collinearity Diagnostics 264
108 4.88 Variables Entered/Removed 267
109 4.89 Model Summary 267
110 4.90 Anova 268
111 4.91 Coefficients 268
xiv
112 4.92 Collinearity Diagnostics 269
113 4.93 Variables Entered/Removed 270
114 4.94 Model Summary 271
115 4.95 Anova 271
116 4.96 Coefficients 272
117 4.97 Collinearity Diagnostics 272
118 4.98 Variables Entered/Removed 273
119 4.99 Model Summary 274
120 4.100 Anova 274
121 4.101 Coefficients 275
122 4.102 Excluded Variables 276
123 4.103 Collinearity Diagnostics 277
124 4.104 IV to Mediators (a paths) 297
125
4.105 Direct Effects of Mediators on DV (b
paths) 280
126 4.106 Total Effect of IV on DV (c path) 280
127 4.107 Direct Effect of IV on DV (c' path) 280
128 4.108 Model Summary for DV Model 280
129
4.109 Bootstrap results for indirect effects
Indirect Effects of IV on DV through Proposed
Mediators (ab paths)
281
130 4.110 Hypotheses Assessment Summary 284
xv
List of Figure
S.No FIGURE(s) Page
Number
1 2.1 The Brand Knowledge Pyramid 19
2 2.2 Brand Equity Factors 24
3 2.3 Brand Hierarchy Tree 27
4 2.4 ANSOFF Matrix 28
5 2.5 Brand Strategies 28
6 2.5Knowledge based Levels 91
7 3.1 Self Proposed Empirical Research Model 159
8 3.2 Scree Plot 169
9 3.3 Normal P-P Plot of Brand Image 173
10
3.4 Normal P-P Plot of Consumer Brand
Concept 173
11 3.5 Normal P-P Plot of Consumer Perceived Fit 174
12 3.6 Normal P-P Plot of Parent brand conviction 174
13 3.7 Normal P-P Plot of Marketing Support 175
14 3.8 Normal P-P Plot of Perceived risk unknown 175
15 3.9 Normal P-P Plot of Parent brand experience 176
16 3.10 Normal P-P Plot of Brand loyalty 176
17 3.11 Normal P-P Plot of Brand Evangelist 177
18
3.12 Normal P-P Plot of Overall Extension
Evaluation 177
19 3.13 Scree Plot 188
20 3.14 Normal P-P Plot of Brand Image 191
21
3.15 Normal P-P Plot of Consumer Brand
Concept 192
22 3.16 Normal P-P Plot of Consumer Perceived Fit 192
23 3.17 Normal P-P Plot of Parent brand conviction 193
24 3.18 Normal P-P Plot of Marketing Support 193
25 3.19 Normal P-P Plot of Perceived risk unknown 194
xvi
26 3.20 Normal P-P Plot of Parent brand experience 194
27 3.21 Normal P-P Plot of Brand loyalty 195
28 3.22 Normal P-P Plot of Brand Evangelist 195
29
3.23 Normal P-P Plot of Overall Extension
Evaluation 196
30
4.1 Simple model of Brand loyalty and Brand
Extension evaluation 202
31
4.2 Mediation model of Brand loyalty and Brand
Extension evaluation 203
32
4.3 Simple model of Marketing Support and
Brand Extension evaluation 205
33
4.4 Moderation Model of Marketing Support and
Brand Extension evaluation 205
34
4.5 Tested Simple model of Marketing Support
and Brand Extension evaluation 211
35
4.6 Tested Moderated model of Marketing
Support and Brand Extension evaluation 211
36
4.7 Model of Consumer Perceived Fit and Brand
Extension Evaluation with Brand Image as
Moderator
212
37
4.8 Simple model of Brand Image and Brand
Extension evaluation 221
38
4.9 Moderation model of Brand Image and
Brand Extension evaluation 222
39
4.10 Tested Simple model of Consumer
Perceived Brand Concept and Brand Extension
evaluation
229
40
4.11 Multi-mediation model of Consumer
Perceived Brand Concept and Brand Extension
evaluation
229
xvii
41
4.12 Tested Multi-mediation model of Consumer
Perceived Brand Concept and Brand Extension
evaluation
230
42
4.13 Simple Model of Brand Loyalty and Brand
Extension evaluation 235
43
4.14 Mediation Model of Brand Loyalty and
Brand Extension evaluation 235
44
4.15 Tested Simple Model of Brand Loyalty and
Brand Extension evaluation 243
45
4.16 Tested Mediation Model of Brand Loyalty
and Brand Extension evaluation 243
46
4.17 Simple Model of Marketing Support and
Brand Extension evaluation 244
47
4.18 Moderation Model of Marketing Support
and Brand Extension evaluation 244
48
4.19 Tested Simple Model of Marketing Support
and Brand Extension evaluation 254
49
Figure 4.20 Tested Moderation Model of
Marketing Support and Brand Extension
evaluation
254
50
4.21 Moderation Model of Consumer Perceived
Fit and Brand Extension evaluation 255
51
4.22 Moderation Model of Brand Image and
Brand Extension evaluation 266
52
4.23 Simple Model of Consumer Perceived
Brand Concept and Brand Extension evaluation 284
53
4.24 Multi-Mediation Model of Consumer
Perceived Brand Concept and Brand Extension
evaluation
284
Brand Extension Success: Mediation and Moderation analysis 1
Chapter 1: Introduction
1.1 Overview
After the 2007 global financial crisis majority of the economies have hit the
recessionary period and companies brand survival has been difficult in most part of
world. Majority of Small medium businesses closed down and large multinational
survived with issue that how to expand and diversify the business portfolio further. Today
with the rise of multinational companies, retail and sourcing chains such as Pepsi Co,
Coca Cola, Apple Inc, Samsung, Toyota, Wal-Mart etc in the context of neo-liberal
capitalism promoted by the WTO and other institutions as part of the (post-) Washington
Consensus, Most of these companies are very careful to spend a single penny on new
venture or product launch. Companies wanted to make sure that every dollar spend must
not go down the drain as the stakeholders objectives need to be served. So this chapter
elaborates the importance of brand extension and also identifies the gap in the literature
available on brand extension strategy.
A disappointment and high risk of new introduce brand to the customers can be reduce by
using an existing and familiar product name in a market for which customers have
already information. (Aaker& Keller 1990) .Using an existing brand name will increase
the consumer‟s attention towards new product and can easily become aware about the
actual offerings and benefits of new brand. This type of method of introducing new brand
could gain consumers attention but it can also cause some damage to the image of
company. This all cannot be ignored that the 30 to 35 % new launched product fail in the
market as they do not perform well in a particular market. The failure or survival of new
Brand Extension Success: Mediation and Moderation analysis 2
product depends upon few factors such as high competition, high advertisement cost and
the marketing strategies that these companies pursue.
A tactic to decrease these potential threats that has become popular more and more is to
follow a brand extension strategy. Indeed, this strategy became popular and has been a
common practice by the firms since 1984. In United States of America, until 1984, the
percentage of extension products as compared to new product launched in the fast-
moving consumers goods and products category was only 40% (Aaker & Keller 1990, p.
27), the share increased to 90% in 1991. Approximately more than 40 research studies
have been conducted all over the world during the time period of twenty years in order to
find and identify the conditions that lead to successful brand extension but some aspect
are still unfamiliar or unexplored.
Many MNC‟s develop product with different product categories in order to plan about
extending their market. These days this practice is common and it takes place in different
countries as well. Brand extension strategy and decision of firms affected the profitability
and economic condition by expanding globally. Xie (2012) pointed out the significance
of three different factors of understanding this particular issue, a MNC should keep in
mind while extending a brand into other country that is consumer-specific awareness,
industry-specific knowledge, and firm-specific aspects in a host market. MNC‟s use
brand extension strategies to expand their product categories globally, hence it is the way
they have figured out for expanding their operations. Point in time when an organization
utilizes their brand name for reaching out into another category or line in the "same item
class or to an item arrangement new to the association" it is considered as level
broadening (Pitta and Katsanis, 1995). Brand extension is also referred to as brand
Brand Extension Success: Mediation and Moderation analysis 3
leveraging, a situation or point of time when a firm uses existing well established brand
name which as of now exists to launch new product or products. Undoubtedly extension
again could be extended into two classes. One is line growth and other is license
expansion. Utilizing a current brand name and same class for entering an alternate
business part comes in the plan of line broadening. Representations of line expansions are
Pepsi and Diet Pepsi (Aaker and Keller, 1990). Distinctive delineations of line extensions
are shampoos for different functions or attributes, for instance, dry hair, smooth hair, and
dandruff hairs, etc. This procedure is generally more productive for developments in the
same arrangement as consumers can easily relate to same product category. Giving away
license to another firm of course is a system of using current brand name for entering an
item grouping that is new to the association.
Recently a study conducted by Kim and Chung (2012) revealed that brand familiarity is a
valid predictor of vertical extension evaluation of the company. Whereas, status
consciousness proved to be positive factor that predicts the vertical and horizontal
extensions. Literature specifies (Czellar, 2003; Grime et al., 2002), there are many of
studies on consumer approaches to or estimate of brand extension and on its effect on the
“equity” of the parent brand. Many of these studies have been of simplification and
repetition type, mostly of Aaker and keller‟s (1990) paper (Bottomley and Doyle, 1996;
Sunde and Brodie, 1993). Aaker & Keller (1990) in their paper” Consumer Evaluations
of Brand Extensions” accompanied an experimental research to get information on how
consumers form different approaches to understand brand extension tactics by analyzing
4 hypotheses established on 6 deep rooted popular brands, 20 hypothetical brand
extensions (e.g. Heineken beer to Heineken wine and Heineken popcorn) with sample
Brand Extension Success: Mediation and Moderation analysis 4
respondents of 107 participants. When there was found a greater “fit” in the original
brand and extended product on various aspects of quality, functionality etc, the approach
of brand extension was in favor of the company. Though, the rationality of the new brand
extension study in the FMCG setting conducted in North America has not been verified
in the south Asian conditions and specifically in Pakistan‟s context.
When MNC reaches its maturity period, and the management is fully aware of the fact
that their company's product has been labeled with the best product category, which takes
approximately a very long period to develop its credibility in the market. Then comes the
stage of taking the brand towards extension which is in literature known as "brand
extension" , where a company keeps the base product same also known as keeping the
parent product same but extending its product line, in a vast category. Adding certain
components of cultural trends and mixing it up with the most urban style and then
launching it in a form of a new product called brand extension keeping in view the local
conditions. In the global market, where all the focus circulates around cross cultural
dimensions, it is of immense importance for the company to first research the market first
in order to learn how diversified they can make their product line. It is really important
for the company to understand the target market's culture because there is no question in
understanding the fact the culture and surroundings are one of the most powerful
influencers in any society, which makes all the brand managers really very keen towards
the culture of the target market.
In today's world, people are bounded with values, traditions, social trends which really
drive their decision making. For today‟s brand managers, if they are going towards brand
extension they need to know and understand all these values, traditions and cultures. In
Brand Extension Success: Mediation and Moderation analysis 5
order to find the best ingredients for the product, a perfect manager goes through all these
aspects.
The point of adding extension in your product is to make your product diversified so that
the market and the customers would not label it with a single category that is a single
product line. The point we are establishing here is that perception. Perception is the key;
it acts as a driver in customers mind to make them recognize your brand.
When entering into the international market, MNCs have to go through all the political
barriers, the government rules and regulations, and all kinds of risks that occurs when
launching a new product line. Countries have traditional norms, values and informal
culture are certain barriers where company decides how to position itself, so that it may
be recognized as well as company's name will be established in the international market
and into the heart of local consumers. (Mao et al., 2012)
When a company is entering into the international market, it surely is at its maturity
stage, but when entering into the market which unaware of your brand, there a brand
manager need to apply the growing strategies of a product.
Franchising however is a shortcut when a company is looking into globalization. It has its
cost effective benefits. A company has to pay the royalty which is indeed a good option
because the brand is already been recognized, so actually the company which is
franchising has to pay for the image which has been already built.
Understanding the market is on the other hand a primary step when you are looking
towards extending your brand in the global market. For example if you are launching a
technology, you cannot launch it in a rural area, as people would have less or no
Brand Extension Success: Mediation and Moderation analysis 6
knowledge about your product. The point we are establishing here is that company needs
to know the fact whether the market for the product is potential or not. You first need to
know the aspects of your product and then you have to match those aspects with market
where you need to launch it into.
Brand extension can disappoint customers. It can come up short and damage the parent
brand image. It can succeed yet lessen the distinguishing proof with any one category. It
can weaken brand significance and in addition cause the organization to swear off the
opportunity to create another marking.
Brand extension is a strategy in which new products has been launched under existing
brand name due to which multinational firms expects that their consumers will respond to
the product either positively or negatively because they are already familiar of the
existing brand name or the parent brand. On the other hand there are also some
disadvantages of brand extension. In case the brand extension fails, it affects the brand
equity significantly, and there is also great chances that it will also disturbs the original
brand image as well as its meaning in the minds of their consumers. Thus it is very
important for the multinational firms to pay close attention to the strategy of brand
extension, because a single little mistake can destroy the brand equity on large extent.
According to (Kotler & Keller, 2012) “Two main advantages of brand extensions are
that they facilitate new-product acceptance and provide positive feedback to the parent
brand and company”.
When an already established brand name is used to introduce a new product in to a
market is called brand extension (Keller & Aaker, 1992)
Brand Extension Success: Mediation and Moderation analysis 7
Challenges will always be there in brand extension however how successful the parent
brand is. Before launching a new product into an existing market by already established
brand name multinational firms look for the consumers strong brand loyalty towards that
particular brand in order to expand the market. They do this just because to know about
the loyalty towards already established brand name which also makes a great contribution
in brand extension. This is one of the efficient ways to enter into a market because
already established brand name is already there in the minds of costumers.
Another reason why multinational firms prefer to use brand extension strategy to expand
the market is the lower cost as its relatively expensive to launch a new brand into
consumer market rather than launching a new product under the same brand name and
wasting too much money into launching a new brand also cannot guarantee for success of
that brand that‟s the reason companies prefer brand extension rather than launching a new
brand. Some of the successful examples are Diet Pepsi and Diet Coke gets benefited from
its parent products. Coca-Cola has launched around six extensions and that‟s the reason it
captured a larger market share as compared to the original brand. For example, Cherry
Coke, coke‟s extension became successful even without any considerable advisement.
It has been observed in what way managers attitudes whether to introduce fresh product
as a line extension or the arrangement and decision procedure underlying such Marketing
choices as a second brand ( Amber and Styles, 1997). ). In preceding periods scholars
have created important influences and benefit for clarifying how consumers assess brand
extension. (Riley et al, 2004)
1.2 Background of the study
Brand Extension Success: Mediation and Moderation analysis 8
In the scope of past researchers there are certain grades of limitations .How
consumers evaluate brand extension? In the past, researchers have used up to four factors
for ascertaining .In most of the previous studies academic learners/ students were
respondents of the hypothetical brand extension in past. The actual involvement of this
research is to determine the link of eight different variables that are related to consumer‟s
assessment of brand extension. Furthermore, 2 actual lifetime brands one presenting close
extension and other an example of distance extension have been used in this research and
the sample respondents have been strained in a way that it is a descriptive of population.
No such broad and empirical research on brand extension in Pakistani context or situation
has ever been conducted before according to the author‟s knowledge till date.
To raise brands equity, a common and most clearly practiced is brand extension strategy.
to decrease financial risks, costs of launching new products, , risk of losing market, and
unsuccessful the brand extension strategy is become very useful of new launched
goods.(Tauber 1981, 1985) forth rising sales/profit (Roedder-John, Loken and Joiner
1998).And market share of the company (Smith and Park 1992); and be capable to charge
a best price (Swait et al. 1993).ease a brand‟s consciousness, broaden a brand‟s qualities
and enhance worth of a brand can be improved by Brand Extension strategy(Levy 1997;
Milberg, Park and McCarthy 1997);and increase the consumer obvious value too (Aaker
1990; Keller 2003).customers have to be talented to enlarge the possibility of the brands
image and data sign to further portion, For successful brand extensions. Providers have to
know to raise the amount of customers that will admit the better-quality image and data
purpose of the extension. (Stegemann, 2006)
Brand Extension Success: Mediation and Moderation analysis 9
Brand extension is single best dominant tactical tools and method to enlarge its main
purpose and parent brands image into fresh companies by influencing its brand names
previously recognized i-e Pepsi and Aquafina Water by Pepsi.
Further to the qualities and benefits of brand extension plans, it can reduce the cost of
gaining circulation and improve the productivity of marketing outflows. As an effect,
brand extensions carries the amount of reimbursements to organizations or even advances
the parent brand status. On the other side, certain threads are related with this policy;
brand extension can also harm the brand labels recognized and weakened the name of the
parent products.
As a result, recent research has well thought-out and taken care of how managers might
enhance the likelihood of consumer approval and acceptance when launching less similar
extensions. For illustration, research proposes that a high price strategy used to introduce
a less similar extension may improve and boost extension quality evaluations as price-
quality inferences are more likely for distance extensions than close extensions (Taylor,
2002). In addition, others have revealed that perceptions of unrelated extensions may be
positively favorable when ads for these extensions are exposed over and over again (Lane
2000); that brand extensions introduced in an ordered fashion (from closest to distance
from the core brand) may create positive perceptions of consistency resulting in greater
likelihood of purchase intention and Behavior of trial. (Taylor, 2002)
Managers of various companies assume that they can achieve impartiality of well
reputable brands once arriving fresh markets places, depends on goodwill, brand
recognition and constructive relationship with consumers. Case studies thrive to effective
brand extensions. For instance, Bic with the launch of its ballpoint pen, magnificently
Brand Extension Success: Mediation and Moderation analysis 10
straighten into disposable lighter and razors; likewise Caterpillar, successfully extended
heavyweight machinery into shoes, clothing and purses. But various solutions and
problems stories are also accessible as examples. For instance, Bic‟s extension into
perfume was a great disaster as it paved away from its basic beliefs. (Keller, 2000)
Decision of the brand extension strategy is really significant. Mainly as it has threads as
well as opportunities linked. The incorrect selection or choices and incorrect extensions
might bring into being harmful affiliations that can be excessively to change (Ries and
Trout, 1981).The mess influence the extension strategy as well as existing brand image
(Ambler and Styles, 1997; Martinez and Chernatony, 2004). Assuming that the decision
is in error, one can miss the significant period and resources and further market
opportunities miss (Aaker and Kelller, 1990). As a result, in consideration to be common
terms with the determinants that most influence the brand extensions success is
substantial matter for the academic scholars and marketing experts. If they recognise the
causes and in what way the consumers have a positive mental outlook against “The
extensions” this closet will lead companies to make effective growth strategy in an
arising market and blue oceans at the same time escaping the drawbacks? Inside that
opportunity the purpose of this research is to outline the effects of formative determinants
on the brand extension‟s success in an arising market.Against this background, this
research study seeks to make a number of important contributions to the success of brand
extension strategy by finding the antecedents that lead to its success in the market. This
research offers a large-scale empirical study that overcomes the discussed limitations of
past research by covering lot of factors like brand image, brand loyalty, Perceived brand
image and lot more to a much extent.
Brand Extension Success: Mediation and Moderation analysis 11
1.3 Problem Statement
Over the last few decades failure rates of new product have increased
tremendously in Pakistan and even globally; therefore, firms have reverted back to brand
extension strategy to launch new brands, because of inbuilt advantages including its high
acceptability, low promotion cost and comparatively less chances of failures. Despite
these advantages still companies are facing trouble launching new brands through Brand
extension. Therefore, various marketing researchers have been focusing in finding the
factors that consumers use for “evaluating the brand extension”, or the factors that
invariably contributes towards the failure or success of brand extension strategy. The
focus of this study is to identify the variables that consumers uses for evaluating success
of brand extension. The independent variables used in this study are (1) Consumer
Perceived Brand Concept, (2) Brand Image (3) Brand loyalty (4) Consumer Perceived Fit
(5) Parent Brand Conviction (6) Perceived Risk of unknown (7) Marketing support (8)
Parent Brand Experience (9) Brand Evangelist. And dependent variable is Successful
brand extension evaluation. The relationships of these independent variables, with the
dependent variable “Successful brand extension evaluation” will help and assist
marketing managers of local and even multinational companies to use brand extension
strategy more effectively and successfully in their planning process and launching phase
in this glocalized market.
1.4 Research Objective
After the clear problem statement, the objectives of the research are as following:
1. Identify the variables that affect the success of brand extensions.
Brand Extension Success: Mediation and Moderation analysis 12
2. Develop an empirical model of understanding Consumer Evaluation of Brand
Extension showing relationships of the variables and validate the model for
Distance and Close extensions.
3. Identify variables that mediate the relationship between Dependent Variable and
independent variables. Mediators address “how” or “why” X(IV) causes Y(DV).
4. Identify variables that moderate the process while evaluation of Brand extension.
Which independent variables as moderator have enhancing, Buffering and
antagonistic interaction in the process of evaluation. A moderator is a variable
added in the model that specifies conditions “when” or “for whom” a given
predictor (x) is related to a/an criterion/outcome variable. The moderator explains
a situation „when‟ a DV and IV have relation.
1.5 Relevance/ Significance of Study
The research has practical relevance with the field of Marketing and the theories
in Marketing, Consumer Behavior and Psychology and so forth. Precisely the research
findings will add up to the knowledge of brand management strategies. Through this
research scholars having interest in marketing and particularly on the topic of Brand
extension are actually going to learn a new insight as antecedents of brand extension
success have not been tested and conclusive evidence has not be published yet in market
where brands are global but market are local so how local brands can survive in this
glocalization? This study has been carried out to answer all the questions raised.
1.6 Justification of Study
Brand Extension Success: Mediation and Moderation analysis 13
No substantial work has been done in this area or problem before in Pakistan and
around the globe for Brand Extension especially with real example of close and
Distance extension examples.
It has been recommended by several previous research papers to test these aspects
and to fill this gap author has taken up this extensive mediation and moderation
study research.
This research incorporates real brand extensions from Market and responses of
consumers regarding them instead of imaginary extensions like in previous
research studies.
1.7 Scope of the Study
This study will provide insight and knowledge to Marketing Managers of
different organizations particularly local Pakistani companies trying to nourish
their brands in comparison to global multinational brands. Hence all the
marketing managers will benefit from this research and will know how to manage
their business and Brand / product portfolio accordingly.
It will benefit the students and scholars of business administration to know the
real aspect of Brand Extension and various Factors of Brand extension that lead to
the success of this strategy in this credit crunch and sluggish glocal economy.
1.8 Delimitations of Study
The limitations included failure to include various other possible variables that
were suggested by published literature other than from the selected ones, and also any
issues or assumption related to statistical test application analysis.
Brand Extension Success: Mediation and Moderation analysis 14
The first limitation as pointed out is the failure to include other potentially relevant
variables used in Brand extension studies. The Data Collection (questionnaire instrument)
tool has been developed from various studies and suggested models found in previous
researches. It has never been used in Pakistani context but likewise other previous
instrument items had demonstrated reliability and validity, but there lies a doubt the items
were not specifically developed for use in Pakistani context so it shows reliability but not
sure about the validity of the items over longer period of time. It can be possibility that
factors specific to the Pakistani consumer might have been omitted from this research
study or might have been ignored. Other factors could also have an influence on
consumer evaluation of brand extension success and should be taken into consideration
when reviewing this study. But author after thoughtful process ended up choosing the
eight variables for conduct of this research by keeping Success of brand extension
evaluation. These omissions also provide opportunity for further research.
The final limitation is related to statistical analysis. According to Alreck and Settle
(1995),
Statistical analysis is the process of computation and manipulation of sample data in
order to suppress the detail and make relevant facts and relationships more visible and
meaningful, and to generate statistics in order to make inferences about the population as
a whole. (Wallace D. Boeve, 2007)
In the conduction of statistical analysis, certain assumptions have valid results on only
quantitative data. Significant information can be gained from qualitative data as well.
This study statistically evaluated only quantitative data and assumed full response to all
questions by all participants. However, the statistical analysis did not account for a
Brand Extension Success: Mediation and Moderation analysis 15
responder‟s decision to skip questions. The Financial limitation was also a hindrance as
the research was self funded so author bear all the expenditure on questionnaire printing
and paid all the people who assisted in data collection method. The top most limitation
was time constraint as the research needed to be finalized during the time period of the
program.
Brand Extension Success: Mediation and Moderation analysis 16
Chapter 2: Literature Review
This chapter opens with review of the brand extension literature and intends to set
a theoretical framework of the thesis by introducing the key areas needed to create basis
of researcher’s analysis. Thus, it begins with a short description of the brand, brand
management strategy, brand extension, advantages of Brand extension, drawback in
brand extension, rationale behind brand extension, categorization theory and congruity
theory. Researcher than considers how various variables such Consumer Perceived
Brand Concept, Brand Image, Brand loyalty, Consumer Perceived Fit, Parent Brand
Conviction, Perceived Risk of unknown, Marketing support and Parent Brand Experience
may affect the overall evaluation of consumer regarding brand extension success for
close extension and distance extension. Brand Extension Strategy and managing brand in
globalization. Glocalization and how brands have sustained has been also discussed
before the chapter ends with hypotheses of research.
Brand:
Kotler and Armstrong (2007) has defined brand as a tag, duration, logo, sign,
policy or a mixture of these features used by the firms for classifying their products and
to distinguish the competitor‟s brands. According to American Marketing Association a
brand is: "A design, term, sign, figure, and name, or a merger of them, planned to classify
the goods and services of one seller or cluster of sellers and to discriminate them from
those of competition," (American Marketing Association 2007). (Jalees, 2008)
In a comprehensive market, where there is a strong and competitive marketing strategy, it
is extremely crucial that the firms must stand their products in other way. Many
Brand Extension Success: Mediation and Moderation analysis 17
marketers has been developed branding strategies as it is an important part in one product
processes of life form. The spirit of the brand is a sole simple worth that is accepted and
appreciated by the consumers. Firms are creating full potential efforts to associate their
product with brand names that have definite and strong (Davies & Ward, 2005). In
respect to, consumers commonly look and examine for brand-named product as the count
of reference, when making and buying choices in usual.
As a result of continuous variations in the marketing environment, a lot of researchers
have recommended that the perfect method to do business for any firm is to form a
healthy brand (Aaker, 1991; Lannon, 1993) since popular brands are expected to attempt
firm competitive benefits to endure the growing ability of stores (Park & Srinivasan,
1994). Therefore, in fight against opposition and achieving market shares, brand building
is an essential strategy. (Adams, 1995)
From the end of the ancient history, the traces and basics of branding go way (Farghuhar,
1990). Furthermore, earliest agriculturalists consistently apply burning procedure to place
sign on bovine animals with the use of heated iron (Nilson, 1998).Marketers says that,
“Branding is the creativity and vital element of marketing.” In other words, sellers or
makers are identifies by a brand. Restricted privileges decided to the sellers to adopt
brand name in constancy, under the trademark law. Branding must be used for
establishing brand awareness and evolving associations in conformance with firm‟s
strategic goals. (Keller, 1996)
Seller promises as a brand the he deliver exact set of qualities, profits, ethics and reveals
culture then describes workers. In recent time marketing, it is important to let the client
Brand Extension Success: Mediation and Moderation analysis 18
do formation of material and immaterial principles to differentiate between one product
to another. Kotler explains in “Six Dimensions of the Brand” that the idea of personality
and six stage of meaning that consumer originate from invention.
Qualities Brand interconnects definite features, such as reputation, costly,
powerful, well-engineered, long lasting etc.
Profits Brand creates a product‟s features stronger through collaborating a set
of assistances.
Morals A brand represents a company‟s middle values and belief arrangement.
Traditions A brand is ambassador the culture of the manufacturer. For example
Mercedes represents German culture: efficient, organized, high quality
Behavior A Brand can develop behavioral character patterns of
Users.
Customer The brand recommends Those customers who buy their manufactured
goods.
From customers point of view, brand names are also become essentials as product itself
that make purchasing process too much easy. This trend also arouse the Question for
Companies that, “They should just market their Brand Names “JUST A NAME” or they
should Market Whole Product”.
The major challenge is to create name of a brand in a consumers mind, once a brand
image created in a consumer‟s mind then it also lead influence the consumer‟s purchasing
process towards such product. The biggest benefit of a brand image is also helps to enter
Brand Extension Success: Mediation and Moderation analysis 19
into new markets or into a new product line. On the other hand globalization recognized
wonderful brand consciousness and this isn‟t dependent on accessibility of manufactured
goods (Czinkota & Ronkainen, 2001). For example, brands like KFC, Nandos, NIKE
etc are very popular even before they were enter into the market in our country.
Brand Knowledge
It is related to brand consciousness (do consumers know and remember the brand)
and brand image (what positive or negative attributes consumers associate with the
brand). Various scope of brand knowledge can be determined in a pyramid (adapted from
Keller 2001), in which every level of ingredient offer the basis of other level of element.
With the help of functional and emotional brand relations, consumers make brand
awareness. Measures of brand knowledge are also called “customer mindset” procedures
because it defines how the brand is professed in consumer‟s mind.
Figure 2.1
The Brand Knowledge Pyramid
Brand Extension Success: Mediation and Moderation analysis 20
Brand Equity
Brand equity is defined by Kotler (1991) as “the positive differential effect that
knowing the brand name has no response to the product or service”.
It is relationship between brand and its consumers following an income to be realized in
future. Kotler and Armstrong (1996) determine brand equity as a tiresome task.
Famous brand means it has high brand equity which helps them in achieving „customer
brand loyalty'. Brand awareness and brand loyalty are major advantages of brand equity.
Brand must be conserved by adopting strategies which helps in maintaining brand
awareness and quality. (Kotler & Armstrong 1996)
The Development of Brand Equity
The Famous author Kotler (1991) explains Brand Equity as “The positive
differential effect that knowing the brand name has on customer response to the product
or service”
Brand equity is the actual connection of brands and its consumers, because of this
ensuing in a excess of income over expenditure is achieved in the near future. Kotler and
Armstrong (1996) determined the view of brand equity causing task in the year 1996.
So , a powerful and famous brand reflects its has high brand equity that supports in
getting a higher customer brand loyalty, name knowledge , higher expected quality, and
positive brand reflection. Foremost advantages of brand equity are brand knowledge,
relevance and the brand loyalty that supports in looking forward and declining marketing
expenses. Brand is the important equity; for the reason, it should be carefully preserved
Brand Extension Success: Mediation and Moderation analysis 21
and defended and protected by getting new strategies that help in improving brand
awareness, perceived brand quality and positive and relevance. (Kotler & Armstrong,
1996)
Chay (1991), explains brand equity that the brand equity is a set of relevance and
behaviors on the brand‟s consumers, channel authorities, and the parent company that
permits the brand to earn on bigger scale or bigger profit difference than it can without
the name of the brand and which gives the brand a powerful, sustainable, and competitive
advantage over competition and enemy brands (Chay, 1991, p.30). This makes a clear
relation between a product‟s value, and its financial and goodwill, Aaker (1991) also
explains the problem , making a difference among several perspectives from which brand
equity can be viewed.(Moss, 2005)
Aaker (1991) presented the concept of brand equity in form of assets of the firm and
concluded that brand knowledge, brand relevance, the quality, brand loyalty and other
assets are the five main pillars of brand equity. By definition, brand awareness reflects
the strength of a brand‟s presence in a consumer‟s mind (Pappu, Quester, & Cooksey,
2005) it is related to the power of the brand node in the memory (Rossiter & Percy,
1987). Same as, brand relevance is based on how customers collect memory of a brand in
terms of favorable properties of the brand (Keller, 1993). The quality is the other pillar
that is defines the consumer‟s idea about a product‟s superiority (Zeithaml, 1988). The
brand loyalty pillar defines a profound relationship to buy again a preferred product or
service continuously in the coming time, different situations influence marketing efforts
having the capability of changing behavior. The last pillar is proprietary brand assets it
Brand Extension Success: Mediation and Moderation analysis 22
includes price, brand ruling, brand image, the value, organization‟s relevance, market
distribution, price and many more things. (Aaker, 1996)
Aaker‟s concept in (1991) of brand equity, many investigators (Keller, 1993; Pappu,
Quester, & Cooksey, 2005; Yoo et al., 2000) have suggested many angles of brand
equity. For instance, Pappu et al. in the year (2005) said the brand equity is based on four
major angles; brand knowledge, brand relevance, quality, and brand loyalty. Many others
as Shocker and Weitz (1988) suggested brand loyalty and brand relevance as main
dimensions of brand equity, as Keller (1993) suggested the brand awareness and brand
personality are two sub-angles of brand awareness. As, Yoo et al. (2000) suggested the
quality, brand loyalty, brand knowledge and the relevance are the four major pillars of
brand equity. The investigation focuses on the three of the pillars of brand equity,
relevance, knowledge, and quality. The 3 dimensions of brand equity have been already
used in the last brand expansion research (Lee & Black, 2008).
Brand equity is the major source of a firm can have, and brand equity calculates and
manages consistently major branches of the investigation in academics and industry.
Many research theories on brand equity have looked up the issue from the view point of
the consumer or the firm. Brand equity investigation from a consumer‟s view of point it
involves data on consumer mind calculations of brand equity from the consumer from
assessments and utilizing the information to test the consumer‟s view point, emotions,
and behavior to the brand. It may involves collecting information on the consumer‟s
liking attitude, self reported or the real purchase information, utilizing it to experiment
the increasing value that the brand has on the consumer‟s value and the choice of
Brand Extension Success: Mediation and Moderation analysis 23
behavior. To improve brand equity, most obvious strategy is to increase products. The
Brand planning permits firms decrease financial risks, risk of loss of market, fails in cost
of launching new brands (Tauber, 1981, 1985); increasing sales (Roedder-John, Loken
and Joiner, 1998) and market distribution of a firm (Smith and Park 1992); and able to
charge a suitable price (Swait et al. 1993).The extension of Brand strategy also increase
and provide a brand‟s knowledge, broaden up a brand‟s benefits and adding up the value
to a brand (Levy 1997; Milberg, Park and McCarthy 1997) and highlighting up the
consumers perceived value as well (Aaker 1990; Keller 2003). For successful brand
extensions, consumers have to be able to expand the scope of the brands image and
information signal to other part; suppliers have to be clever enough to increase the
number of consumers that will accept the improved image and information function of
the extension . According to few researches; brand equity could be measured from two
perspectives. One is “financial evaluation approach” and the other is “consumer-based
approach”. The financial evaluation approach is linked to the financial and economic
value of the brand, and the consumer-based approach eyes on the brand itself that is how
much value the consumers associate to the brand. Brand equity is also considered as build
up profit that could be cashed at a future date. Conversely, brand equity research from a
firm‟s perspective generally involves the use of pragmatic market data to review the
brand‟s financial value to the firm. The market in question may be a geographic or
tangible product market, where performance measures such as market share or profit
making can be utilized, or it could be a financial market, where performance measures
such as the firm‟s stock price on the Stock exchange or other financial indicators may be
used to evaluate the brand‟s value or equity. (Stegemann, 2006)
Brand Extension Success: Mediation and Moderation analysis 24
Figure 2.2
Brand Equity Factors
From all the major factors that affect brand equity the ones selected were based on the
basis of importance given to these factors in the major marketing books like the
Brand Extension Success: Mediation and Moderation analysis 25
Philip kotlers various editions etc. They mostly affect a consumer‟s choice when a well-
known company through umbrella branding launches and introduces a new product
offering in the market. The majors factors selected are:
1. Association with the parent brand: The association that consumers made with parent
brand motivates them to buy new products of that company if the company is a steady
performer. If it has been providing higher quality over the course of time the consumer
will feel comfortable in associating itself with the brand. This will establish brand equity
through the word of mouth.
2. Familiarity of the parent brand –Proper usage of advertising and Public Relation strategy
by the firm to make the maximum target market familiar with its brand and product
offerings. If the people are familiar and aware with the brand they tend to use its new
version.
3. Awareness of the parent brand – Brand awareness is the first step it actually shows how
well the brand has climbed the BRAND LADDER.
4. Longitivity of the parent brand – Does the brand have a history. How long the brand has
been in the market how long it have been serving the people; affects the consumers‟
choice of new brands launched by the firm.
5. Reliability of the parent brand- Reliability affects the customers on the basis of how
comfortable, secured, trust worthy the consumer feels while using the product.
Meenaghan (1995) stated that there is a palpable correlation between the efficient
branding of a product or service, and the display of brand loyalty in consumer purchasing
patterns. As per the previous saying of Meenaghan, Oliver also describes loyalty as a
“deeply held commitment to re-buy or re-patronize a preferred product/service
Brand Extension Success: Mediation and Moderation analysis 26
consistently in the future, thereby causing repetitive same-brand or same brand-set
purchasing, despite situational influences and marketing efforts having the potential to
cause switching behavior". (Moss,2005)
Significance of brand equity, stress a need for a more realistic experience and relative
research to asses and validate the usefulness of brand evaluation methods (Farquhar
1990). The recent events of merger and acquisition trends have also inevitably improved
the importance of measuring brand equity (Tauber 1988). The task of brands is so far
beyond product differentiation or competing for market share. They are gathered
annuities which the firm can obtain from its balance sheet (Tauber, 1998)
Through Brand equity organization can create a strong competitive edge over
competitors, „through building awareness, image, and linking associations‟ (Keller 1998).
A well-established brand would always have an enhanced insight of needs, wants, and
preferences of consumers than the brands that are not competitive at all in the market.
Consequently strong and renowned brands would assist in creating effective marketing
programs that could go past consumer expectations from the product offering. (Keller
1998).
Brand Hierarchy Tree
Logical illustration of the brand‟s structure can be by using the brand family tree
together with all the related sub-brand branches of the firm or organization. The
following figure can be viewed as an organogram or organizational hierarchical chart.
The horizontal and vertical dimensions are clustered after numerous factors such as
segment, product, quality and design. (Aaker, 2000)
Brand Extension Success: Mediation and Moderation analysis 27
The horizontal dimension of the tree or figure shows the scope of the brand in terms of
the sub-brands that fall under the brand umbrella in the box visualized “Colgate” as a
parent brand. The vertical dimension shows the brands and sub-brands that exist for an
individual product-market entry (Aaker, 2000).
Figure 2.3
Brand Hierarchy Tree
The visualize outline of the entire brand and product offerings directs the brand managers
to keep and look and watch on its whole brand and to analyze for shot comings. The issue
here is how these brands can be reinforced and revitalized, what message they convey or
pass on to the consumer and what changes and up gradation to the particular message can
be done. (Aaker, 2000)
Brand Management Strategy:
Brand management strategy involves portraying a tactical plan for forming,
building and nurturing brands. Keller (2003) proposed Ansoffs product/market expansion
grid. Various growth strategies are categorized in this grid involving whether the
Brand Extension Success: Mediation and Moderation analysis 28
organization is involved in existing or new products and whether they are eyeing on
targeting exiting customer or existing customers or markets. (Keller, 2003)
Figure 2.4
ANSOFF Matrix
Brand Development strategy includes decisions related to brand extension, line extension,
multi branding, developing new brands and brand rationalization.
Strategies Of Brand Management:
Figure 2.5
Brand Strategies
Brand Extension Success: Mediation and Moderation analysis 29
Line Extension:
Line extension gives products a unique idea or thought by providing them new
different names, sizes, shapes and taste to the product which is existed and it differentiate
the product by their own produced product like a product in other categories. For
example, Sensodyne was first introduced as normal toothpaste that focuses on sensitivity
of the tooth but now it introduced many other categories like sensodyne rapid action,
sensodyne original, sensodyne cool gel etc. (Kotler & Armstrong, 2005)
Multi Products:
It introduced more or new products in the identical product kind. For Example,
Papua New Guinea (PNG) in Pakistan markets has many unlike products which fit in the
same product kind or category. (Kotler & Armstrong, 2005)
Newly Introduced Products:
Brand Extension Success: Mediation and Moderation analysis 30
It excludes to create a new product in a new product kind. For example, Pepsi co.
introduced juice with a brand terminology Slice which was a new product and also
launched Lays chips. (Kotler & Armstrong, 2005)
Brand Extension:
Brand extension strategy is when a former name of brand is utilized for entering
on the road to modified or /class some other product. (Aaker 1991)
Brand extension is one of the finest strategies used by marketers to expand further in the
market i.e. The company launches novel (commodity) merchandise under popular and
accessible name of the brand. This is done because the MNCs think that customer will
have favorable thought about the new product which is launched under established brand
name and they perceive it as containing similar attributes or new attributes with good
quality. The consumer also responds quickly to the offering because of their familiarity
with parent brand and they also have positive feeling about it. Brand extension is very
unique and famous strategy that can be used to expand market for multinational
companies in the globalize world. (Estes et al., 2012)
Consider the example of brand extension of Life buoy first they launched its soap
called life buoy soap then they came up with its shampoo, then hand wash and finally
they launched hand sanitizers of it .
Another example of Unilever brand extension in international market is of KNORR.
They have its yakqni, noodles, ready to cook soup, knorr ketchup, chicken cubes etc.
Another example of brand extension of Multinational company Unilever has DOVE
shampoo in various market, initially the launched its soap then shampoo and finally
Brand Extension Success: Mediation and Moderation analysis 31
conditioner of dove. And similar incase of lux (soap, shower gel, body wash, shampoo,
hand wash), Axe (deodorants, axe shower gel, shaving cream),and old spice .
These all big MNCs including Unilever are very successful when it comes to using brand
extension and all of the brands are successfully launched. And having huge market share
Brand extension has also helped various brands to increase their market share and earn
more profit from the established brand name. Similarly brand extension is also the basis
of cutthroat benefit .competitive advantage within a sense to help to reduce cost as
compared to competitor brand.
In brand extension the companies bring improvement, innovation and new variants for a
fresh goods. The benefits of product extension are that it can increase promotional
efficiency, the customer risk of purchasing product is reduced, easiness in distribution
channel because of parent brand (Keller, 2002).
The companies also use brand extension because of the lower cost ,when a new brand is
introduced in market it will have more overall cost as compared to the brand extension
which results in less expense and reduced cost for the multinational companies in this
competitive globalize world. The company can save billions of dollars from brand
extension and it can invest in other products and brands and guaranteed success, that is
why companies prefer brand extension for expanding the market share in globalize world.
It is an extension in which a product uses their trusted name to launch a new product in
the same or other kind so that consumers have a positive opinion about the product of
their quality and reliability. For example, Caterpillar (CAT) was first introduced as steam
engine later on it deals with variety of products like Caterpillar Shoes, Caterpillar
Tractors, Caterpillar Sandles, Caterpillar Bags etc. (Kotler & Armstrong, 2005)
Brand Extension Success: Mediation and Moderation analysis 32
Horizontal brand extensions
Company using the current name of the brand for Prolonging into a Fresh product
to a similar product category which is fresh to firm product grid it‟s termed as horizontal
extension (Pitta and Katsanis 1995). The Horizontal brand extension is termed as a fresh
product is to be introduced into current brand name in the marketplace. The freshly
extended produce might just be standardized as a product category or be in a same
product class that is entirely fresh to the firm (Chung et al., 2001). For example, Dove
soap presented Dove cleansing product as its freshly extended brand. Here, Dove
cleansing product is a new merchandise class from its innovative brand, Dove soap
(Chung et al., 2001). Aaker and Keller (1990) more over specified that established on the
conflict; the two other sorts of horizontal brand extensions that be both the line extension
and franchise extension. As Aaker and Keller (1990) have stated, they emphasize on the
brand categories that is Line and franchise extension is distinct (Aaker & Keller, 1990).
The line extension policy works as same parent brand name which competes in
innovative marketplace in the exact same product class. Treating a current name of the
brand and comparable product class for completing a fresh market sector drops in the
group of line extension. Line extensions specimen could be 7UP and Diet 7UP. Towards
health conscious consumers diet 7UP and diet Pepsi is specifically targeted. A different
example of line extensions is shampoos for different consumers like oily hair, and
dandruff hairs and a few more. As a line extension strategy is a core product it‟s usually
successful for extensions in the same category. In difference, introducing a product
category that is new to the company Franchise extension is a strategy of using the present
Brand Extension Success: Mediation and Moderation analysis 33
brand name (Tauber, 1981). Whereas, to introduce itself in a new market with a different
product category that is comparatively fresh to the company the franchise extension
strategy uses a present parent brand name. For example, Caterpillar one of the worlds‟
leading producers of construction and mining equipment, launching its clothing lines are
a perfect for the franchise extension (Pitta & Katsanic, 1995).
Distance extension
In addition, researchers have contested that Distancing techniques can also be
used successfully to explain the extinction strategy (Pitta & Katsanic,1995).The
Purposive increase in the perceptual length of the extension of the core brand is termed as
Distancing technique (Pitta &Katsanis, 1995). Contrary to distance extension, a “close
extension” is when the core brand is extended into related or similar class. The discrete
product category is called “Distance extension”. In such circumstances, the overall
quality association of core brand is most important for success of the extended brand.
Distancing is a decisive attempt to nurture and expand the perception of the core brand
and the extension product (Kamal, 2003). As expected Horizontal extensions are
naturally distanced, i.e., the definite positioning of the extended product from its core
brand (in lieu of an introduction of new product categories) and disaster in the extensions
are unlikely to stain the picture of the core brand (Pitta &Katsanis, 1995). This is because
horizontal extensions at times differ from the core brand and they are being
comprehended to be more distant from the core brand because of the arrival of a fresh
product category (Pitta &Katsanis, 1995). However, horizontal extension is
Brand Extension Success: Mediation and Moderation analysis 34
comprehended to be too distant from its core brand, and then the horizontal extension
may not be approved by clients.
While brand such as umbrella branding is consuming the same brand name for certain
products the firm looks after that, the perception about the quality of the core products
has also been inherited to all extensions of the firm. (Erdem, 1998)
Vertical Extension Strategy
A vertical brand extension of the exact same product category regards using the
existing brand name to be exposed in the marketplace, at a various price/quality
continuance (Aaker & Keller, 1990). Likewise, as soon as organizations introduce
“related brands” in the similar product grouping with noticeable differences in
price/quality ranks; this is called vertical extension. There are two directions to vertical
extension. When the fresh product; is greatly priced and greater quality level, it will be
termed as up-scaling. Whereas, low priced and lesser quality level will be called as down
scaling (Kamal 2003). For example, Riders by Lee is an extension of a very famous Lee
brand, which focuses on apparel or clothing for both men and women. Researchers state
that in vertical extensions management gets a chance to leverage the core brand‟s equity
very rapidly (Pitta &Katsanis, 1995). Industries like automobiles, apparel, soft drinks and
many more, has been a common exercise of Vertical brand extension (Pitta & Katsanis,
1995). Some examples of such extensions are luxury automobiles like Acura, Mercedes
& Infiniti. Nevertheless, past research has suggested that (a negative impact might create
on the core brand by vertical brand extension strategy and its rating, if the extended
Brand Extension Success: Mediation and Moderation analysis 35
product was not observed appropriately by customers (Dacin & Smith, 1994; Ries &
Trout, 1986).
Latest research has considered the chance of consumer acceptance when presenting less
similar extensions. For instance, research proposes that a great price strategy used to
present a less similar extension may improve extension quality valuations as price-quality
implications are different extensions than related extensions (Bearden and Taylor - 2002).
Perception of others have shown distinct extensions are more acceptable when
advertisements of these extensions are visible frequently (Lane, 2000), brand extensions
obtainable in a well-ordered fashion which might rise opinions of logic resulting in
greater probability of buying(Anderson and Dawar - 1994),assessments of this extension
suitable when a sub-branding tactic is appointed (Milberg, McCarthy and Park, 1997).
Visibly, diverse marketing activities may affect customer perception concerning about
the point at which a brand effectively extended remains vital portion of data (Klink &
Smith, 2001).
Meanwhile vertical brand extension usually comprises an extension of a commodity
inside the similar product kind. Extended brands are nearly similar with the original
Customers brand associations. Hereafter, any negative associations related to the
extended brand can nearly effect in a negative evaluation of the primary brand (Klink &
Smith, 2001).
With respect to vertical brand extension, the original brand category is the same as newly
extended products. Thus, they tend to deal very tiny distancing from its core brand. In
this particular condition, the extended brands are in the same product kind as the primary
brand. Therefore, there is a higher possibility that the customer might develop a negative
Brand Extension Success: Mediation and Moderation analysis 36
link toward a vertically extended brand as linked to the horizontally extended brands, if a
customer already possesses a negative evaluation toward the new brand (Pitta &
Katsanis, 1995). In the situation of vertical brand extension, commodity which is
extended will lead to separation from its primary brand by huge distancing, as the
primary brand merchandise and the extended brand merchandise are in the same product
kind. Further, as the extended commodity and the primary brand commodity are placed
nearly, any negative data concerning about extended product will effect in a negative
assessment of the primary brand. According to Lassar et al. (1995) figured that it is
measured an attractive marketing strategy for brand extension because of these reasons.
Original products starting prices can be decreased by rewarding with the consumers
opinion of the brand. Manufacturer‟s focuses on consumers mind rather than having
benefit of profits, they intent to think to create consumer mind to have more shelf space
for their effective brand extension. This strategy has another benefit that is will cost low
on advertising and increased their sales, after comparison with a new introduced brand
with the existed brand.(Lassar, Mittal & Sharma,1995). Quality variation in the product
line (i.e., minimal & indistinguishable) make consumers to accept the extended brand
(Smith & Dacin, 1994). That‟s why it is being concluded that consumers don‟t accept
quality inconsistent products with core brand (Sharma, Lassar & Mittal, 1995). Managers
have to be very careful in announcing new products and viewed the quality of the
extended brands which goes beyond the acceptance line (Sharma, Lassar & Mittal, 1995).
Similarly, customers urge to buy products whose core value is closely associated with the
original brand.
Brand Extension Success: Mediation and Moderation analysis 37
For example, a customer who focuses on tooth sensitivity goes for Sensodyne rather than
for Colgate because Sensodyne have a focus on sensitivity while Colgate focuses on
tooth decay. That‟s why those who are conscious about dental protection sensitivity
element go for Sensodyne rather than Colgate (Sharma, Lassar and Mittal, 1995).
Brand extension means an addition of a new product to an already established line of
products under the similar brand name. Brand extension authorizes the new product
benefit and advantages of the parent product‟s established reputation and goodwill.
When consumers are unknown and not familiar with new product quality, they have a
tendency to depend on the parent brand as an indication of quality. Leveraging the
benefits of present brand equity to change into new product kind tries to evade the threat
linked with of establishing of a new product, If we create a belief in consumers that the
new product is same beneficial as their parent brand and more effective than original
brand. (Barrett, Lye & Venkateswarlua, 1999)
As it is discussed above we found that there are two main kinds of product extension
strategy; vertical and horizontal (Chung, Anne, & Margo, 2001).
Brand extension strategy is most advantageous when: (a) strong brand associations gives
a point of differentiation and advantage for the extended brand, (b) the extension supports
in the primary brand, and (c) the primary brand won‟t be able to support, or deliver the
resources, desired to establish a new name (Rodwell, Vieceli & McDonald, 2000)
If a newly introduced product has a good market reputation with a good reputed brand
than consumers will have the comfort of believing that the brand (company) will hold
their offering as per their expectations (Aaker, 1990). Extensions are significant in
establishing awareness of the reputed brands particularly to the division that are not
Brand Extension Success: Mediation and Moderation analysis 38
intending or willing to purchase the merchandise offered. The price of “new launch” is
high and the market is attracted to be more saturated and intense competition is prevailing
and as a result more company are obtaining benefits from strong brand equity by
employing brand extension strategies.
As there is high costs associated at introduction stage of the product life cycle, Company
established a brand name which is already well-known and announce new products in
completely innovative way of product kind. This approach extracts that customer has the
positive image of the parent brand which tends to convey above to the extension which
would be helpful for a new introduced product (Nkocha, 2000)
If brand provides best quality products or it has a resemblance between the brand and
new product kind, then the possibility of success for brand extension which leads towards
vivid if company had knowledge related to it.
As brand extensions have many benefits but it also shows some negative aspect in which
damage involved. If brands are extended in an inappropriate manner it would cause
damage in product category which would be expensive or hard to control the outcome in
long run (Ries and Trout, 1981). For example, a company who made irrelevant products
and is being extended in that, so this effect causes their brand image to be damaged (Fu,
Saunders and Qu, 2009). “negative associations can be reduced by providing a brief
elaboration of an extension attribute about which subjects may be uncertain and which
has the potential to damage the extension” suggested by (Keller and Aaker, 1990, page
no. 59).
Brand Extension Success: Mediation and Moderation analysis 39
As discussed above, a failed brand extension will create reduction in brand equity while
successful brand extension gave benefit to increase their revenues (Milberg, Park and
McCarthy, 1997).An argument was held among researchers that successful extensions
which are repeated might reduce primary brand and this will affect brand equity “wear-
out” (Pitta & Katsanis, 1995). Term “wear-out” concludes continuous fluctuation in the
core values of the parent brand by continuous extensions, it cause differing data of the
main brand equity. The concept that was previously been used by mentioning the
repeated extensions might cause dispersing the brand‟s equity. Negative aspect of brand
extensions is that customer might get confused that the organization use to offer this
product and the new product is not original (Nijssen 1999). No matter of the
complication, that the recognition of the different brand will be greater to those who has
strong connection with other brand compared to rationally same as or to those brand
which are weaker. (Nijssen, 1999)
Two Edge Sword; Pros and Cons Of Brand Extension:
If we talk about pros and cons about brand extension then we have to definitely
keep this thing in mind that brand extension procedure varies from MNC to MNC and
smaller companies, respectively. Every brand extension doesn‟t comes out to be
successful as we can find that there were major failures and successes as well, while
companies went for brand enlargement or extension. So brand enlargement is a system
which extensive shares of the associations are using, to minimize threat associated with
displaying an inside and out new brand and enhance their profits from the new brand. In
the meantime in a rate of the cases brand enlargement misses the mark, and the reason is
Brand Extension Success: Mediation and Moderation analysis 40
the feeble brand estimation of the guardian mark that bears upon the achievement of the
brand expansion. In case the estimation of guardian brand is strong, brand development
may be productive and the other route around.
Both Functional and non-useful qualities of a brand can be useful and in the long run
debilitate the estimation of a fused arranged brand, which suggests on account of the
slight brand worth, brand debilitating can happen over the guardian brand. Such kind of
dissatisfaction's of augmentations can make clients to make a negative association with
the guardian brand or even with the brand group. Managers appear to be mindful of the
dangers and profits of growing their brand establishment. Yet the amount of failed
extensions in the recent years demonstrates that some refinement in our information of
the brand extension procedure is required. For unveiling the effectiveness of this strategy
as handful tool for incorporating businesses on a mass level by penetrating into new
markets or acquainting with new products altogether. We need to look into depth the
camaraderie of brand extension onto the expansion potential of a multinational
corporation. To what extent does it help expanding a firm on global scale? It can be
answered through listing down the advantages this strategy attaches with the firm. First
off, the knowledge as well as, the trust of the consumer is chained with the parent brand,
so using this trust the company can build awareness of the new product with less efforts
and time being spent. With passage of time many companies from the west belief that
Asian market is the future market to serve and has many opportunities to offer. Extending
the brand has proved to be an important strategy to International firms to enter into Asian
market (Huber et al., 2013). In Asia and in its context parent brand trust is very
imperative concept. Before a company decides to use brand extension strategy, the
Brand Extension Success: Mediation and Moderation analysis 41
company should conduct a survey on parent brand trust (Dwivedi & Merrilees, 2013).The
brand equity of the existing brand can be targeted to build loyalty and positive perception
towards the new associated brand which is being coming. Thus enhancing the consumer
base by bringing in more people towards new brand, hence using the loyalty and image
built by the parent brand more better way. Moreover, the company could still do more
with less being spent. That means the multinationals would be able to spend less on
advertising and other associated cost with penetrating into new market with a new
product, they could still be getting the response same as their parent or existing brand. So
the money saved here could be spend attracting more and more customers and extending
into more markets. Furthermore, the brand extension strategy can exclusively target the
new audience by living up to their needs, simply catering to the existing needs and
targeting the niche segment of the market through its new product. Not only it can cater
to the existing need and expands the business, but also, it can create the need and then
cater the market through its already built image and strong association of that brand in
consumers mind so they can easily create a need because the risk of failure in this case is
minimized, thus again bringing in customers and increasing the consumer base into the
global market.
However, this may not be the case every time with using brand extension as a strategy to
upsurge the global share for Multinational Corporation. Starting with the brand dilution,
the brand extension strategy may not prove to be effective in attracting more consumers if
it has not dealt efficiently or has well not lived up to the expectations or standards of the
existing or parent brand. Consequently, it can further harm the image of the parent brand
as well and can adequately affect the existing consumer base of a multinational firm.
Brand Extension Success: Mediation and Moderation analysis 42
Another worst scenario of using this strategy could the cannibalization of the brand that
means, the new brand which is being introduced eats up the old or existing brand of the
multinational. It can happen in cases where the need of the market was fully not
determined or there may be flaws in segmentation and targeting of the product. Thus, in
both the scenarios cannibalization of the brand can extensively affect the market share of
the multinational and bring it down. Last but not the least; the multinational can be faced
with shortcomings as well as disaster at any point of time. It has been happening with
multinationals all over the world. Any sort of disaster can struck and can well hit the
share of the market for international firms.
Brand extension can be used as a strategy and it has become a part of today‟s world
where firms pay high cost to globally market their brand. Mainly the firms are traditional
market-focused but as they come up with newer models of strategies by internal
knowledge searches it helps them to earn the competitive advantage of entering the
international market. What marketers believe is that favorable results can be achieved
because customers react positively to the brand extension as they are loyal to their parent
brand they are ready to accept new product category. This is why the firms invest heavily
in brand extension even though knowing that it will cost them much more than expanding
within the already existing brand. Be that as it may for the greater part of the achievement
of the brand expansion internationally the company's International Brand Architecture
should be very well-designed because without it the firm will face competitive
disadvantage, moreover they will suffer from inconsistencies in brand identity both
nationally and internationally. An author claimed that the individuals level of acceptance
towards new products and services are higher than the average consumer (Rogers, 1995).
Brand Extension Success: Mediation and Moderation analysis 43
If extension has its advantages then it has its disadvantages as well on the other hand.
Company often emphasize on brand extensions so much that they actually make people
forget the parent brand which was actually the core of their brand extension strategy. A
company sometimes even makes customers/market frustrated about the new ingredients
they thought would be appreciated by the market. A company should never forget the
image they have built on the customer‟s perception. They often go for strategies and
ingredients which are indeed really good for the extended products but on the other hand
they let down the parent's product image. They even sometimes hurt the image of parent
brand which couldn‟t only result in the form of monetary lose but could also affect the
degree of credibility and trust consumer have on the company.
However, if the company is really looking forward towards the brand extension, then
they should go for improvisation, which the studies and researches prefer. Strategies like
cutting down the introductory costs just to gain the market hold, focusing more on
distribution and the awareness of the market, because brand extension often results in the
big loss on the balance sheets of the MNC.
When a firm plans to enter into a new market of globalized world they has to considered
many factors in mind that many local brands have a tremendous advantages as they have
the better culture awareness, penetration and market share level than the international
brands. Managers of MNC‟s should evaluate the product growth of local brands and
shouldn‟t include strong local brands into their product portfolio. MNC‟s should come up
with the mission to carter the need of untapped market and to those categories of product
where the local brand offerings is comparatively lower than the global offerings. Some
Brand Extension Success: Mediation and Moderation analysis 44
times MNC‟s have to take the strong stand on whether they are willing to undertake all
the changes which is required by the specific region or country.
As more companies are moving towards globalizing their brand portfolio‟s and brand
extension. The basic thing which MNC‟s should analyze the importance of which
consumers prefer global brands to local brands and which customer do not. Let‟s discuss
how MNC‟s products have little edge in the eye of local consumers.
1. Consumer prefers international brands because global brands image is being associated
with higher quality, credibility, trust and expertise. So, they rate global brands into higher
level.
2. Some studies suggest that in some cultures, individual might attract towards global
brands for the higher recognition in the society. They feel connected with the
globalization as a symbol of “global consumer culture”.
The Advantages of Brand Extension
Extension advantages:
While launching the fresh product in the market would consist of some problems,
like increment in the cost vastly and the danger of discontent is high in the market. Due to
these limitations brand extension strategy being admired and become common practice.
As compared to new brand launch, brand extension strategy is cost efficient and less
risky (Ambler & Styles 1997). Brand extension has high rate of survival as compared to a
new brand launch. (Grime & Smith 2002)
There are extensive reasons why companies adept the strategy of brand extension,
broadly to enhance the growth of the company (Kapferer, 2001). Most prompt benefit
which brand extension provides is that we can easily evaluate the investment as per the
Brand Extension Success: Mediation and Moderation analysis 45
designed limits (Sharp, 1993). An astute fact evolves out that new brand with old
enactment is far way more appealable then the brand with the new title. Brand extension
strategy can rapidly attained maximum market share by compiling up the positive values
of core brand and extended brand in a way that values linked up should be equitant in all
segments (Kapferer, 2001). This extension strategy works on three main attributes like
groom market coverage, its stability and empower new segments that were not extant
previously. (Kim & Lavack, 1996)
After examining the commercial aesthetics of exposure of Brand extension Kapferer
(2001) it‟s precautionary for the company should be least bothered about two contradict
but common questions that are (a) Profit should be increase and (2) reduce cost. Three
major costs as Production, Distribution and communication costs whose changes count
extensively varies from market to market should increase profit in the same ratio. Hence
the profit ratio cannot be same among all the companies. Therefore, the basic perspective
of going for brand extension is to gain lead in those markets where profit ration in high
and cost is on decreasing note (Kapferer, 2001). Implementation of brand strategy helps
out to surge the freedom of charging higher premium on extended products an
approximate ratio of about 17% (Buday, 1989). Following are three main advantages of
brand extension. (Hanif Mohammed 2008; Maria Safdar, 2008)
Consumer knowledge
Consumer trust
Lower cost
Price Premiums on Brand extension:
Brand Extension Success: Mediation and Moderation analysis 46
The most audacious advantage which we can acquire from the extension of strong
brand in new a form is more captivating in terms of price as compare to the identical
product of low brand firmness. The core factor which brand extension strategy feeds up is
the redemption of risk ability which can easily be judge out on past customers purchasing
practice. Brand extensions basic concern relies on original product profitability. As they
are already known to the market so it‟s easy to extend them rather to launch new product
on which we have to spent more in terms on advertising, trade agreements and price
promotions etc. (Hanif Mohammed 2008; Maria Safdar, 2008)
Customer need is indeed which massively trace out the requirement but as per the
observation parent brand and extended brand result out as “mega brand” when they‟ll
combine together (Pitta & Katsanis, 1995). A mega-brand overall increases the
bargaining ability of distributors and create investment opportunities which ultimately
add value to the brands (Ambler & Styles, 1997). The company who has its own entity in
media campaigning can enhance the productivity of the brand (Pitta & Katsanis, 1995).
Keeping in mind the ups and downs of environment brand extension strategy helps to
maintain and increase equity in the market (Kapferer, 2001). This strategy helps out in
can re-launching the parent brand and dying/aging brands of the company. To introduce a
new brand with the same name does not only that consent the company to tied up the
reputation, but also help to improve and increase its demand (Kapferer, 2001).
Including customer loyalty towards the product portfolio, reduced risk of failure of new
brand, source of competitive advantage. Amble and styles (1997) have an idea that there
is less risk and cost effective when it comes to launching new brand in market.
Brand Extension Success: Mediation and Moderation analysis 47
Brands that have adapted to brand extension strategy such as L‟Oreal, Nestle, Pepsi,
Proctor and Gamble, Microsoft, Coca Cola, Chanel, Louis Vuitton and so many others.
Brand extension is about introducing a product in different categories. It has many
leading advantages as according to David Taylor (2004, p1), brand extension is less
costly and less than creating a new brand or range of products, because as a product
becomes successful and is well known in the market and the customers are well aware of
the product they tend to repurchase the product or even the products that belong to that
product line or the products that belong to the brand but if the product is new there are
more likely scenarios of the product failure which may cause the company expenses with
failure of product. Due to this the product can also create a negative image for the exiting
brand.
Another advantage of brand extension that it mainly leads to customer trust because as a
brand is famous and has a successful image, the customers seem to trust that brand and
all the products that brand owns. A customer expects the promise of quality, reliability
and grand features from that brand which plays vital role for the company and their brand
image.
Creating brand extension is also a defensive strategy for the company as there are very
low chances of failure as well as it gives a competitive edge in the market. Brand
extension can help in avoiding competitors from gaining or taking advantage of the well
created name in the market and a well as capturing the market according to Aaker (2004).
Brand extension also helps in giving the new life to the product in the market especially
when the product is at maturity stage and going towards the decline stage of the product
life cycle. Brand extension gives energy to the brand by increasing its frequency with
Brand Extension Success: Mediation and Moderation analysis 48
which the brand or product is associated with good quality products and large range
therefore customer recognizes the products from their strong brand name.
Brand extension also strengthens the brand image to the next level across different
countries. As the product is good performance wise and features as well as reliability and
is user friendly it creates a positive and memorable image in the minds of the customers
by which the customers remember the brand name and therefore any further products that
brand introduces gets positive image. This helps the brand to get popular and beats it
competitors across many countries.
Brand extension is also a gate for entering new products in the market with new varieties
with less chances of failure because as a brand is a hit, any product introduced in the
market with the name of that brand gets a welcoming image. People seeking variety in
products and who like new features and vast range are heavily benefitted and interested in
buying the product just because of the brand image that has been set in their minds. If the
new variety is well liked by the customers the brand gets a more positive greater image.
Favorable Factors of Brand Extension For Multi-National Companies:
Consumer Awareness:
One cannot deny the fact regarding the awareness of consumers about the parent
brand that they possess exact image of the brand personality in their minds. They are
always ready to match the parent brand attributes with the extension brand. The most
critical factor is to inform the association of parent brand with the extension brand in an
accurate manner in order to leverage this advantage. (Taylor, 2004)
Trustworthiness:
Brand Extension Success: Mediation and Moderation analysis 49
Consumers of a particular brand are trustworthy with that brand in a sense that
they can adapt to any type of situation created for them by that brand. Consumers of a
multi-national brand trust the brand because of repute enjoyed by the brand in more than
one country. Consumers appreciate and accept the brand extension and perceive this step
as a positive move. A result published by a survey which was done in 2003 in UK reveal
that 58% of the customers of a particular brand were ready to accept and try the brand
extension offering. (Taylor, 2004)
Consumer Trial:
It‟s a viable option for a multi-national firm to encourage customers to try the
brand extension which is quite related to the attributes a parent brand. This
encouragement can be done unintentionally by having great parent brand equity. This
means that the extension trial does not require a much investment which is usually spend
for the product visibility and consumer trials. Multi-national companies enjoy a lot of
advantage which ultimately help them to save a substantial amount of money (Amber and
styles, 1997).This has also been proved that the introducing a product in terms of a brand
extension is the most economical option for the companies instead of launching a new
product with a new brand. This is because companies leverage the goodwill of parent
brand through appropriate brand association and also because they save themselves to
spend money in brand building (Aaker, 2004).
Revival:
There is a period when a brand reaches to its declining stage. Before this stage the
company has experienced huge profits and growth through this brand. So there is a need
Brand Extension Success: Mediation and Moderation analysis 50
for revival of the brand which can be in the shape of brand extension. Brand extension is
the perfect strategy to make declining brand alive. This strategy for multi-national
companies proves to regenerate the growth and profits from the aging brand by doing
appropriate association of parent brand with extension brand. This strategy will also
make multi-national companies able to restrict the competitors from entering into
particular horizon of market (Aaker, 2004).
The Disadvantages of Brand Extension
Includes brand failure, brand cannibalism and brand dilution. This can result in
reduced market share and bad image about parent brand, weak equity of brand
The brand dilution means that the customer looses the actual perception about the brand
in their mind and then they cannot relate/associate the brand with parent brand and
consumer might get confused and frustrated, Aaker and Keller (1990).Therefore
companies should try to not launch a brand which is similar to the existing brand. It
should be unique as researched by Loken and Roedder-John (1993), brand dilution occur
when consumer can not relate the new brand wit parent brand. Brand extension mostly
considered and adapted as a good and productive strategy by multi-national companies
for expending their business in a globalized world but it may cause some cons as well.
Companies used brand extension strategy should consider it drawbacks that could
damage existing brand image. If the corporation use on hand name of brand to launch
fresh merchandise category and if that product would not work properly where it would
have been launched or if the product would not satisfy customers for what it has been
promised to made than it will demolish the image of brand among customers and will
Brand Extension Success: Mediation and Moderation analysis 51
also hurt the core product image of the brand. Brand extension strategy would lead to the
concept of less investment in advertisement expenses of a new product that been
launched that may cause less awareness about the product and its features among
customers. If the company made no competitive advantage over competitive product than
chances of product failure will rise. Well studies shows there are limitation towards
disadvantages of brand extension in a globalized world. Whenever brand extension fails
to protect brand beliefs and do not provide consistency in product category it will also put
a question mark on brand image and if customers find difficulty in connecting similarities
between extension and parent brand than it diminishes customer‟s feelings and beliefs.
Sometimes brand extension confuses customer about parent brand and its original
identity and meanings. Brand extension for expending business globally will be very
risky strategy no matter what extensions are used. Once pond tried to launch toothpaste in
a market using its existing brand name for that they had conducted a blind test and people
could not recognize difference between pond‟s toothpaste and Colgate toothpaste. Pond‟s
core product is beauty cream for women for external use this brand image is considered
to be something related to fragrance and freshness when tried to introduce toothpaste
people did not like it. It created a dissonance in people mind. People expected to have
ponds soap or bath stuff that is relevant with the brand image and name. Whenever more
than one product linked with the single brand name it will create confusion among
customers to relate brand name with the one product or can be identified with the single
product so brand extension creates ambiguity between the parent products and the other
categories which reduces awareness about the brands core product. Sometimes brand
extension diluted parent brand image it happens when customers could not associate
Brand Extension Success: Mediation and Moderation analysis 52
brand name with any single product of it categories. Brand‟s core products are considered
to be one of the same levels among all products in mind of customers. Customers may
question about the competence of the brand. Confusion and frustration due to large
variety of line extension in customers may confuse them in selecting product or even end
up by switching to alternative or competitor brands and products. Rarely retailers refused
to accept many new products because of in sufficient display space or shelf for them. If
the product fails it will only dilute brand equity if the parent brand is more similar to the
extension.
While there may be certain benefits in brand extension strategies, there may be certain
threat, resulting in a weakened or cuttingly damaged brand. Hopeless discard for brand
extensions can weak and the fall of the parent Brand and damage brand equity. Most of
the literature work has been absorbed on consumer evaluation and impact on the parent
brand. In practical cases, the failures of brand extension have a higher success rate. Some
studies show that the negative effect could weak the brand image and equity. Despite the
positive impact of brand extension, a negative association and communication strategy
unfortunately harm the reputation of parent brand even brand family. (Aaker & Keller,
1990)
Leveraging brand equity of brand in dissimilar category of products can be lucrative, but
it has its portion of perils well. Some very general threats of brand extensions (1) an
astronomically immense number of brand extensions in general affect the value
associated sign, and (2) brand extension that has no effect can undermine the reputation
of brand equity (McCarthy, 1996), Ries and Trout (1986) afore the Board, that even if the
mark is utilized & consistent the prosperity of brand extension should be at the expense
Brand Extension Success: Mediation and Moderation analysis 53
of the parent brand. Aaker and Keller (1990) in this framework, it was observed that
brand extensions can be attributes of the parent who may be perilous to elongate the
brand. Thus Aaker and Keller were astonished that the respondents‟ were in notion that
Crest Chewing Gum, a brand extension of Top tooth paste would taste typically like
toothpaste or may not be pleasing. Loken and John (1993) in homogeneous research
found that the risk of reduction in brand extension cases increases when there are higher
degrees of disagreement among parent brand and extended brand. Loken and John (1993)
observed that when consumers‟ perception towards brand extension is feeble, this
perception will be transformed to the parent brands and consequently they would
deliberate that the characteristic of the parent‟s brand are feeble as well. (Shocker,
Srivastava &Rueker 1994)
Cannibalization:
Another risk associated with the Brand extension, it is the effect of cannibalism.
Cannibalism gravity would be higher for (a) the brand extensions that are most
prosperous pristinely developing category, and (2) for those extensions that have higher
degree of “closeness” between parent brands from the consumers‟ perspective. (Sharp,
1993; Farquhar, 1990)
If brand extension is not veridical, it would not only damage corporate image, but have
other negative consequences (Ries & Trout, 1986; Roots &Loken 1993).
This brand extension strategy for multi-national organizations can go into worse
condition when extension introduction is quite closed to the parent brand‟s market. It
happens in a way as extension launched is very much related with the functions of parent
brand‟s products which will cause the division of sales or we may call that phenomenon
Brand Extension Success: Mediation and Moderation analysis 54
„cannibalization‟. Through this phenomenon extension sales start to grow while on the
same time sales of other products offered under the same brand experience a declining
curve with respect to units sold. It means that selling volume remains same for a brand or
sometimes in rare cases increase to some extent (Aaker ,2004).There is reputable multi-
national brand known as „Colgate‟ which successfully launches brand extension and
avoid from cannibalization through different type of products, for example, Colgate‟s
Miswak toothpaste.
Loss Of Brand Credibility:
There is a need to secure the well being of the parent brand from the side of multi-
national companies through cautious introduction of brand extensions. Brand extension
as a strategy could impact in a negative way and could misdirect the choices and
perceptions of consumers. Any minor ignorance in the extension brand will affect the
brand equity in a negative. This act will make the consumers confused regarding the
brand personality which result in the absence of brand preference among the consumers.
This strategy instead of benefiting the company will benefit the competitors in turn.
Parent Brand‟s consumers will shift to the competitor‟s offerings and the company will
lose the market share. (Aaker, 2004)
Brand Extension lead to Brand Dilution:
Brand extension as a strategy will not proved to be viable for multi-national
companies in this global village due to the probability of dilution of a brand. This
happens in the case when there is a problem in the alignment of parent brand personality
with the attributes of brand extension. Most of the brand extensions fail due to this wrong
Brand Extension Success: Mediation and Moderation analysis 55
mixture. There is a need for a careful attention towards this disadvantage of brand
extension from the end of multi-national companies. This dilution of a parent brand
creates bad consequences over the growth of the company in terms of loss of market
share. This has also been seen that consumers involve in negative words about the brand
which will ultimately decline the revenues for the company (Henrik & Sjodin, 2007).
What's more, Aaker and Keller (1990) expressed that an association's vital choice
whether to seek after a brand augmentation method relies on upon specific suspicions
about buyer conduct as takes after: (a) buyers need to have positive convictions and ideal
disposition at the first brand, (b) the right convictions of first brand will make a great
mentality around the brand expansion, and (c) any wrong affiliations are not exchanged
or made by the brand expansion has been presented. At recent study, brand idea alludes
to the picture that a buyer knows about the core brand (Kim et al., 2001). At appoint
when a core brand that has famous brand. Though the surviving examination create the
best approach to analyze the impact of brand expansion on brand value, not very many
have examined the guardian center brand idea firstly brand augmentation idea
amplified) .the ensuing brand must have a few characteristics of the center brand. An
augmentation item is viewed as predictable with the brand idea just when it can promptly
oblige a certain brand idea (Lawson, Milberg, & Park, 1991). Different samples brand
extensions also incorporate, if any neither restricted to, Nokia, Philips, Dell, These
amplified brands have been generally welcomed between buyers on the ground that they
are reliable with the core brand. Unexpectedly, there were some unsuccessful broadened
brands including P & G, coca cola, lays etc. Listed brands neglected to addition buyers‟
acknowledgement on the grounds that having different opinion about core brands. Case
Brand Extension Success: Mediation and Moderation analysis 56
in point, on account of Honda scent, the reliable buyer rejected the thought of scent from
a car company. With everything taken into account, we can say that a fruitful brand
extension required a fitting knowledge about the center estimation of the parent brand
and the segment of brand equity.
In the event that the recently broadened item comes up short, negative convictions
produced from the expansion disappointment may channel over to the parent brand, in
this way bringing about a brand weakening (John, Loken, & Joiner, 1998; Loken & John,
1993).
A standout amongst the most celebrated and a perceived brand is Virgin, which has part
of brand extension. Virgin Group has figured out how to acquire now and again, and have
lost some. Associate Professor Mark Ritson of marketing at London Business School
says that regardless of the fact that Virgin had been reached out to such a large number of
brands, neglected to make esteem for clients of distinctive stakeholders, and for
themselves. He said: “For every Virgin Atlantic or Virgin Music Group, there were many
errors. Unfortunately, success in music or aircraft sold in support of failed ventures”.
Economist said, "For an organization so broadened, it is weakly reliant on a solitary
brand." Ritson maintained this stand, saying that just in light of the way that the Virgin
brand could be stretched; the get-together couldn't by and large get profits therefore.
Branson said, "They surmise that brands just identify with items and that there is just a
restricted measure of extend that is conceivable. They appear to have overlooked that
nobody has an issue playing a Yamaha piano, having ridden a Yamaha motorbike that
day, or listening to a Mitsubishi stereo in a Mitsubishi auto driving past a Mitsubishi
bank." He included, "There is dependably a risk of weakening the brand in the event that
Brand Extension Success: Mediation and Moderation analysis 57
you don't do things with great esteem, panache and style. The thought of broadening in a
brand, I think we have demonstrated it is possible". (Branson, 1998)
Brand Extension as A Strategy:
Brand extension as a strategy can be used to expand the market for multinational
firm in globalize world but companies should have done proper market research ,the
marketers should try to create a correct well connection among brand expansion and
parent product .
Smith and Park (1992) emphasised the brand extension strategy for multinational
companies to be used for expanding market and have greater profit by having greater
market share.
A brand comes into light when a trader inserts some sort of symbol or name on the body
of his product which actually differentiate the product from its competitors. This
differentiation and identification of a product is the main function of a brand. (Nilson,
1998)
It is the need to identify the different purpose served by these two concepts namely brand
extensions and line extensions. Under line extension companies launch new offerings by
slightly modifying the existing products in terms of size, shape, flavour or packaging.
The intent of this launch is to add new products in the existing product category. While
brand extension is a strategy under which companies launch new offerings through
investing in entirely new product category and entering into new markets by leveraging a
parent brand name. (Kotler, 1991)
In order to get the benefit from brand extension it is important that the target market must
perceive the new brand very much related to the category it is planning to enter. The
Brand Extension Success: Mediation and Moderation analysis 58
stronger the alignment between the brand and the category the greater the chances of
acceptability and adaptability in the minds of consumers. (Cohen, 1987)
The practice of brand extension has an objective which is simply to grow and expand the
market. When comparing to launch a new brand and invest a huge amount in it brand
extension is a cost effective solution to grab a substantial market share. Multi-national
companies select brand extension as a strategy to penetrate in the global markets in order
to increase the profits and market share. (Sharp, 1993)
January 1999, it‟s the time when Coca-Cola decided to enter in a new market and start a
new product line which was fashion and sports apparel under the parent brand label. This
tactic of Coca Cola was backed by numerous brand extensions which were taken place
from the end of renowned multinational companies. Under this extension multinational
companies attempted to enter in new markets with new product category by leveraging
their parent brand name. In this race, many reputable multinationals tried to grab a larger
market share such as Ralph Lauren Polo, which is known for its clothing line, leveraged
its parent label and launched products related to men‟s toiletries. Another example of
brand extension is Virgin which was initially engaged in the recordings business
launched airlines then beverages and then financial products. (Richards, 2002)
Brand personality traits can be transferred from parent brand to the brand which is
extension through a strategy which is called brand extension. This is done in the way
when a parent brand opts for brand extension and tries to transfer its unique personality
traits which can be observed as parent brand personality traits are recognized in the
extension brand. (Diamantopoulos, 2005)
Brand Extension Success: Mediation and Moderation analysis 59
In the wake of seeing the favorable circumstances and disservices regarding the extension
of the brand, the first question that rings a bell, if the brand extension is an awful thing,
why do such a large number of organizations use as a feature of its business strategy? We
accept that information of the unfavorable impacts of developments and considering the
fundamental variables prompting a solid, fruitful extension can profit an association. To
make these variables will be talked about. The key component in brand extension, as
indicated by Murphy (1990), is to comprehend the crucial numbers of brand remains for
and create a decently organized plan to brand equity. Also, the creator accepts that just by
understanding the brand personality can choose which the ranges where such qualities
may be utilized are. Be that as it may, augmentation of the line requires some serious
energy and hence ought to be actualized continuously, considering that at last, be reached
out to territories that overall would be difficult to infiltrate through the production of new
brand. (Murphy, 1990)
As indicated by Murphy (1990, p.110), "to create new brands is greatly lavish, very
unsafe and takes quite a while." When he talks about costs, Murphy (1990) does not just
mean the expense with making another brand idea additionally the expenses with
promoting so as to dispatch the new brand available and to help it amid its entire life
cycle. Murphy (1990, p.110) considers that "the methodology of marking is one whereby
a security is made between the brand and the customer for the most part the consumer has
minimal enthusiasm, at any rate at first, in the brand proposition. Maintained promoting
and limited time speculation is thus needed to make this bond and promise he buyer that
the brand suggestion will endure through; such on-going backing is expensive". (Murphy,
1990)
Brand Extension Success: Mediation and Moderation analysis 60
Keeping up the visual character of the brand is an alternate vital component for the line
expansion that chiefs must be considered. This point of view that effect of the dissolution
of the brand identity and personality; which can cause serious damage to the value and
effectiveness of brands. Even to some researcher the extension is now a vital tool of the
life of a brand, because it‟s the way to grow, develop opportunities and adapt to market
changes. Furthermore, he market should determine the right time, place and content of
the extension, and methods to implement for the launch. (Murphy, 1990)
Kapferer (2001) expected that the long-standing neighborhood marks or have excessively
little confidence the brand extension. He included that just a couple of things may be
required to restore them and between them the most paramount are the mettle and
eagerness, additionally an energizing and element range. Additionally, Kapferer (2001)
accepts there is a great deal of terrible reasons, for example, expansion design, such a
large number of brands, do make a difference this methodology to present before
devouring all the assets of the fundamental result of development. You may ask for that
each one brand is distinctive, and a few brands are more adaptable than others. We attest
that there is no enchantment formula for Brand Extension. A few portrayals of
investigating the methods of Brand Extension will be acquired from our case organization
to encourage the truth of speculations as takes after: How can an organization realize that
extension is "fit" of the core Brand? It is safe to say that it is essential that the center
estimation of the expansion and its position in the personalities of shopper must be
indistinguishable or very much alike to the parent brand? To take an idealistic
perspective, one can expect that the brand augmentation is under control to make a solid
increment in the fixation and the parent brand. Brand extension, we could conclude
Brand Extension Success: Mediation and Moderation analysis 61
append the advancement of new brands. Maybe the brand augmentation can likewise
keep up enthusiasm toward the guardian mark and can help guarantee that it stays
manageable in the clients mind. (Jarlhem & Mihailescu, 2003)
As per Keller and Sood (2003), a standout amongst the most unmistakable profits of a
settled and solid brand is the reason that it makes it simpler for clients to acknowledge
brand extension. Because of the reason that brand augmentation diminishes the danger in
regards to customers and lessens the expense with showcasing and advancement, it has
turned into the most incessant item method throughout the most recent twenty years.
Despite, the fact that of these profits and focal points Keller and Sood are of perspective
"brand extension can be a twofold edged sword". (Keller & Sood, 2003, p.12)
To put some light on Keller and Sood (2003) assertion, triumphs and disappointments of
key variables will be conveyed in the following area.
As indicated by Keller (1998) and Apostolopoulou (2002), brand augmentations help
firms build their quality, their clients and their reasonability over the long period. A study
directed on games groups of American expert games, Apostolopoulou (2002), six keys to
a fruitful brand augmentation were found:
• The quality of the guardian brand
• The saw fit between the guardian brand and the augmented item
• The special help and situating of the developed brand
• The nature of the augmentation item
• The dispersion procedure
• The administration of the augmentation
Brand Extension Success: Mediation and Moderation analysis 62
Nonetheless, as per numerous researchers, brand augmentation is by all accounts
a perilous thing to rely on. Therefore, Chen and Chen (2000) contend that examination
completed in Taiwan that the accompanying thoughts to scrutinize the brand
augmentations can be found in the writing of the case. Developed brand tears apart the
guardian brand is seen to consume ought to be the aggregate offers of heading brand.
Besides, the expansion may make shopper perplexity in regards to the nature of new
items were made. To wrap things up, the brand augmentation is seen as a sluggish form
of another brand. (Jarlhem & Mihailescu, 2003)
Brand Extension: How it‟s done?
There are just two phases. Arrangement is the first stage, this most likely for all
brand affiliation, which are available in the brains of jointly people. This stage let you to
think that which product would be best acceptable with the importance of brand. Once
this item will be introduced we must think about the market. This brings the activity of
the second period of researching to conduct new product thoughts.
The choice can't be tackled this operation. Brand augmentation is an impact of a planned
choice. It is likewise joined to variable associated with the generation, promoting, fund
and human assets. Development is dependably at some risk in any kind of examination
can't surmise with accuracy the level of the brand itself. It can't be over-highlighted that
development can‟t be considered without fitting and complete data of the brand's traits:
1. What would it say it characteristics?
2. What would it say it is' identity?
Brand Extension Success: Mediation and Moderation analysis 63
3. What is the reason?
4. What would it say it is' heart?
5. What agreement does it offer to clients and buyers?
6. What would it say it is' inactive potential?
These problems can be adjusted only by quantitative technique (to create the popularity
of the brand and its picture among the public) and qualitative methods. Brands inactive
potential and source of inspiration not disclose any more picture studies. Access to
identity crystal and its guidance force needs a qualitative technique. The qualitative stage
permits a better understanding about function of a Brand from the user's points of view.
Is the brand one's own personal, or a symbol for the multitude?
If I said to someone about “shaving system”, “after-shave solution” and “shaving gel”
and asked somebody come up with name of brand which comes to their mind, which is
common across these categories, Gillette might come first and come quickly to brain. On
the other side, if I asked the same type of question after mentioning “airline”, “cola” and
“records”, Virgin might not be remembered and can‟t be recalled so quickly. And still,
both brands have been increased successfully. Both have a collective quality that
provides “agglomerating glue” which determines the popularity and success of brand
extensions. The „agglomerating glue‟ of Gillette is „Shaving products‟, for Virgin, it is
„Richard Branson‟.
Aaker and Keller Model:
Brand Extension Success: Mediation and Moderation analysis 64
Aaker and Keller in 1990 proposed a attitude-based brand extension model having
ward variable Attitude towards Brand, where variables influencing the success of the
expansion were the:
“disposition toward the original brand”, named as QUALITY
“Perceived inconvenience of making the augmentations”, named as DIFFICULTY.
“Fit between the first and augmentations product” Fit had three dimensions:
1. COMPLEMENT - “...the extent to which customer see two items classified as
complements”
2. SUBSTITUTE - “...the extent to which customer see two items classified as substitutes”,
3. TRANSFER - “... how customer see relationships (layout or making) in product
manufacture”
Various Other Researches on Brand Extension:
The marketing researchers and the scholars are taking a great interest on the topic
of brand extension from the last ten years. (Barwise, 1993; Chen & Paliwoda, 2002;
Grime, Diamantopoulos & Smith, 2002; Zhang & Sood, 2002). Consumer attitude was
studied very deeply in the last 15 years and the researchers found a very significant proof
about the behavior of consumers about the brand extension (Czellar, 2003). The first
logical research on how the consumers behaved to the point of brand extension was
carried out by the researchers A&K and their research is studied deeply at eight different
locations in various regions of the world. Sunde and Brodie (1993) in New Zealand
(henceforth S&B), Nijssen and Hartman (1994) in Holland, Alexandre-Bourhis's (1994)in
France, Bottomley and Doyle's (1996)in UK, Holden and Barwise's (1993) in three
various regions of the world studied. A&K study was researched in the framework of
Brand Extension Success: Mediation and Moderation analysis 65
services by Riel, Lemmink and Ouwersloot (2001). Approximately most of the studies of
A&K were carried out in the growing countries. The research in India about the A&K
model helped these researchers to see the strength and toughness of A&K study in the
aspect of the increasing economy. These findings were valid to external countries as far
as the brand managers in different countries are concerned. A&K study was further
implemented to be studied by Gronhaug, Hem and Lines (2002) in their research of
product category risk and consumer knowledge in brand extensions. Barwise (1993)
explained by the help of identical stimulus. The need of such studies were to test the
strength and toughness of A&K outcome and also to examine that to what extent they are
sensitive in different cultures keeping some other aspects constant (Barwise, 1993). In
order to develop a significant proof, further implementations are needed (Bottomley
&Doyle, 1996). Following were the results of A&K study:
The connection to the behavior of the consumers towards the brand extension was
positive with the "Fit" between the original and extension product divisions. The apparent
validity of the abilities and resources of a skilled manufacturer in the basic product class
for developing the product extension (TRANSFER), the apparent product class
complementarily (COMPLEMENT), and the perceived product class substitutability
(SUBSTITUTE) were the three dimensions of “FIT”.
The evaluation of an extension was effected greatly by the balance and alternate fit
procedures and apparent quality of the basic brand.
The measurement of an extension related positively with the apparent problems
(DIFFICULT) in developing the extension.
Brand Extension Success: Mediation and Moderation analysis 66
It is very clear from the A&K study that no relation exists between the apparent thinking
of the quality of the brand and the behavior towards the extension.
Regardless of the broad approval and dispersion of the A&K's findings, different results
were carried out by approximately all the researches on A&K study and this situation
asks for the original results of the A&K model. In Sunde and Brodie (1993) New
Zealand, the first and the major debate of the contract of the A&K study was carried out.
S&B replication study gave a much better result than A&K study as far as the relation of
the worth of the original brand and the behavior towards the extension is concerned
regardless the need of any measurement of "fit". The relation between complexity in
developing the extension and the consumer perception of extension was the topic which
the New Zealand study was not able to defend. This was another difference between
A&K's and S&B. New Zealanders and Americans differed in their cultures in the sense of
consumer‟s perception about the brand of the products in which they paid high prices to
the branded products. This was the reason gave by S&B to the failure of New Zealand
study. Barwise (1993) gave his idea on S&B findings that this paper exemplifies why we
need more replications in marketing: if a result has not been shown to generalize, it is
not--or not yet--a scientific finding". Aaker and Keller (1993) presented their idea that the
variation of the cultures in S&B's replication in terms of New Zealand versus US
business students and typically different brands might be a very good reason for the
variation in the results. The thing that was identical in both researches was the parent
brands (stimuli). Due to the presence of multicollinearity, the outcomes of S&B on the
topic of effect of QUALITY and fit measures on extension findings were incomplete. To
solve the problem of multicollinearity, a technique was used by Nijssen and Hartman
Brand Extension Success: Mediation and Moderation analysis 67
(1994) known as "Residual centering technique" in which they studied A&K model in
their Dutch replication. In regards to the A&K's finding, strong evidence was found by
Nijssen and Hartman (1994) on the concept of the effect of the brand quality on how
consumers behaved towards brand extension.
Likewise, Alexander-Bourhis (1994) and Bottomley and Doyle (1996) carried very
different results than A&K's findings. To give multicollinearity a proper meaning,
Bottomley and Doyle (1996) suggested that main effects were the most important causes
and the interaction conditions were the moderate causes of the consumers' attitudes
towards brand extensions. Furthermore, they were not able to carry out the support for
Aaker and Keller (1993) research argument that varying stimuli was the cause of the
difference between A&K's and S&B's findings.
A minor study was carried out Bottomley and Holden (2001) with the help of a broad
data set to examine the experimental evidence of A&K's model and it contained the
material from the basic study and its seven implementations. A great favor to the A&K
original study was carried out by these researchers regardless of the seen results together
with Aaker and Keller's. They also concluded that the brand and culture were the
parameters due to which level of contribution of each mechanism in the model varied.
The findings of the impact of similarity and brand status Scandinavian situation were
studied by Gronhaug, Hem and Lines (2002). They also predicted that costing brand
extensions varied absolutely with apparent resemblance and status of, the parent brand.
The previous findings and their results were similar and this was a sign of indication that
they had outdoor strength and therefore, they could be accepted at national levels. A&K's
study was replicated in terms of services and saw the support for the apparent strength of
Brand Extension Success: Mediation and Moderation analysis 68
the basic brand and function of the quality in reference of fit dimension. The support for
connection between complexities in developing extension and measurement of extension
was the area that they were not able to discover.
Consumers‟ Perception of Brands
One might site from Foxall (1980), Where the perception was defined by Engel as
“the process whereby stimuli are received and interpreted by the individual and
translated into a response” (Foxall, 1980, p.29).Each individual currently, is important;
Structure of individual consumer‟s belief‟s highly reliant on perception (Moos, 2005).
Foxall (1980) stated that perception is vital in the process of making decision. In markets
where is branding used? Purchasing of product is no longer for their characteristic.
However in some mainly social cases or, they express psychological identity (Foxall,
1980).These ideas can be elaborate by exactness the two factors that affect consumer‟s
awareness of varieties. The Stimulus discrimination and the stimulus generalization are
the two factors. (Erdem, 1998)
Brand impacts apparent risk consumers with process of decision making. Six risks are
found by the author that are apparent throughout every one aspect of process of choice
making and additional outline about brands how it can mollify the mind of consumer to
apparent these risks (Keller, 1998). Position is very important with brand expansion
because it could alter their fit by two sources of related knowledge - category of
extension and parent brand. As knowledge of extension of brand can be stem from
category and parent brand. It should be formed by conclusion process. Conclusion is the
Brand Extension Success: Mediation and Moderation analysis 69
multiple combination knowledge sources into single judgment conclusion. (Sheinin,
1998)
Economic nature is one of the fourth probable risks that may apparent by consumer.
Consumers who are cost sensitive will inquiry weather the fact in product suitably valued
at the quoted cost. Once more, marketers will struggle in order to oppose this highlighting
the apparent worth of a product in process of branding. If accurately done, consumer will
foam a bond with product accordingly separating their competitors and turn into price
tactless. Consumer may apparent to be detrimental to the process of buying weather their
selection of brand cause discomfiture in social setting, among their peers is the fifth risk.
Marketers concentrate on this issue while the brand image is creating. Marketers struggle
to recognize and distinguish the product as to be the admired choice of people through
emulating sell trends and current fashions. Thus, the endorsement of celebrity can be
explained now. However one more risk consumer may think about, opportunity cost of
looking for alternate products and should the chosen one fail to assure their desired needs
and requirements. Turn in a trustworthy consumer stand is the brands capability to
transport the fulfillment assurance. So, a person can recognize that in addressing the issue
in the mind‟s consumer branding plays the vital role as the key. (Moos, 2005)
Consumers‟ Attitudes towards Brands
Carpernter and Nakamopto (1989) conceded the attitude of the consumer towards
the brand to be their concluding evaluation of the brand in query. Depending on the
conclusion of their knowledge and evaluating procedure. Negative or positive attitude can
be considering (Moos, 2005). In conducting the research of the market the estimation of
Brand Extension Success: Mediation and Moderation analysis 70
the attitude of the consumer toward brands turn into a major part (Cifci & Kocak, 2012).
This is explained by Cifcia and Kocak (2012) by initiated a relationship among
consumers has optimistic attitudes towards a product and that the same consumer decides
to buy the said product. The positive attitude development leads the competitive
advantage sustaining and in improving the economic health of corporation leads. (Moos,
2005) Positive attitude formation is considered to be a key towards products found by
Chay (1991). Mainly those individuals connected on low-level consumer participation.
Yet it‟s been distinguished that there are factors that may work against the property of the
creation of positive attitude. The effects of positive attitudes can dissolve should the
purchaser not buy the produce within a definite time. Policy of exceedingly high pricing
may go against the effects of positive attitudes that may have a different effect on the
positive attitudes of consumer‟s towards the product and result in a no sale. In the
promotion of iTunes Music store and the policy of pricing the actual lifer example can be
seen. Offering between contemptible legal songs downloads in United Kingdom; iTunes
use serious advertising campaign to make strong optimistic attitudes in consumer‟s mind.
(Moos, 2005) They are making stronger these attitudes by highlighting the simplicity
accessing service as well as their inflexible policy of price, maintaining rates at £0.79/=
song from their start in 2001. This encouraged consumers to build up a trust and formed
into a loyal buyer of Online Apple services and other online products (Moos, 2005).
Individual have to consider whether these all attitudes stay at a conscious point, or
branding is capable to initiate attitudes at a level of sub-conscious in regard to attitude
towards product. Sigmund Freud‟s theory has been raise by Vecchio (1992) that those
who are not often attentive of how their personal psychology shape their behavioral
Brand Extension Success: Mediation and Moderation analysis 71
pattern, the unconscious level is suggested by this that buyer may have viewpoint that
form their attitude towards products. According to theories of Freud‟s an individual can
terminate that to target intuitive needs that respite at a primitive level individual can use
branding. This explains the exercise of original sexual descriptions or common use of age
bias to target insight segment of the buyer market to connect them with exacting brands.
(Moos, 2005)
A number of model of mechanism fundamental attitude and belief modify is proposed
(e.g., schema + tag, bookkeeping, conversion and sub typing), t all have the same opinion
that: (1) in reaction to latest instance attitudes and beliefs adjust that differ in conditions
of the level of similarity with individual existing type or in an schema, and (2) change
happen through the process of incorporation and an accommodation, (Crocker et al.
1984). Incorporation occurs when new case is not very dissimilar from the on hand
schema. The comparatively high amount of fit allows the case to be incorporated into the
on hand schema parting it fundamentally unaffected by the inclusion of the new case. On
the other hand accommodation always occur while new case is very dissimilar from on
hand schema, thus require the plan to be changed to contain the new case. Implication of
adaptation and accommodation for product extension can be fairly simple. As the
parallel, or fit among the product addition and the exclusive product plan increase, the
level of experimental unconstructive reciprocity effects ought to reduce.
Even it seemed like a sensible expectation, last research on pessimistic reciprocity effect
(Roedder-John, Loken and Joiner 1998) has not verified consistent confirmation of some
effects. A probable details is that these researches manipulated fit among unique brand
Brand Extension Success: Mediation and Moderation analysis 72
and and the expansion beside just one aspect such as typicality (Roedder-John, Loken &
Joiner 1998) or comparison. On the other hand, Park et al. (1991) confirmed that
dissimilar type of brand expansion fit, particularly brand idea regularity and product level
comparison, moderate the assessment of expansion products utilize the straight brand
extension plan therefore, it is potential that dissimilar types of brand expansion fit
possibly will also have dissimilar effects on the level to which pessimistic reciprocity
effects happen. Specified this idea, the at hand study examine how the brand idea
regularity and product level comparison of a product expansion affects the degree of
pessimistic reciprocity effect cause by that extension.
Multiple Brand Extensions and Evaluation:
The Brand connection is vibrant for those corporations that forcefully go after
development plan through many brand expansion. The consumer awareness about the
image of the brand and its connection transform with the beginning of the brand
expansion. Therefore this procedure has a collision on the awareness of fit among
potential expansion of a brand. On the beginning of new expansion of brand the buyer
recall the preceding brand awareness and alter it that affect the fit among probable
extension of a brand. (Lynch & Thomas, 1982)
Keller and Aaker (1992) recommended that the connection between core middle brand
and its expansion would be moderate on preceding brand expansion record and value
levels of the close relative brands. If the corporation has a history of brand expansion do
then the buyer while evaluate the brand expansion would see (1) if preceding extension
were doing well or not doing well (2) if here is any match in planned expansion core
Brand Extension Success: Mediation and Moderation analysis 73
brand and (Keller & Aaker, 1992). If the brand expansion was different (lack fit) then it
will pessimistically have an effect on the buyer class awareness and buyer will be
affected adversely. The new product expansion probable exaggerated if there will be no
association among the class of the core product and intermediary expansion. If the class
of the core Brand is slighter than intermediary brand the buyer assessment probable be
little. Intermediary brand will develop awareness of core brand when class of
intermediary brand is of standard point. If there is resemblance among intermediary and
core brand then nearby there be no adjustment of awareness on the probable brand.
(Kapoor, 2005)
Theory of Categorization
The Categorization theories state that purchaser attitude would be optimistic for
those extensions that are nearer to the close relative brand category (Fiske & Pavelchak,
1986). Consumer, while evaluating brand extension, either adopts category based process
or a piece meal process. If there is a similarity between the extension and the schema
(previous perception), then according to categorization theory the consumer judgment
would be based on family resemblance. If there is a mismatch between the close
extension and relative brand in category then according to piece meal process the
consumer judgment is based on the specific attribute of the extension (Nkwocha, 2000).
Aaker and Keller (1990) extension study was based on the categorization theory. This
study was carried out to study the consumer perception and reactions on brand
extensions. For this purpose, Aaker and Keller (1990) used six non-durable consumer
goods and twenty hypothetical brand extensions for defining how the consumers assess
Brand Extension Success: Mediation and Moderation analysis 74
brand extension of a product. The consumer evaluation for the product extension was
positive for those extensions that have a certain stage of fit in between extended and main
brand (Nkwocha, 2000). The subject in the study had positive attitude towards the core
brand (crest) and hypothetical extension (crest mouth wash).
In the viewpoint of resemblance between the extension and main brand, some of the
respondents were of the opinion that the crest mouthwash not only tastes like tooth paste
but would also fight cavities. Comparatively, the respondents‟ opinion on the extension
of Heineken beer to Heineken wine and popcorn was poor, despite the positive opinions
on the two brands. Thus, this example supports the premise of categorization theory that
positive attitude would only transfer to the extension, when there is a certain level of
fitness between two product classes. Respondents felt that the beer and wine is a bad
combination and also beer and popcorn does not mix (Nkwocha, 2000).
The categorization theory states that, alongside the process is based on categories, A
purchaser can assess a brand extension by parts, it is based on the viewpoint of contingent
attributes of brand & their evaluative significance for example (Incorporation of
understanding and personal experience).
A large variety of associations with original brand can potentially be transferred to the
addition. There are some particular associations exist relating to meticulous attributes of
the products like Physical attributes benefits, form and type of casing, origin of a country,
uses and attributes. Examination of associations with a definite brand shows that these are
associated to a large range of particular attributes along with the general attitude towards
it. Ordinary attitude towards the brand may be recaptured and stored from the memory
separately from the information on the characteristics. As a result even the improvement
Brand Extension Success: Mediation and Moderation analysis 75
of the preference for a certain brand is closely associated with the importance that each
purchaser grants each of the particular characteristics that they perceives, brand itself can
set itself up as an significant attribute in the assessment of the degree of the viewpoint
amendment between the extensions and the brand itself as well. (Bridges, Keller & Sood,
2000)
Theory Of Congruity
Schema congruity theories (Handler, 1982) propose that cues (e.g., brand names)
state that some degree of congruity has a relationship with the level of processing used by
the consumers. If there is some degree of incongruity than the consumer will process
brand extension more positively. However, the consumer evaluation will not be that
positive if the (1) cues are congruent or extremely incongruent (Nkwocha, 2000).
How consumer makes judgment depends on structural congruity between event and
schema. If new events are similar to the existing schema it would have a positive
evaluation familiarity, acceptability, and liking. On the other hand if the new events are
“incongruent”, then it would lead to evaluation process that may have positive or
negative results (Mandler, 1982). In this context, when one sees a Pierre Cardin clothing
on display with no price tag he will assume that the displayed clothing is expensive. In
this case, the consumer has drawn the conclusion from schema (past experience) that
Pierre Cardin products are expensive and prestigious (Nkwocha, 2000).
Consumer Perceived Fit and Brand Extension
Customers while assessing the brand extensions have a propensity to evaluate its
appropriateness in the relevant product category and the brand‟s original category. If the
Brand Extension Success: Mediation and Moderation analysis 76
customers‟ perception is positive toward the product suitability within the category, then
the extent of acceptance would be higher (Nijssen, 1999). If the consumers do not find
any suitability between parent brand category and extended brand category then the brand
extension would unfavorably affect the brand equity of the company (Kim & Lavack,
1996). Since last ten years, brand extension is given and receiving extensive exposure in
the academic and research journals and is widely used as growth strategy or approach; as
a result, it could be endorsed as a branding strategy (Sharp, 1993).
Many of the researchers have superficial fit in a different way .The expression fit in brand
extension research are mainly comprises on the main three concepts which are
complementary, substitute and transferability which indicated the level of synergy
closeness in the process of manufacturing of two different goods (Aaker & Keller, 1992).
Likewise, (Lawson & Park, Milberg, 1991) came up with the suggestions that the concept
of a brand and similarity of product constituency are the casual element of perceived fit
and brand extension. Klink & Smith, (1997) came up with the opinions that determinants
like product feature, component part, product purpose, wants to satisfy, usage situations,
process of built-up are connected to apparent fit. The researches associated to apparent fit
one-time criticize by quite a lot of researchers (Klink & Smith, 1997), whereas criticizing
these studies experiential that many of these studies had alert which is related to product
or characteristics knowledge while contrasting with the two different product types. In
addition, to these researches have limited characteristic knowledge to one indication
which is brand name (Smith & Klink, 1997). Therefore, these author opinion that these
product expansion knowledge prominence on trait information and sole cue so as a result
it can give an inflated effect of perceived.
Brand Extension Success: Mediation and Moderation analysis 77
Role of Brand Personality Fit And Brand Extension
Brand extension has become an increasingly critical research issue as the scope,
stretchibility or extension potential determines the boundary of a brand (Meyvis,
Goldsmith & Dhar, 2012). Prior research asserts that fit or perceived fit between original
category and the brand extension serves as an important antecedent of purchaser brand
extension assessments (Keller & Aaker 1990; Park et al. 1991). In marketing practice,
however, more and more brands extend to apparently unfit or dissimilar categories.
Successful examples include Pepsi music, BMW sportswear, and Virgin airlines, media,
cola and mobile. We can find that all these brands are embedded with a distinct brand
personality. Although they are not necessarily accepted by all the consumers, these brand
extensions are favored by a specific group of consumers, who love and are emotionally
connected to the brand. Such brand extensions based on personality are beyond existing
understanding of perceived fit. In this research, therefore, it is proposed that brand
personality fit, which is supposed to be another dimension of perceived fit and refers to
the consistency of consumer brand personality perceptions before and after brand
extension, influences consumer brand extension evaluations, and that this brand
personality fit is more easily accessible when an individual has self-connection with the
brand. The importance of Fit has been recently discussed by Milberg, Sinn, and
Goodstein (2010) in the competitive markets of the modern times.
To explore whether a brand with unique brand personality is easier to extend to dissimilar
categories, we need to understand the role of brand personality fit. A large amount of
Brand Extension Success: Mediation and Moderation analysis 78
literature in brand extension argues that “fit” or “perceived fit” affects consumer brand
extension evaluations (e.g., Keller & Aaker 1990; Broniarczyk & Alba, 1994; Park et al.
1991). In terms of balance theory, a consumer tends to support a brand extension if he or
she has favorable attitude toward the parent brand and perceives fit between core
category and the brand extension. Three types of perceived fit can be concluded from
prior research. First, category-based fit assumes that feature similarity is the basis of
categorization; therefore similar category or feature (e.g., white appliance) leads to a
favorable brand extension. Next, further research finds consumers evaluate fit with a
specific benefit or goal (Alba & Broniarczyk, 1994). Specifically, similar context of
usage aiming at a benefit (e.g. tooth brush and toothpaste for the benefit of dental health)
increases perceived fit. There are too many problems that are faced by Companies while
managing the brand (Shocker, Srivastava & Ruekert, 1994). Third, brand-based fit theory
underlies the fit of brand image or brand concept (Park et al., 1991), which is accessible
when consumers evaluate symbolic brand extensions. Here, brand-based fit is a relatively
broad concept (Czellar, 2003) so that brand personality fit can be viewed as a critical
facet of it. Thus, brand personality fit is hypothesized to positively influence consumer
brand extension attitude.
However, not all of the consumers achieve the understanding of brand personality, which
is known when the consumer is emotionally connected to the brand. Generally, we can
view the process of fit as a thought evaluation process, after which brand extension
behavior is formed, but some emotional consumers do not evaluate brand extensions step
by step. Research finds that consumer brand extension evaluation process can be an
Brand Extension Success: Mediation and Moderation analysis 79
affective process, i.e. parent brand attitude can be directly transferred to brand extension
attitude without mediation of perceived fit if a consumer has a high brand affect (Yeung
& Wyer, 2005). Recent research on affective evaluation process (Barone 2005; Barone &
Miniard 2002; Barone et al. 2000) also supports that original brand favorability
moderates the process of brand extension evaluations. Therefore, it is likely to argue that
consumers with various brand relationship will follow different evaluation paths in brand
extension attitude formation. Self-connection, which reflects the sense of belonging of a
consumer to a brand, is a key dimension of brand relationship. In addition, this variable is
also influenced by brand personality. If an individual finds his or her personality or
expected personality is congruent with the brand personality, he or she will feel more
connected to the brand, therefore favors the brand (Aaker, 1997). Consider such an
extreme situation: a consumer who is firmly connected to a brand will regard himself as a
part of the brand, therefore unconditionally favors whatever extensions the brand makes,
regardless of perceived fit. In this case, it is congruency between self and brand, rather
than fit between original category and brand extension, that determines brand extension
attitude. The focus of brand extension evaluation shifts from product to person.
Being fit is perceived to be most important in brand extension evaluation process
(Völckner & Sattler, 2006).Being fit is considered as relation between parent brand and
extensions due to similar attributes. Extensions are considered as good-fit with parent
brand receive good comments and those not are perceived as not a good-fit
Brand extension evaluations show that good fits get good feedback than moderate ones.
For high-fit consumer evaluate keeping parent brand in mind results in good feedback.
Moderate-fit gets no benefit from perception towards parent brand. Consumers places are
Brand Extension Success: Mediation and Moderation analysis 80
considered are important while making evaluations. Argument is that an evaluation is of
consumer perceived fit depending on high or low level construal‟s.
Brand Personality
Location is important and it culture too when evaluating consumer perception for
brand extension. Though most famous brands are produced by the west, it seems they
themselves do not emphasize on them. Whereas as Asians are considered more brand
conscious than the west (Shannon & Mandhachitara, 2008). Reality would be discovered
through the research as there is thinking that Malaysians are becoming more like
westerners with an increased middle class.
Aaker defines it as “the set of human characteristics associated with a brand”. Valette
defines its dimensions related to its equity. At a time when other firm can copy ones
product characteristics, strong brand identity helps build brand equity.
Diamantopoulos, Smith and Grime (2005) say that Brand personality is an important part
of brand image that helps create its equity. “All personality traits used to characterize the
individual and associated with a brand” (Ferrandi et al., 2002).Brand Personality is “the
set of human characteristics associated with a service firm” (Aaker, 1997).Service
personality is intangible and crucial in order to make an impact as it can easily
differentiate from other products. At this point it‟s very little effort to do that. Functional
physical elements helps build up brand personality.
It updates with time and with new information .Its nature and its perception by consumers
will determine brand personality. Those aware of brand attributes and benefit help form
Brand Personality. Information regarding brand could be effectively conveyed through
Brand Extension Success: Mediation and Moderation analysis 81
priming or salience procedures for a temporary period .people not familiar with the brand
try to understand the brand to determine its personality.
Consumers describe brand by its traits and attributes, which are reinforced through
marketing in order to position the brand. Since forty years in research and marketing it
seems as if perceptions of brands go beyond function to nonfunctional and symbolic
attributes which makes up a brand image. These are described as “set of human-like
characteristics associated with a brand” (Aaker 1997, p. 347).For example cold drinks
like Pepsi is considered as “young” whereas coke as “real and Honest”. Marketers try to
build brand images not only on bases of their function but also their perception. Those
brands are more preferred by consumers which identify and relates to their own
personality over and above their functional attributes. Marketers market brand through
communications and endorsements which helps create it personality and attaches a
meaning to it.
Unique and favorable attributes with consumers enhances brand equity.
A unique Brand personality can create distinctive and favorable associations with the
consumer; as a result helps enhance brand equity. Now a day‟s increased brand
extensions has made product related associations affected by them (Milberg, Park &
McCarthy, 1997).Recent research related impact of brand personality on brand behavior
(Aaker, Fournier & Brasel, 2004).
In world market brand extensions are everywhere simultaneously in several markets.
Practitioners believe “a clear and distinctive brand personality is essential that must be
attractive and long-term. Therefore it‟s important for managers to understand that
extensions around the world have different personality in different countries. Till now
Brand Extension Success: Mediation and Moderation analysis 82
this hasn‟t received much academic attention and therefore a comparative approach for
investigation is merited.
The potential of generating consumer value for a specific brand personality association
can be assessed in two ways – Differentiation and Relevance/Value Generation.
Differentiation allows marketers to assess the present brand personality that the
customers associate with the focal brand and its competitors. Relevance, on the other
hand, assesses whether a target market desires a specific brand personality for a product
and if so, to what extent. These two analyses are integral to create consumer value (Batra
& Homer, 2004).
Companies today have ventured into a new avenue for revenue generation, which is the
extension of their existing brands into new categories. This requires a study of different
dimensions of a brand‟s personality such as “personality” and “image” to determine
which ones best “fit” and “match” the brand personality of the brands being extended into
(Keller, 2003b, p.602). Companies can also generate revenue through licensing deals
with other brands in diverse sectors or co-branding promotions and arrangements. The
company that owns the high-equity brand has the edge wherein it can assess and choose
which brands closely associate with the personality characteristics of their products.
(Batra, Lenk & Wedel, 2010)
Separating the Brand from the Category of Personality
However, as study suggests, there is a fence to developing brand personality.
Customers do not always respond similarly to a brand personality, especially in an
Brand Extension Success: Mediation and Moderation analysis 83
environment which distracts them from this aspect of the brand. An individual‟s
interpersonal attachment style also helps determine which consumers will incline towards
a specific brand personality. Research shows that consumer consider brand personality as
a way of expressing their own self, ideal self, or an aspect of their self. Aaker (1997)
developed a framework of brand personality and highlighted its five dimensions
(sincerity, excitement, competence, sophistication, and ruggedness). Further research has
found that out of these dimensions, sincere and exciting brand personalities play an
integral part in capturing consumers‟ ratings and these are the dimensions marketers
focus most on (Aaker, Fournier, & Brasel 2004).
Dimensions of Brand Personality
Just as humans have defining/differentiating personalities (Louis and Lombart,
2010), brands are often known to have personalities as well. It is built through advertising
and consumer knowledge.
As the name suggests, a brand has personality if it is perceived as having human
characteristics (Beldona & Wysong, 2007). A brand personality is also seen as depicting
a consumer personality due to the similarities which attract the consumer and perhaps the
social self-concept of the particular consumer. Studying brand personality can provide an
insight into a segment‟s consumers and subsequently help to enhance and maintain
relationships (Louis & Lombart, 2010). Aaker‟s (1997) brand personality dimensions
consist of 1) sincerity, 2) excitement, 3) competence, 4) sophistication and 5) ruggedness.
1. Sincerity
This is the type in which consumers choose the same brand years and years and not
change it because they are sincere to that of brand and want to use it again and again.
Brand Extension Success: Mediation and Moderation analysis 84
2. Excitements
Excitement capture the energy of the consumers like those kind of brands gather the
excitement of the people by which people can‟t help themselves and buy it immediately.
3. Competences
Competence can be is that brand which can completely differentiate the brand from the
other brands and make them out of all the other brands and shine.
4. Sophistication
Sophistication can be that brand which only used by elite class of people
5. Ruggedness
Ruggedness tells the outside lifestyle of the person
Brand Loyalty:
Aaker in 1991 explain the brand loyalty as a condition which shows that how a
valuable customer can go for another brand and mostly when the organization make
certain changes in brand , it could be in any way, like price product and features.
Moreover, brand loyalty as a consumer partiality to purchase a solo brand name in a
product class. It is an outcome of the supposed quality of the brand and not its payment.
According the work of Kim et al. (2001), brand loyalty is extremely held promise to re-
buy it or treat with condescension a chosen manufactured good/ service reliably in the
time ahead. So affecting unexciting same brand or the same brand fixed buying, in spite
of locational influence and marketing efforts containing the possible to causes moving
performance.
Brand Extension Success: Mediation and Moderation analysis 85
Keller (2003), on the other side, study‟s brand loyalty as “brand resonance” which
describes the personality of the customer brand relationship and also the expanse to
which customer has the idea that they are “in sync” with the brand. Customers, with real
brand resonance, have a high level of loyalty, and they will also interact with that brand
and suggest or recommend other to experience that brand. It is true that brand name
loyalty is one of the finest handlers of brand name equity because it is considered to be
the way that takes the organization to the specific marketing advantages and best results.
(For example, market share, reduced marketing costs, prestige pricing and greater trade
leverage), which have been related with the brand equity (Emari, Jafari & Mogaddam,
2012).
Emari et al. (2012) tells to facilitate there is a deep association among the efficient
branding of a manufactured good/service, and the particular image of a brand‟s loyalty in
a customer purchasing pattern. In this case, the loyalty is described in 1999 by Oliver, he
stated that “deeply held commitment to rebuy or repatronize a preferred product/service
consistently in the future, thereby causing repetitive same-brand or same brand-set
purchasing, despite situational influences and marketing efforts having the potential to
cause switching behaviour" .( Oliver, 1989, p.35)
According to Oliver (1999), it is concluded that brand loyalty is a direct consequence of
the capability to make their customers happy and fulfill their desires because there is a
high competition and main competitors are also doing the same to retain their customers.
That‟s why Oliver accepts that one can understand and guess the degree of the loyalty of
their customer and targeted consumer market segment by having the knowledge of their
personal characteristics.
Brand Extension Success: Mediation and Moderation analysis 86
Basically this relationship is made by many things such as creation of characteristics, the
packaging and designing of the product, or even the identity matched by the brand itself.
In 1983, Levitt state that there no irrationality in consumers forming deep seeded to
certain brands. The existence of these characteristics is the main components for giving
the competitive advantage, competitive costing would be the solo factor use by the
customers to differentiate company‟s offerings, he continued.
So onwards this is obvious that in nowadays, vendor‟s main purpose is to make
sustainable pattern of reliability between the corporation and the customers, instead of
giving importance to the individual deal of products. The one who spend extra time,
wealth and try to get the brand of his own choice is called loyal customer, said by Oliver
(1999). If one looks at Apple, with its recent success with the iPod music player, one
might immediately recognize the effects of customer loyalty. Despite contribution songs
only playable on iPods, and the iTunes music store sale represent 80 percent of the lawful
music downloads market in the United Kingdom (Smith, 2005)
In spite of continuous rumors of new entrants and vain attempts by Virgin or Napster,
client loyalty to the “iTunes music store” remains unmoved (Smith, 2005). In Alreck and
Settle‟s (1999) statement, this real life example is clearly reflected. The Alreck and
settle‟s statement summarize that how the formation links that are helpful to consumer
loyalty, are achieved by the creation of a association among the buyer and the brand. A
strong brand image or brand name will maintain, what is mentioned to as a customer
franchise that will increase the figure of consumers and make them faithful to the brand
and reject competitor products ( irrespective of varying pricing policies).
Brand Extension Success: Mediation and Moderation analysis 87
The financial allegations of promoting and selling product to a fresh consumer are
expected to be 6 times greater than that of preserving a loyal and recurring customer
database. That‟s why it is cleared that the companies which focus and give importance to
their customers will earn maximum profit and they also have other benefits such as
increasing value of brand equity. These corporations maintain their client loyalty by
implementing a chain of strategic marketing campaigns that focuses on achieving
dominant market share in specific industry. (Kapfer, 1995)
Brand Concept, Brand Equity And The Extension Effect.
Normally brand equity plays a vital role to set up organization reputation and
customer point of view as well (Buil et al., 2009). Professional believe that manager can
take advantage of that brand which is currently at boom on product lifecycle, before
getting into the new market by upper hand on credit, company name in the market, and
any optimistic link of developing main brand on the new brand extension (Chernatony,
Hem, & Iversen, 2003, Pappu, Quester, & Cooksey, 2006). Companies view on the,
brand equity cash flow to be debited and become a large benefit to the organization. Like
this one, plan about brand expansion has been in few cases because customer relates the
quality of the new product with brand name of the organization (Erdem &Swait, 1998).
For some brand it has been a failure when it took away core brand value of the
organization (Iversen & Hem, 2011), outcome of mixing of parent brand image (Loken &
John, 1993; Milberg, Park, & McCarthy, 1997). Situation like this organization find it
hard to cover up the brand mixing. Let‟s take an example of BIC brand, which was
popular for its ballpoint pen, when they enter the market of disposable razor and lighter
they were successful, and when they enter into cosmetic they were a failure (i.e.,
Brand Extension Success: Mediation and Moderation analysis 88
perfume) just because customer cannot connect it with core brand value of developing
one, quality the parent brand equity. This shows that, they more same alike is parent
brand and extended the more chances of being successful of that brand. (Aaker & Keller,
1992; Kim, Lavack, & Smith, 2001)
Earlier studies have found that brand expansion is only accepted by the customer when
parent brand and extension brand are more alike in quality as well (Dacin & Smith, 1994;
van Riel, Lemmink & Ouwersloot et al., 2001). Some people have suggested that, when
new brand in introduced after company know who are there target market brand
associations are outstanding and applicable (Broniarczyk & Alba, 1994). As other
researches, researcher has found out the customer are one of the important content in
making the change there about the brand expansion (Czellar, 2003). In addition, Aaker
and Keller (1990) said that company critical decision to go with the brand extension
heavily rely on few concept how customer thinks go as: (1customer highly satisfied with
the original brand, (2) this believe has a great impact on the brand extension, and (3)
disadvantage can‟t be because of brand expansion.
Because of this research new doors are opened in a result of impact brand expansion on
brand equity, some people found out the main point of brand concept earn extension of
brand has been used. Currently that is being studied that brand concept is what customer
has the image in their mind (Kim et al., 2001). Main brand which is important brand idea
is extensive; new brand must have some different quality then other of the core brand. An
addition unit is measured reliable with the concept of new brand put up some brand
concept (Lawson, Milberg, & Park, 1991). Some examples of brand extension are
Lenovo mobile, Sony mobile etc these are some great brand extension example and
Brand Extension Success: Mediation and Moderation analysis 89
which are successful. On the other hand here are some failures of brand expansion like
Pepsi max, tide marker etc.
These brand extension wasn‟t a success because they didn‟t stand with the core brand.
For example, in the case of Harley Davidson Perfume, there brand loyal consumer didn‟t
like the idea of motorcycle company making perfume. In the conclusion we found out
that if company step away from their core brand image there product isn‟t success.
However consumer think between two different brand parent and improved may help
customer review of parent brand equity and brand concept. The reason behind why
consumer apparent adjusted in brand extension. The reason behind is this that two
different product (i.e., the parent brand and the newly extended brand) looked over as
same; the relocate of the apparent class of the parent brand to the brand that has been
extended newly is being improved. Other reason is that a unfortunate apparent cause in
inspiring unwanted thoughts and links (Aaker & Keller, 1990) that may have negative
view on parent brand concept and brand equity (Buil et al., 2009). For this reason,
apparent blended as vital diplomat in evaluate customer view about brand extension.
Brand Concept Consistency & Extension
The market is lively, that‟s why it keeps fluctuating. To give response to these
dynamic markets, Organizations transforms there offers, they try to adjust in different
market situations, they reallocate their offers to be the survival in market. To measure
such complexities, the amount of right while announcing brand expansion can be better in
one situation and worse in other situation (Kapoor, 2005). Park et.al, (1991) were of the
opinion that the authority of suitable amount between the brand expansion and the core
brands are based only on one similarity which could be questionable issue. According to
Brand Extension Success: Mediation and Moderation analysis 90
their opinion the consumer evaluation can only be helpful for those brands expansions
that have the stability in terms of the brand concept. Brand concept is “Brand unique
abstract meaning (e.g. high status that typically originates from a particular
configuration of product features. (E.g. High price, expensive looking design, etc). And, a
Company efforts to create meanings for these arrangement. Brand Concept Consistency
has two sub variables Price Perception and Design Perception. Price Perception refers
to expensiveness of the product/ brand. Design perception refers to Expensive looking or
appearance of product Brand. (Park .et, al. 1991, p.186)
Brand Evangelism
Brand Evangelist is defined by Doss (2013) that brand evangelist is a consumer
which feels freely to speak positive information, share ideas and feelings regarding brand.
Consumers are said to be a brand evangelist if they regularly displays a strong craving or
wish to influence others for consumption of the same brand. Additionally, brand
evangelists voluntarily convert other consumers to the use of a particular brand.
Similar was said by Becerra and Badrinarayanan (2013) while they talk about the concept
of brand evangelist. They put forward that a consumer which exhibits intense enthusiasm
to endorse and support the brand and convince other people to purchase it.
Literature suggests that there appear to be three similar but yet noticeably different terms
of significant importance to discuss. First is the most commonly used term “Opinion
Leader”. Flynn, Goldsmith, and Eastman (1996) explained that opinion leader is one who
has absolute understanding and knowledge of specific category within market of various
products and services. Market Maven is the second term which says that market mavens
have all the understanding and knowledge entirely of any kind of product available for
Brand Extension Success: Mediation and Moderation analysis 91
shopping (Feick & Price, 1987). Lastly is the Brand evangelist who differs from the
Opinion and Market mavens in terms of depth of knowledge as one can see below in the
figure (Doss, 2013) but Brand evangelist have less knowledge of the range although in
depth champion within one brand.
De Matos and Rossi (2008) said that satisfied customers or consumers are believed to
spread positive word of mouth However Doss (2014) had rejected this by revealing that
brand evangelism and consumer satisfaction does not have a significant relationship.
Nevertheless satisfaction is holds significance importance in marketing field as it leads to
repeat purchase behavior.
Figure 2.6
Knowledge based Levels
A different approach to find more about the Brand evangelism was taken as study by
Becerra and Badrinarayanan (2013). Theses researchers investigated how brand
evangelism relates to specific brand categories. They stressed that Brand evangelism is
concept of such as consumers who endorse the brands with passion and actively circulate
their usage experiences with other consumers. They go to an extent that they force others
to try the brand even if people were using competing brands. Brand evangelist will
Brand Extension Success: Mediation and Moderation analysis 92
continue the effort till a person switches to the suggested brand. During this activity,
brand evangelists actually recruit consumers to experience the brand over other brands.
Companies are in regularly trying to find on how to effectively promote their brands.
Finding brand evangelists can be a good way for marketing managers to disseminate
relevant information transfer from the business to a selected consumer. In order to build
strong relationship finding and understanding Brand evangelist should be top priority of
managers as brand evangelist can perform the role of guerrilla marketers for the brand.
(Doss & Carstens, 2014)
Product Concept
Anything customer reflects of when visible to a specific main product is called
product concept (Chung, Anne, & Margo, 2001).There are dual kinds of product concept
which are function-driven & detail-driven and they‟re totally different from one another
(Chung, Anne, &Margo, 2001). A function-driven product are reliable and durable and
these function-driven products are more concerned with product utility (Chung, Anne,
&Margo, 2001).On the other hand, a detail-driven product is concerned with detail, detail
or feature as their trade mark. For instances the function-driven products are Nike and
Adidas as they are concerned with utility. Whereas, Mercedes Benz is for instance of
Detail-driven product, as customers are concerned with the product detail and detail (Pitta
& Katsanis, 1995). In 1991, at page no. 192 Park et al. propose that, “For utility driven
and detail driven products, the most favorable consumer reactions can be expected when
product extensions and core products have high concept consistency and high product
feature common elements”.
Brand Extension Success: Mediation and Moderation analysis 93
While a function-driven product was available at a specific product class with a lower
cost-feature fact, mutually the primary product idea and the product extension are
affected by it. AS above, the term cost-feature used which tells that when a product is
costs lesser from its parent product, it is being perceived that it is having reduced feature
than the parent product and vise-verse. If the made available product suit cost-feature
ratio, a consumer may just be more favorable towards the freshly produced available
product. Likewise, the present customers of the function-driven product won‟t support
against the made available product with lesser cost feature proportion because they
perceive that if the product is of low cost so it will have lesser features. On the opposing,
a revision in 2001 by Kim et al. advised that, when a function driven product is made
available to a parallel or changed product kind at a greater cost feature point, the outcome
might not be the same as of utility driven product extending to a lesser value-worth
position. i.e., customers‟ feels more troubled with the delivery in contrast with product
appearance. For example, customers may think it not that compulsory for the utility-
driven items to have greater appearance driven product aspects since clients are anxious
about the working capability of the product as linked to visual aspects. Reflect on the
case in point of a purpose-built product: the Gillette Trac II, had a triumphant expansion
at what time it was inducted as dispensable blades at a lower cost-value position. On the
other hand, whilst Gillette introduced extensive merchandise amid elevated cost, the gold
plate frugal Trac II razor, the product flopped for the reason that customers were not
excited about paying a high cost for the “glamorous” but regular razor with same aspects.
(Pitta &Katsanis, 1995)
Brand Extension Success: Mediation and Moderation analysis 94
Similarly, if a detail-driven product is made available to the same or contrasting product
class at a shallower cost- point, the detail driven product in general doesn‟t give a fruitful
extension. Due to existing customers of the detail-driven product preferring to view the
recently made available product as an inexpensive form of the initial. In contrast, when
the detail driven product is made available to a product with great proportion of cost-
aspect, the made available products tend to be believed. The present customers of the
detail driven product are probably to buy the higher cost product because higher cost
items display high quantity of specs. For instance, Distance has fruitfully made available
its detail-driven product of banana republic. This fruitful extension of clothing product
shows that they tend to be fruitful when they are situated at an elevated cost-feature point.
Hence, whilst function-driven products are more acquired when they are made available
to a lower cost-feature point in contrast to the original product, detail-driven products are
likelier to be successful when they‟re made available at a raised cost-feature fact as
linked to the original product. This study mainly emphasizes on both main product
concepts; function-driven and detail-driven. In general, customers tend to rank the newly
initiated product positively when they realize that the newly made available product and
the original product are related to product idea. (Fu, Saunders & Qu, 2009; Park et al. -
1991; Pitta & Katsanic, 1995)
Brand Image
Brand has made it possible for the consumers to code their emotional and
functional values in their minds. Whatever the subsequent image will be it will make
possible for the consumer to know the difference between brands which competes each
other. Keller in (1993) defines that brand image is the opinion that the brand
Brand Extension Success: Mediation and Moderation analysis 95
organizations has created in the minds of the consumers. These organizations mention
those features that connect brand with the minds of the consumer (Aaker, 1996a). Those
organizations that make the brand image can mention both the features that have the
physical presence as well as the nonphysical presence. Something that is a part of the
nature or not the part of nature can be the outcome of both the inside and the outside urge
of a person that rely on their own practice of the brand. For that reason, to locate the
boundaries of the variety of organizations essential to brands is not a small task and a lot
of hard work is fixed for striving to structure to identify extents that pointedly effect the
image component (Martinez & Pina, 2003).To form a brand name with firmly established
organizations is a method of accomplishing a competitive advantage for the firms for the
past ten years. Firms spend too much money to grow a brand. It is a very expensive
procedure but once this procedure accomplishes a positive result, it will have a return.
But firms are not always having the financial power or do not want to spend too much
money every time in creating a new product. Normally, firms use economical approach to
launch a new product. Subsequently, producing a new brand name for the new product
grouping, a popular and a victorious brand name which already exist is enlarged into the
recent product grouping; that is to say it is called brand extension. It is a very popular
reality that to launch a brand the more spending of money is required rather than to
produce a brand extension which stimulate firms to choose brand extension more than
launching a brand that never existed before.
Firms do brand extension via sub-branding, obtain or full name approach. When a firm
prefers to join a brand name that never existed before with a brand name that is already
existed, it is called sub-branding (Arslan & Altuna, 2011). Consumers carry brand of
Brand Extension Success: Mediation and Moderation analysis 96
parent as a signal, meanwhile firms launch a name that never existed before. Consumers
identify sub-brands in a different way than the sub-brands that are new and unknown. To
keep this new data consumers bring subcategories that are connected to the actual brand
name. Consumers go after a sub-typification procedure, that permit model or to keep
classification, but with appendix the sub categories and the sub brands are connected by
each other. The obtained brand extension does have a connection but they are dissimilar
from usual brand extensions as merely a segment of the parent brand name is visible in a
resulting brand extension. There are 3 dissimilar sort of the brand extensions a) A part of
the name that is used which is combined recognizer of the extension product category
(for example, Nestea); b) To use that segment of the brand name that is joined by a
general concept (for example, NESQUICK); and c) A tag derived brand extension (TED
air shuttle services of UNITED or CAT vs Caterpillar) (Olavarrieta et al., 2008).
To estimate both brand extension approval and feedback outcome on brand image of
parent, the scholars depend on categorization theory and theories of schema-triggered
results like associative network theory (Martínez et al., 2008). The theory of
Categorization research propose that when brand extension is first experienced by the
consumers, they think about many methods in which the extension can be placed with
the idea of parent brand “category”. These explanations by consumers can show a result
in new connections with the brand and this can also change the consumer‟s opinion and
reaction for the brand.
Provided that these new connections are in continuity with the original connections,
marketers will be distressed about it. The brand image of parent is complete and brand
evaluation is safe. In many occasions, the new relations strengthen those relations which
Brand Extension Success: Mediation and Moderation analysis 97
are already existed with the parent brand that rule the favorable explanation of the parent
brand. These situations arise when the extension is identical or in the right position with
parent brands and parent brand standards are same with extension. For example a high
standard of Minolta camcorder can raise its point of view towards Minolta as the
camcorder is identical to many other Minolta products and its high standard can motivate
consumers‟ notions about Minolta‟s standard. While on the other side an extension can
make distinct parent brand relations in the brain of consumers and making of parent
brand connections weaker can form a result of less complimentary view of towards the
parent brand. For example, extension like Minolta furniture that has the poor standard can
be seen differently from other products of Minolta and these poor standards of products
may produce a perception about the standard that produce uncertainty in the ability and
scheme of parent‟s brand firm directing a negative point of view for Minolta. (Zimmer &
Bhat, 2004)
As it is said in the associative network theory, the consumer brain is composed of system
of ideas which are joined together that link each other (Martínez & Pina, 2009). When the
consumers link the brand with a new product they adjust themselves with cognitive
structure to board and understand the new relations. This theory says that the brand image
is a schedule of brain which has a connection of ideas that are connected with
connections. When the corporation introduces an extension cogent with the relations that
already exist, the brand scheme will acquire a new idea without making any changes. On
the other hand if new example is not identical with schedule, it will be possible to make
changes and adjust with new relations.
Brand Extension Success: Mediation and Moderation analysis 98
These acts of adjustments and absorbing information act as an “anchor” balancing to the
new information. The weight in which the information must be attached by the costumer
will depend on its accessibility. In high accessibility condition, the brand scheme must be
improved or weakened depending upon the effectiveness and ineffectiveness of the
brand. Opposing, in a weak situation of accessibility, effective information will value
much extensions however, negative information will be more harmful to the closest
extensions to the products and its brand (Martinez & Pina, 2009). When the new addition
is launched, it is evaluated and measured by the costumer on the support of their attitude
towards the extension category and the parent brand. If the parent product or its different
products are not known by the costumer, she will assess the new extension only on the
basis of her familiarity with the extension category. On the other hand, if the extension
product class is new to her, the attitude, on the basis of the parent brand will be formed
towards the new extension. If both the parent brand and new brands are known by the
costumer, a third effect emerges: the awareness to blend in between the parent brand and
new extension category. It has been shown in the research that the observation to fit
effects supplement in two ways. First, it can smoothen the transfer of attitude
mechanisms from the parent brand and extensions. Secondly, fits can restrain the relative
effect of brand and category attitude. Brand extension attitude creation leads to brand
image (Martinez and Pina, 2009). A calculated factor in the brand extension assessment
process is called Perceived fit, linking up the gap between new product assessment and
brand beliefs. Various works find image-perceived fit interaction effects (Aaker and
Keller, 1990; Boush et al., 1987) thus, fit may have an average effect between extension
Brand Extension Success: Mediation and Moderation analysis 99
attitude and image. Parent brand image will affect fit understanding, and such
understanding will have a direct effect on the assessment of the new product or service.
Symbolic and personal beliefs are present in brand image 2004 (Low; Lamb )For
example, The cars named Volvo are considered the safest because they have
strengthening technology for this, with its own features, such as its test specialty, which
is a worldwide recognized in safety tests. However, Volvo nourishes this aspect by
creating a “safest car” setting through its communication, building an environment
possessing safety-related symboligies.
Two aspects of image of brand can be categorized as: general brand image (GBI) it is
related to the its symbolic aspects and brand name, and product brand image (PBI), it is
instantly related to bodily attributes and the product‟s emotional, practical and self-
expression merit (Martinez & Chernatony, 2004). The identification and distinction
between the attributes of product and image are necessary because the evaluation of
brand image worldwide or its position cannot consume the actual amount of the damage
by an unsuccessful brand extension to the actual brand.
The familiarity about the brand, in the costumer's mind is also known as brand image
(Keller, 2003). Known brands are different from unknown brands in accordance with
costumer's understanding. Different links are made by the costumers for different brands,
whether for their family use or own, through friends or their social contacts or
advertising. Familiarity, of goods with low attachment, can guide the decision of buying.
Where there is no ambition for deeper assessment, this sharpness may be basic. (Aaker,
1998, p.68)
Brand Extension Success: Mediation and Moderation analysis 100
If, on one side, the role of ease is clear in brand launch, its role on the other side in the
customer‟s assessment of enlargement is still unclear. When the degree of brand
information is low, the trust of customers in the brand‟s quality and ease make their
assessment (1990, Keller). According to (John et al., 1998) flagship products are less
impressionable to the weaken impact of parent brand extension due to the extensive
exposure of the customers experience and familiarity with such goods. Difference in the
measure of brand image may depend on brand familiarity and reaction of costumer to an
extension may be overdone by customer familiarity with brand products (Klink; Smith,
2001).
Research conducted by Taylor et al. says in (2007), brand image is defined as thinking
about the brand as the brand association reflected in customer‟s memory. Today,
investment of firm is fundamental resources to develop names with a good image.
Among other merits, a positive image eases business expansion through brand
extensions. Thus, brand name with the same product information is able to purchase the
brand image, the awareness of brands and, on the whole, brand equity, the established
markets obtained. (Salinas and Perez, 2009)
According the work of (Boo, Busser & Baloglu, 2009), brand image is considered as the
logical or emotional perceptions consumers attach to specific brands. Brand equity has
been identified as an important source of brand image (Boo et al., 2009; Emari et al,
2012)
Income and Economic Perspective:
In the few years the pressure of luxury good has been increased, with low
consumer confidence and the rise of the Euro against the dollar reducing global consumer
Brand Extension Success: Mediation and Moderation analysis 101
expenditure on brands (The Economist, 2003). Although launching the new brand has
proven to be a highly profitable and makeable growth strategy in the luxury sector, such
defining factors as exclusivity, high apprehension and attractiveness can be lost as the
brand and its luxury appeal becomes weak. Indeed, many luxury brand organizations
have re-measured as the breadth of their brand extensions and the number of licensing
agreements granted by them. (The Economist, 2004)
The key factors that catches the eyes of the consumer have always been the way the
product is launched, focus is more on the psychological factors of the consumer and
enthusiasm, these have been the effective factors that made the Brand flourish, traced out
by the research analyst. The environmental factors i.e. the culture plays a vital role in
examining the nature of brand extension as individual's choice always matters and it may
vary as the world is a multilingual society.
The eastern culture seems to win the battle from the western side as their response to
product increase was more rapid then the white people. Monga and Johan have provided
this extensive research (Monga & John, 2007).In their research the critical and creative
mind have been the key prospect. (Nisbett, Peng, Choi & Noranzayan, 2001).The
Western thinkers who claim themselves as the masters seems to be less interested in the
older brands and in the enhancement of the brands than the east. Therefore the products
lost its roots in the middle in the west.
The brand's fragrance is spread by its uniqueness in the brains of buyers (Park et al.,
1991). Functional brands are always rated by its authentic value the way it functions and
become the need of people while prestige oriented brand refers to the specific standards
Brand Extension Success: Mediation and Moderation analysis 102
of people. Research had found out that Functional brands have less visualized power than
prestige brand, hence providing a wide audience to the prestige brands though how less
physical weakness it may have (Park et al., 1991). So Rolex brand can get attraction even
with the less imagery power but Timex would be unsuccessful as it would lack the
material power for the product. But if both the products are introduced with the same
visual power both will be successful (Park et al., 1991).Hence the more economic power
a product has the more it will attract.
Prestige brand are presented in such a way that they can be easily referred to the normal
living condition of people, hence the product will be extended in all both cultures. On the
hand the Function brands lacks the physical and Psychological connection with the
people, hence putting gears on the extension of the product categories. Hence people
living in the east are masters at finding new relations so they will quickly match up the
relationship between the brand and extension. Therefore sooner a loud voice and mass
revolution would stand up for function oriented brand extension.
As it‟s an era of Global power so different powers has emerge and different parameters
has been set for the marketing of the expensive brands. These luxurious brands find its
roots with the emergence of France on the global map; the 150th
anniversary of
manufacturers such as Louis Vuitton in 2004 appears as trademark (LVHM, 2005). The
treasure that belongs to the upper class became common, comforting and affordable to
the masses in the 80‟s. Therefore these products spread in every nock and corner and its
supply increased and reshaped the economic status in nineties (Flock & Roux, 1996).
“LouisVuitton” is the best example for showing the economic growth from 2002 to 2004,
Brand Extension Success: Mediation and Moderation analysis 103
as the income was reported to billion 2.5 euros, net takings increase by 80 percent.
(LVMH, 2005)
Therefore the companies have developed various strategies for the extension such as
brand new products, variety in product and their name. Hence France which for years was
only known for “Haute Courture” has now introduced new products which have occupied
the throne of brands all over the France.
The imagery of a luxurious brand lies in the favorable conditions it applies, keeping in
mind the culture and current situation. Therefore the consumer is readily attracted
towards the brand as it is the need of time and his luxurious life. (Macinnis, Jaworski &
Park, 1986; Park, Lawson & Milberg, 1991)
In short this study gives all the background why luxurious brands have become a need of
time, how they are connected with us as they shape the world for us. While on the other
hand non luxuries items are specially are rated on their market value rather than the
individual attractiveness.
Therefore, luxury parent product qualities are a suited forecaster of extension perceived
quality. The outcomes for purchasing intent of luxury brand extensions revealed
conceptual fit as the lone core forecaster. However, a low-level but weighty interaction
results in among brand quality and conceptual fit was revealed. Apparent quality was
reviewed as inborn for luxury brands by users owed to their extraordinary association in
the buying procedure, and their symbolic buying intentions.
Luxury brand extension is assumed to support the essential brands image of the parent
brands. However, to attain this object, the association among users and the luxury brand
should be strengthened. In 1995, Roux determined the impression of luxury brand
Brand Extension Success: Mediation and Moderation analysis 104
extensions on the parent brand image through brand confidence, brand prestige and
desirability. The dependent variables were foreseen through conceptual fit, apparent
worth of primary brand, and transferability. The outcomes indicate that the brand
confidence is only foreseen by conceptual fit. Therefore, only luxury brand extensions
that associate to the original luxury brand‟s expertise and form brand confidence will
have an optimistic influence on the parent brand. If extensions are unpredictable, brand
confidence will reduce and will lead in brand image reduction. Brand prestige is foreseen
by conceptual fit and brand quality. Transferability meaningfully shares to brand prestige,
but to an inferior range. Only authentic luxury brand extensions contribute to brand
prestige, assuming the brand has a position for prime quality and retains the capability to
handover its credentials. A luxury brand extension faces the contest to spread focused
markets, but also to preserve the feel of being circumscribed. The objective is to upturn
clients‟ desire for the brand. Conceptual fit and brand perceived quality are the foremost
forecasters for desirability. If brand desirability is reduced or not preserved, the brand
image for luxury brands will be wounded. People aiming to buy luxury brands for
ostentatious purposes, will eliminate their need for these brands. Generally, the outcomes
presented that brand confidence, brand prestige and brand desirability is meaningfully
related with the nature of luxury brand extensions.
Brand Extension Strategy of Renowned Mnc‟s And Their Products:
Taking into accounts some of the most famous MNC‟s who have practiced brand
extension strategy and extended their products-line to carter specific needs based on the
culture, political, legal and socio economic factors in the globalized world. Brand
extension as a strategy which is used commonly to extend the brands and increase the
Brand Extension Success: Mediation and Moderation analysis 105
brand equity. Its major role is to save the companies from incurring huge costs and risks
in launching a new product. (Tauber,1981).Through brand extension companies can be
able to enhance the sales volume (Roedder-John, 1998); capture a big chunk of market
(Smith, 1992); and transfer into the position where they can charge a higher price. (Swait
et al. 1993).This strategy allows companies to enhance the prevailing image of the brand
in the heads of consumer (Keller, 2003).Brand extension make it possible to stretch the
attributes of brand while adding value to it. (Levy, 1997).Where customers able to
increase the horizon of brand image through marketing stimuli and companies able to
convince the larger number of consumers to accept the function of the extension then we
may call a winning brand extension. (Keller, 1993).Brand extension fulfils the variety
seeking need of the consumers as they always appreciate the large variety which helps
them to make a decision. (Kahn, 1998)
Reebok:
Talking about Reebok a UK based company which had its feet established in the
market and needed no more introduction. First step was completed that was making
people recognize. The second step which a MNC like Reebok thought was extension of
its product line. In the past they were already being endorsed by stars like 50 Cent and
Jay Z, but now when extending their product line they had in mind to cater more
customers and to make their product line diversified. So they had to take the help of
movies and had given fitness and sports a new look. In the past Reebok was all about
shoes, now if you focus they are the leading manufacturers of sports garments,
accessories, treadmills etc. The difficulty they faced was losing their image of parent
Brand Extension Success: Mediation and Moderation analysis 106
brand in the eyes of the market but still that was on the minor scale as the diversification
was in the same category that was sports.
Coca-Cola in Finland
In Finland, coca cola had this idea of extending its brand to more flavors, what
they did not know was they were actually ruining the image of the parent brand that was
the original coca cola. The point we are establishing here is that brand extension has its
advantages but has its disadvantages as well. Parent brand had such a big impact on
consumers mind that initially the launch was minor success but when talking about
adding flavors, Coke already had much of the competition, which the ignored or may
have overlooked. If a MNC has no advantage over the competitive brands when
launching an extension in their brands then ultimately the product will face a failure
which Coca Cola eventually faced. You need to have diversification in your product line
when you are focusing on brand extension.
Mcdonald‟s in India:
McDonald‟s is a fast food chain and it is more famous for their beef juicy burgers.
When McDonald entered into Indian market they have come up with the same product
line which is being offered internationally but gradually firm has learned through the
behavior and cultural factors of locals in India. Indian market is the most potential
consumer market around the world which has the large number of population.
McDonald‟s doesn‟t wants to get beaten by any of their potential competitor which could
anytime come up with the more diversified product line which could better served the
locals with even better quality. McDonald‟s has quickly analyzed the beauty of the Indian
culture and analyzed what they are doing wrong by offering limited beef burger product
Brand Extension Success: Mediation and Moderation analysis 107
line to local consumers in Indian. McDonalds in India made the revolutionary turn by
introducing “Veggie burgers” in their product line so that they can capture the vegetarian
segment of the market. This move was actually a product-line extension, which has
helped the firm regained its value in the market. This move has captured the Indian fast
food market like a fire and locals feel themselves connected as global firm is showing
respect to their culture by offering them something different from their basic global
product line.
Pizza Hut in Pakistan:
Pizza hut has done their homework and had already researched about the culture,
taste, preferences and social factors of Pakistan before entering into the Pakistani market.
They have successfully captured the maximum share of Pizza/fast food market because of
their brand extension strategy. They have offered new flavors of pizza which has directly
hit the taste and heart of local pizza lovers. “Chicken tikka pizza, Kabab pizza and other
spice strategy” is being loved by the locals and they feel the connection with the firm as
they have offered something which is very close to the tradition dishes and recipes of
locals.
Colgate in India:
Colgate has been the leading oral care product in the world. When they planned to
enter into the new market of potential consumers they have researched the culture and
tradition of India. They came up with the new product line-extension of their local
product with name of “Colgate Herbal toothpaste”. The firm already knew the product
category and cultural importance of the product which is driven long period ago when
INDO-PAK people used herbal ingredients to wash their teeth. Colgate identified the
Brand Extension Success: Mediation and Moderation analysis 108
perfect place to focus which would give the best satisfaction level to the locals. They
have introduced “Colgate Herbal Toothpaste” and penetrated the market showing respect
to old traditional practices and values of Indian culture. Furthermore, they have targeted
the benefits of herbal ingredients scientifically and promoted the old practices of their
four fathers in a more globalized way.
Sunsilk for Muslim World:
Sunsilk Clean & Fresh variant was formulated specifically for Hijab wearing
girls. They have extended the line of the product to target the Muslim women who wears
Hijab. We have always watched the shampoo adds where a girl washing her hairs. It was
a tough challenge of Sunsilk where they have to advertise shampoo without showing
hairs due to cultural sensitivity. They replaced hair with stylish Hijab‟s and targeted the
growing fashion of hijab as a style symbol.
Globalization And Brand Extension Strategy:
Globalization can be defined as concept which illustrates the development of a
progressively more integrated global economy where countries become interdependent
marked mainly by free trade of merchandise and services, free flow of capital either in
the form of FDI or portfolio investment, and the tapping of cheaper resources and foreign
labor markets.
Czinkota & Ronkainen, (2010) emphasized that the extending of economic, cultural and
social ideas across the world is called Globalization.
Global brands are characteristically larger than local or domestic brands and hence are
also likely to be perceived as stronger and more dominant. (Khondker, 2004)
Brand Extension Success: Mediation and Moderation analysis 109
The outcome of globalization on brands has been impressive. Companies are intending to
develop new brands directly global to attract global customers. (Gelder, Sicco Van, 2002)
A brand needs to offer related sense and knowledge to nation among societies.
Companies should develop internal and external factors that control a brand to be alleged
and practiced by consumers. (Gelder, Sicco & Van, 2002)
Industrialization and globalization have prompted firms stretching their administrations
in foreign nations. The most discriminating issue in universal marketing strategy remains
the decision of entrance mode. Globalization of the international market is most
important feature over past few years; some of the researchers like Levitt‟s (1983) said
that globalization would lead to expansion of multinational companies in the world.
It is very convenient for MNCs to expand their market share in today‟s globalization, like
multinational companies expanding their market share in Pakistan through brand
extension ,the basic reason behind is most of the big MNCs are from countries that are
developed including USA, Australia, Switzerland, UK and Japan as they enjoy
favorable country of origin effects in the customer mind because of their previous
positive history and track record. And the companies don‟t have to invest in huge
customer awareness programs advertising cost is also saved and increasing the
affordability by redubbing the cost
For example PTC which was a part of British American tobacco operating in Pakistan
since the early inception of Pakistan and the parent company has presence over 180
countries .the brands includes capstan ,Gold flake, gold leaf, Benson & Hedges etc. and
they are very successfully in that (Business recorder.com).
Brand Extension Success: Mediation and Moderation analysis 110
Even the customers who have so much knowledge on brand extension, they give no or
little attention to it (Nijssen & Agustin, 1999). One of the biggest MNC is nestle in
Pakistan which has been using brand extension strategy to expand their market share in
today‟s globalization in form of nestle yogurt, water, milkpack, Nesvita, nestle cream
etc.
Worldwide business writing has considered authorizing, joint venture sand wholly owned
subsidiaries (WOS) as the method for entering a new market. The decision of market
entrance mode has an effect on universal operations and is viewed as vital in global
marketing (Zhao & Decker, 2004). The market entrance choice influences execution in
future and subsequently there could be no single market section strategy that might be
fitting in all circumstances.
DHL, the worldwide market pioneer of the universal express and logistics industry, was
the first to enter the Chinese market in 1980 (Business Wire, 2006). As a MNC, it chose
to enter into a joint wander and turned into the first express organization dynamic in
China. General Motors (GM) brought R&D capacities into China at the solicitation of the
administration. At the point when other auto organizations were hesitant to empty
engineering and quality control, and bound themselves to get together of completed
autos, GM took the strong activity to tie up with the legislature for R&D capacities.
Today GM has neighborhood production, has built an R&D capacity, and additionally
created it deals channels to make a nearby deals capacity. Accommodating with the
neighborhood government is an essential component for any firm to enter a market. In
light of liberalization and changes in the developing economy in China, Motorola of US
Brand Extension Success: Mediation and Moderation analysis 111
had unmistakably characterized financing and industrialization approaches. It secured
joint advisory group with the administration Electronics Department. It set focuses for
neighborhood substance, completed humanitarian exercises including development of
basic schools. It focused on top of the line clients in cellular telephones segment to
handle neighborhood rivalry. It could catch the advanced, rich, and youthful clients
because of its innovative design.
In Pakistan it is altogether more worthwhile for MNC's to endeavor brand enlargements.
The reason is that the greater parts of the multinational associations begin from
distinctive created nations. Things from these countries rejoice in positive country of root
impact as a main priority of shoppers because of their past track record regarding
customer fulfillment. This accordingly brings down the measure of cash use over
mindfulness creation and since they as of now appreciate bigger markets, consequently
more reasonable for them to dispatch brand extensions in Pakistan. Case in point,
Pakistan Tobacco Company Limited (PTC) a parcel of British American Tobacco who
offers their brands to a huge number of purchasers in 180 nations around the world. They
were the premier brands entering Pakistan as ahead of schedule as 1947. After then they
have propelled new rumored brand extensions.
Localization
Czinkota and Ronkainen (2010) define that the act of operating locally in terms of
employees, product, supply of raw materials, etc is called localization.
Brands that are circulated locally under a specific & well-known brand name designated
by producer should attract those customers who support miniature, narrow producers
Brand Extension Success: Mediation and Moderation analysis 112
against global brands and also ready to give a higher level of price to buy product.
(Sethuraman, Raj;, 1995)
Glocalization
Glocalization is not a recent terminology although it‟s rarely used. Simply we can
say that globalisation and localization may be collectively termed as Glocalization.
Glocalization derives its core from the essence of these two terms to aid multi- national
corporations in better suiting and adapting their business strategies to the
reality/needs/dynamics of the geographical location they‟re operating in. As the world
has largely assumed the shape of a global village, the emergence of such concepts that
businesses can take help from to reach a wider consumer base is inevitable, glocalization
being one of them. “Think global, act local” is the framework that this concept works
within. Globalization mainly talks about businesses entering global markets and does not
clearly state “how” must they do that; so in short globalization is the “what” while
glocalization takes it a step ahead and answers the “how” thereby impressing upon multi
nationals to adopt nativity to the markets they have entered; hence increasing their
presence and strength in the market.
Glocalization is a need of an organization for survival and growth of its local brand into
the global market through localizing and advancement of particular product/brand
according to the geographic conditions and needs of targeted area of a globe.
There are several products and brands which are not suitable and appropriate for every
one due to cultural and economic barriers. Glocalization is an approach which modifies
the same brand or product in accordance to need and demand of those particulars that
Brand Extension Success: Mediation and Moderation analysis 113
couldn‟t avail product due to some reasons that may be any one of them such as religious
difference, taste difference, Cultural, Beliefs & values etc.
Glocalization is formed by two words globalization and localization, but Glocalization
word was modeled by Japanese word “dochakuka” which tells about the global
localization and formally referred to global and local conditions. Glocalization is
preferably describes about the products and services which can be sold to local and global
markets/customers as per the preferences of the clients/customers. The concept of
glocalization was first created by a Japanese company in 1970 for expanding their
business. In 1980 Japanese businessmen implemented this concept for manufacturing the
products and services to serve the purpose of global market demand, also tailored
simultaneously to suit the local culture. Glocalization is considered a strategy whereby a
global product is transformed to add features and attributes so that it can meet the local
needs to be accepted.
Glocalization is a relatively newer concept and as the term itself suggests, is a mix of two
already existent concepts i.e globalization and localization. Globalization can be defined
as any business or organization that carries out activities domestically and further stretch
them to international market with the help of international trade and information
technology. For example cell phones, different cellular companies supply their products
to various countries whereas localization is the process of modifying certain product or
service in a manner that can meet the preferences of the consumers locally or
domestically for example Starbucks deals in a number of countries but for the sake of
cultural adjustment the interior of the shop in every country varies according to the taste
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of the local consumers like the Starbucks branch in Mexico looks more like a bar
signifying that people usually come in a group to have coffee.
Hence the term glocalization can be practically implemented on a business or an
organization which is developed or represented globally manages to appeal and please the
customers that it deals with. Essentially it is the act of tailoring the product or particular
business in such a way that fulfills the demands of the consumers and works around their
desires or needs.
Moreover, a better understandable explanation of glocalization and its difference from
globalization has been given by Svennson (2001) in the article “Glocalization” of
business activities: a glocal strategy approach where the author draws a distinctive line
suggesting that globalization accounts for a standardization of procedures, operations and
even marketing messages regardless of the regional unit being catered to thus helping
companies achieve long term consistency. Going global, for some means taking up the
exact same approach to multiple locations throughout the world. On the other hand,
glocalization has been described as something that takes up the basics of globalization i.e.
expanding business to multiple locations but in doing so, the approach that is taken is that
of gelling in and making the product offering‟s communication a reflection of the local
culture and norms. In short, rather than thrusting something unfamiliar and alien onto the
new consumer base, the businesses pull the consumers towards them by way of their
localized, already deep rooted practices. The ultimate achievement of the businesses, as
will be described in the next part, is essentially the same; that is to bring all the markets
into cohesion ultimately. (Svennson, 2001)
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Most of the previously existing companies or the multi-nationals have to put the rule of
glocalization in account when the decision of expanding beyond domestic market arises.
In order to appeal and be of any use to the greater number of beings, companies or firms
have to consider dealing with several issues and pointers that would please the particular
consumers. From how the advertising should be in different languages understood by
different regions and language manuals to considering the packaging of the product that it
fulfils all ethnic believes to the color contend used to target what sort of audience, all of
the following when to be well thought-out if the glocalization method is applied. This
way, the company or the particular product comes under the use of a wider range of
consumers and is then highly rated as it becomes user friendly and easily understood and
relates well to a greater number of consumers.
Glocalization also relates closely to standardization and differentiation as the companies
try to standardize themselves or their product to a high percentage and for that they need
to differentiate their product or company it to adapt to the laws, customs, and traditions or
just simply to fit the special preference of the customer. Companies like Yahoo, Coca
Cola, P&G, Yahoo, Face book are great and well known examples of companies or
cooperation‟s working around the concept of glocalization.
The term glocalization became popular in the western world by the Robertson (1990),
which played vital role for implementing it. He gave concept to be replaced the
globalization into glocalization also showed desires to distort limit between the global
and local.
There are many organizations across the globe who think globally but act according to
local market. McDonald‟s, Starbucks, KFC, Tesco, Nokia, Hindustan liver Ltd., Ford,
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Viacom‟s MTV local strategy with local programs, Whirlpool corporation, KFC Yum
restaurant, Subway, Taco bell, Coca Cola, Heinz, Disney Land glocalization in Hong
Kong,
No doubt that the world is getting more global. Fashion and taste is getting more and
more similar. The same dress is being worn, the same type of fast food is getting popular
all around the globe, the same movies are being followed by the movie goers, the same
books by the same authors are being read, the same sports is being followed, the same
“Earth Day”, the same “New Year‟s” celebrations are being made. We face the same
problems of terrorism and narrow mindedness, of global warming, of fight on waters
reservoirs and financial crisis and recession.
Global companies tend to benefit most from this trend towards globalization. They tend
to benefit from tastes and preferences getting more and more similar.
But global companies must be worry of this trend and see this closely through. Being a
lot similar to every other person on the earth, we are nevertheless also very unique. And it
is at times this difference that defines us. Jews are different in culture to Muslims, who
are different to Hindus and so on and so forth. Their history is different and so are the
traditions. In this way so is the consumer market different.
A large number of brands like Coca Cola, McDonalds are getting bigger by the day and
are selling in a vast number of countries including Pakistan, but they cannot completely
impose the concept of a totally global menu to each and every country. McDonalds in
Pakistan is somewhat different from India even though both are neighboring countries. In
Pakistan, to be palatable the food must be Halal. In India on the other hand most people
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prefer vegetarian food or meat other than beef hence McDonalds has to distinguish its
products accordingly.
Each brand must decide how much it wants to globalize or localize its product. Needs are
the same all over the world be they food, clothing, information. Brands can nowadays
adapt in all possible cultures to be successful.
Glocalisation Strategies:
During the past 2 decades World Economy has undergone giant strides that have
revolutionized almost every industry and these results in more complex marketing
strategies for companies as well as consumers. There is a common marketing proverb that
is to “Think Global, Market Local” but producing and developing a product portfolio in
global market is a great challenge because the newly introduced product must be
according to social needs and it must be socially acceptable but this global challenge is in
a pursuit of an attractive opportunity to grow and to introduce something valuable and
demanding.
For achieving these social acceptability marketers needs to be trained in terms of cultural
and economical needs of local markets. These markets play vital role in new product
ideation.
Cultural Competence as a Tool For Glocalistaion:
To achieve high ranked glocalization, Cultural analysis has to be made on those
elements that locally help a product getting customer attention and dominance among
other alternatives. Knowing cultural competence or being able to detect similarities and
to allow for differences has to be recognized as a vital management skill because most of
the time cultural myopia has proved to be the major cause of clear rejection of product.
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Element that could cause rejections of the product could be religious beliefs,
superstitions, myths and cultural elements if approached improperly. The major cultural
elements that could locally help a product to get success can be considered as follows;
1. Languages: Languages that are spoken at that particular area locally because ethnicity
has its own impact if it is used for marketing purpose in a positive and proper way.
2. Religion: Famous religious beliefs, customs, and festivals are a good time to show that
how a product could be useful and relevant in enhancing the charisma of festival. For e.g.
Cadbury dairy milk is popularly using these when a high time like Eid, Valentine‟s Day,
Christmas, New Year and event like this creep round the calendar.
3. Values and Attitudes: common values and attitudes could be targeted for attracting
customers of all age groups depending on the type of product.
4. Product Consumption: importantly, product itself is a marketing tool if it‟s locally an
important need for e.g. Gillette razor blades; which are used almost worldwide by men of
all ages, it is a daily routine and being marketed properly works as a cherry on the top
which ends in remarkable sale increase throughout the year.
5. Myths & Legends: Using famous myths and legends of that particular locality for
marketing purposes attracts the customers and builds their interests towards the product.
6. Aesthetic: Clarifying the Aesthetic value of product also helps customer to come
forward towards the product.
Above mentioned elements if analyzed properly could be helpful for marketing to attain a
positive yet maximum product publicity or one can say marketing in better words.
Although the difference in pace and business practices of that area have to be accepted
along with the economical, political, social and environmental stresses that could directly
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affect product marketing. For e.g. Consumers from less developed countries have more
social sensitivities that those which are from developed countries. Their basic needs are
far more different and their affordability to luxuries of life is also restricted to very few.
For such countries products has to be modified accordingly and marketing strategies also
have to be re-shaped other than that continuous innovation has to be made in order to
make customer feel related and interested in product.
Globalization is the basic force that brought glocalizationin to existence or it can be say it
is the cultural aspect which emphasis the development of glocalization. In marketing
terminology, glocalization is the understanding of the needs and wants of the country
region rather than dealing with the global marketing in totally. If the companies try to
approach all regions with the same strategy then the acceptance of the product will be
low among the customers in local market.
For the marketing of services and products in the host country companies can come up
with two types of basic strategies. That is local strategies and global strategies. In global
strategy, marketers deal the market with aspect of single entity and standardized the
marketing activities. This means that the product and services will be promoted through a
standardized system which is applied to all country. The overall marketing mix will be
same throughout the world in which distribution, pricing, products, promotional activities
all are same and treated as a single entity throughout the world.
On the other hand, localized strategies are those which have uniqueness with respect the
country culture, religion and the taste of the market. But, sometime, companies apply mix
strategy to cater the market demand. In which the mix of local and global strategies
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applied in the market. At the same time, major emphasis is on the thought that global
product will get success by adopting the needs of the local or region.
When it comes to the communication aspect of glocalization, it is well applied by the
coca cola through airing of different TV commercials. Coca Cola used top celebrities of
India Amir Khan that showed different character in its ads by using Gorkha, Lucknow,
Hyderabadi and Bombay-Bhai as well. The term glocalization is widely used by the
marketers in their activities especially in food industry where is a great concern about the
credibility and acceptance of the product and it is well organized according to the need of
the country or region. Moreover, Coca cola also featured Aiswariya rai in ads in 1990‟s
when she received Miss World title for India.
Glocalized Marketing, Business and Brand Communication
It is a fact that globalized firm pay more attention to the local needs and articulate their
communication strategies to the need of the region where they are operating because they
have objective to develop and establish their brands in the local territory. In the context of
china and Muslim country, multinational companies create awareness through already
established medium and target the customer on culture basis. In fact some companies
have adopted the mantra of “extent think global and act local”
Think Global and Act Local
For the successful implementation of the strategies firm must think to adopt the
phenomenon of think global and act local because they have their strategic targets which
can only be achieved by keeping the organizational long term goals and applying that in
to local context by adapting to the local market. (Taylor, 1991)
Altering and Adjusting the Marketing Mix
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Adjusting to the local market is become essential for a global firm because they
have to expand their market share. In order to expand market share they need to focus on
some area of marketing strategies which can communicate the message of the company
effectively to the customers. For effective communication companies have to follow
regional marketing mix that suit best to communicate the message. Different region have
different taste, preference and purchasing power, so the marketing mix apply to different
countries must vary according to the need and wants of the target group (Czinkota and
Ronkainen, 1995).
Pricing Decisions
Each country has its own pricing pattern for the product that will best suit the
purchasing power of the customers and by the analysis of the competition in the market.
Vignali et al. (1999). There are some determinants that are involved in the pricing of the
product that constitute to the consumer price which are: the estimated cost of production,
pricing strategy and competitors pricing. These are the processes which are usually
applied by Mc Donald in its pricing of the product. Mc Donald set the prices in order to
capture the market share. Their parameter for the pricing of any product in any country is
the demand which drives it. We have the example of Big Mac with fries in America
which is same as the office worker income earned in 14 minutes. However, in some
places it is considered to the very high priced product relative to the income. On the other
hand, in Nigerian market its cost is equivalent to the earning of worker after 11 hours and
23 minutes. The pricing of the Mc Donald is determined by the purchasing power of the
consumer in that country.
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Advertising
Mc Donald‟s has multiple/various type of advertising campaign in different
countries. There are number of examples in the world like in UK they used famous
footballer Allan Shearer in their hamburger campaign while in France they used the goal
keeper Fabien barthen in their commercials. Their means purpose is to communicate the
message to the audience by using different famous personalities of the origin.
Once, general Manager of McDonalds said that it is useless to advertise the product in
Chinese commercial because they have habit of zapping during program so advertisement
will not get noticed when it is aired and this is opposite to the case which have seen in
western culture. So that is way they advertised their products on print media to get
noticed by the customers.
Promoting Through Host Country Celebrities
In Glocalized strategies companies also used marketing strategies to promote their
products. Pizza hut and McDonalds both have used famous Bollywood celebrities in the
television ads because once the famous personality endorse the product it is get noticed
by the customers and this technique is well applied by both fast food restaurants.
Taste Requirements
One food item strategy is not giving desirable result to the company, because
change in region refers to the change in taste and barriers for implementing the same
product in the other region. For example the beep items food in India is not accepted,
McDonalds change their strategy in India provide chicken meal as required by local laws
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and perception. McDonalds is very famous for the adoption of glocalization to meet the
target of the company.
Religious Perspective
Religious must be taken into account while designing a product because
customers are very sensitive to the religious aspect and it is well implemented by
McDonalds and pizza hut in India because will not beef product and Muslims will not eat
pork in their products. The final product must be modified according to the needs of the
people and customers will likely to adopt the product which are customized with their
taste and preferences and it is successfully implemented by pizza hut out let in India
because customers relate themselves with the brand and eat pizza.
Cultural Difference
McDonalds and Pizza hut functional well because they have taken into account
the differences of cultural and localized their product with the demand of the markets by
not serving beef and pork to the Indian customers. For the adoption of the product by the
consumer product must be modified with the demand in the like “The Great Indian treat”
offered by pizza hut got success and accepted by the consumers. As illustrated by Singh
et al. (2005) that there exist a major difference among the culture of different countries so
the message to be delivered must be localized in the contents.
Emotional Connection
Global position of the company in host country well be appreciated and accepted
by the customers when the consumers of the local product establish a connection with the
product and this dimension will contribute to the success of the global brands and
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consumers will tend to buy the products of that company more easily because they had
established a relationship with the product.
Glocalization of Channels
Glocalization is also adopted in the channel strategy while using the channel
powers. The firms most of the time coerce the channel partners to comply their rules
regarding pricing and channel partners cannot increase the process of the product without
the prior approval of the firm. If the channel partner cut the price and sell the product
then the company cut the supply of product to the channel partners. Same case is found
in the channel of Taiwan firm where channel partner sold product at lower price the
Taiwan firm cut the supply. However, in USA the firms have less power to execute such
policies that leads the firm to be lenient.
To implement glocal strategies successfully the firm must need to understand the
leverages of its global strategies then adapt that strategies in order to best serve the local
market through glocal strategy by analyzing the ground realities of local market.
As discussed above that glocalization is contributing immensely to shape the thinking and
perception of people, so international companies have to alter their marketing strategies
accordingly. Glocalization has changed the conventional methods of marketing and now
companies are spending more resources on research and development and development
of new marketing strategies. In order to penetrate in other market, first you need to
understand the environment of that very society and carefully select the area where you
want fear enter. Due to Glocalization, companies now have more data better about other
market and people and it helps them to make better marketing strategy. Hence
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Glocalization, where changing the thinking of people also invalidate the conventional
rule of marketing and urge to make new rules for penetrate in global market.
In Glocalization all markets are new under one umbrella. Under developed countries have
less resources are compared to developed countries so they can spent less on marketing
strategies, research and development, production, fund raising and other related expense
in manufacturing goods and rendering of services. Furthermore they are limited to the
local buying and selling of product and services. On the other hand foreign countries
have ample amount of resources and due to Glocalization, international giants are
penetrating in local markets of under developed countries and as a result local produces
are facing huge competition and due to limited resources they are losing their market
locally.
As discussed earlier that Glocalization sprang up new dimension of marketing, so in
order to penetrate in other market companies must have sufficient data about the specific
market. In this regard technology plays an important role. The advancement in
technology is touching new horizons and with the passage of time new inventions are
coming. Due to Glocalization and ample amount of information available on internet it is
now easy for the companies to get information of any specific market where they plan to
enter. This information may include Consumer Price Index, Gross Domestic Production,
and Gross National Production, Law and Order situation, Economic Condition,
Purchasing Power, Political Situation and other factors. Global companies use these data
to develop marketing strategies and shape their product according to the environment of
specific markets.
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Culture is the most essential dement of any country. There are more than one culture
prevail in society that are based on living standards of inhabitants. People follow their
culture and try to maintain its identity. Glocalization is the biggest threat for culture now
a day, because global countries penetrating in the market and they also want to change
the environment which is suitable for the product they are going to launch. As a result
people feel reluctant to adopt changes and try to protect their culture from foreign
influence. In this condition it becomes difficult for the global companies to select the
right area and prepare marketing strategies to make their brand successful.
Due to Glocalization, people in under developed countries are getting jobs due to huge
investments of international companies. The best global companies brand are also
become the best local brand. For example McDonald‟s purchase raw materials from the
local markets, make partnership with local people, employs local workers and recruits
local sports and pop stars for its marketing program and gives back to local communities.
It helps the under developed countries to boost their economy and use it for the
development of society. It is helpful for the local owners to transact with global brands
and run their business.
For starters, Yahoo is a great example of a company that practices the term glocalization.
It is well known that Yahoo is a portal that is used worldwide by a great amount of
people to communicate with one another. It not just serves to one section of the world but
to people all over. In order to become a worldwide wanted portal, Yahoo had to make it
useful for people from all different areas of the world speaking and understanding
uncountable languages apart from the Basic English. It provides content for over 25
countries. With translation to different languages including Chinese and Urdu, it is a
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great example of how the company chose the concept of glocalization to attract the
greater number of people in order to be multi-national.
Furthermore, another great example of a company adapting to glocalization is
McDonald‟s. We have all heard it, ate it and loved it. The phrase „think globally and act
locally‟ very well fits MacDonald‟s. They believe in listening and providing the local
market thus expands word wide and very finely has MacDonald been able to fulfill the
need of the customer‟s worldwide. To be a local favorite and a top on the list,
MacDonald‟s has introduced mouthwatering foods from people belonging to different
ethnic and social backgrounds including the Aloo Patti Veggie delight and Maharaja Mac
in India to MacItaly in Italy and more. Apart from the food they serve, MacDonald has
carefully advertised to market its product considering Glocalization. For starters, the
popular band of Pakistan, Jal, was used to advertise MacDonald‟s using their singing
expertise to promote the song with the number that no child can ever forget. Not only the
band, but by using artist like Hamza Ali Abbasi and Aiza Khan who are rated amongst
the most desired in Pakistan, MacDonald‟s was able to grasp the attention and appear
more homely towards the local people. Relatively, KFC is another example of
glocalization. They have designs that locally appeal and attract customers. They also
introduced vegetarian platters “thalis” that are appreciated and very well enjoyed by the
vegetarians in India.
Similarly, one of the top brands, Coca Cola is another great example of glocalization.
Coca Cola is known for its heart touching and memorable advertisement delivering the
right message for the audience it plans to target. The use of local people rather than any
celebrities has made a long lasting impact of itself into the hearts and minds of the
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consumers. A recent advertisement by Coca Cola where they showed the bond between
the two rival nations India and Pakistan went to a great hype of popularity. The concept
of share a coke was loved by every person who watched it. Share a coke was a great
concept shown where high school students, in order to drink the drink, have to combine
its lid to another random persons drink to open it. The concept targeted the younger
generation who have first day butterflies of not knowing anyone. The Share a coke with
dad, mom, sister, friend, family or customized name tags was another brilliant way to
target the audience knowing how much one would love to have a bottle of a drink with a
bubbled bold name of them. Just like Coca Cola,
Moreover, another brilliant example of a company who took the concept of glocalization
to a whole new lever is Unilever. They adapted their products to such a way that would
not be expensive and tailored the need of a larger group of people. For example, the
introduction to the need of regional ice-cream was a great success which was Wall‟s that
provided a wide range of products that tailored the Asian taste buds from different areas
of the world.
Moving on, companies like Nokia is another hit to the definition of glocalization. Nokia
is known for its user friendly structure and applications that are exceedingly desired by
the customers. For starts, Nokia was the first phone to introduce dust-resistant keypad,
and other features like anti-slip grip and an inbuilt flash light for Pakistani and Indian
rural consumers. Knowing the trouble caused for the people of India or Pakistan for that
matter with electricity, the inbuilt flashlight was greatly appreciated. Not only that, the
dual sim concept was also one great way to target the audience especially the Indians and
Pakistanis.
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P&G is one firm that also defines glocalization. From its branding to its locality, P&G
has managed to spread worldwide for everyone and fulfills the requirements and needs
with a wide range of products available to the customers. Not only do the products vary
for different areas but the way they market and spread the word is a great example of
glocalization. Recently, advertisement introduced by P&G was targeting the
underprivileged children in India where by purchasing a product would donate to the
education of the young girls who deserve to be educated.
Apart from companies that produce a particular product, television can also be related to
glocalization. Popular series Master Chef originally started off as Master Chef Australia.
It gained immediate popularity worldwide and was watched and followed by a large
group. Then, as its Australian series gain popularity, the name Master chef started to
spread from Master chef India and Pakistan to Master chef USA and even to target its
younger audience it had aired Master chef Junior which itself had seasons watched and
followed by many. Not only did it glocalize on television, it had online websites and
many different pages all over the internet for recipes‟ and interviews that made life easier
for the food lovers wanting to learn how to make the mouthwatering dishes shown on the
show.
Moving on, HBO is another great example of how the organization spreads its way to
being a multinational channel for different countries. HBO viewed in the states is
different with the advertisement used in the USA or Canada to the channel being a
complete opposite in India aired in a way that advertises Indian culture and brands. This
way, the channel was able to keep a good hold of its audience to a maximum number
rather than being an English channel watched only in the USA.
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In addition to this, one of the most happening and popular shows American idol: the
search for a superstar gained popularity across the globe comes under the heading of
glocalization as a show that initially won the hearts of people living in America
eventually gets successfully highlighted in Indian television which is now in a process to
strengthen its roots in Pakistan too. Language is visibly the most accentuating difference
between the shows being run in three different countries. Moreover, recently Pakistani
audience have come across the hype generated by Turkish dramas aired in country, again
by translating Turkish into Urdu ended up mesmerizing the local audience in Pakistan.
The term glocalization, with the help of above examples, could then be said to be an act
of pleasing the customers in order to build market demand in such a way that fulfills and
reach expectations of the demands put in by the consumers. Glocalization, a recently
introduced term, which had been in use for quite a while by different firms have come in
great notice today as companies that wish to be multinational now have to use this
method in order to spread the word and be known to a larger group of people. The
companies and firms that use Glocalization method are targeting the psyche of the
consumers to read the minds that wish for a particular act or a product and they make
way through the demand to provide the desirability of the customers. Thus, it could be
said, that a firm or company that plays with globalization and localization to invent
glocalization in its production can be said to have made it available and known.
As it can be seen above, glocalization is a major route to becoming multinational. When
it is said that a company is glocalized, they must consider marketing, culture, ethnicity,
language and politics of the particular nation. They must measure global brands and adapt
them to local culture. They must not have a narrow focus and the firm must keep in mind
Brand Extension Success: Mediation and Moderation analysis 131
the country‟s diversification. Though the products are global, the market has to be local.
Glocalization was able to join globalization and localization to emerge the new standards
in global marketing.
1. Homogenity through Flexibility
In the article “Glocalization” published by global media global culture in 2010, it
is argued that earlier, the concept of globalization was mainly driven by the ultimate aim
of achieving homogeneity in various different consumer markets; which is why
corporations used to enter them and structure their product offerings such that, over a
certain period of time, different markets are putting their hands on the similar kind of
products in a similar manner. This is what glocalization changes; it does not reject
homogeneity since that is an essential part of one of the parent concepts that it is derived
from, but channelizes it in a more consumer driven direction. It takes up the manner of
communication that is adopted and emphasizes that the way corporations communicate
their offerings to the local markets needs to be made flexible so that, here again, the
products are somewhat the similar but by way of their effective and more adapted-to-
local-reality communication to the consumers, they can be made to be perceived in an
entirely different context, that is more localized. It is further argued that although the
ultimate goal of the companies happens to achieve homogenized practices at varied
locations so that their operations can be made more standardized and stream lined, but
rather than trying to do that in an abrupt rather crude manner, what businesses do is that
they make the markets more comfortable and at ease by adopting their native ways of
working thereby comforting their psyche; while slowly and gradually bringing them
towards being part of a larger homogenized market place. So in brief, rather than taking
Brand Extension Success: Mediation and Moderation analysis 132
and “invading” approach, corporations take up an “inclusive” approach in their global
business practices.
2. Factors Affecting the Glocal Strategy Of Businesses
Since it has already been established that glocalization follows a path whereby
strategies are largely adjusted and adapted to gel in with each regional unit a multi-
national operates in, it is now important to look into the factors that affect and basically
direct the glocal strategy of a corporation. Earlier, when globalization was being studied,
the “economics” was the only factor pondered over while devising strategies, especially
marketing strategies that involve catching the interest of the consumer. Of late, with the
emergence of the concept of glocalization, corporations have started looking into other
factors as well that largely constitute the behavior of a certain consumer base. These
mainly include the technological and social factors. Technologically advanced markets
and consumers are much more exposed to the happenings on international arena hence
need to be catered to in a manner that satisfies their “educated” and “externalized” minds
about what kind of product offerings are prevalent in what kind of regions while keeping
their localized spirit intact at the same time. Similarly, in societies where the psyche of
the consumers is largely defined by the social norms and according to the strict
boundaries of what is considered offensive and what acceptable, marketing messages
have to be hence crafted very carefully in accordance. Hence we see that the driving
factors behind globalization (the basic business strategy practiced centrally) are
considerably different from what drives glocalization which is the local dynamics.
Furthermore, it is interesting to see that the consumer psyche the businesses study to
tailor their marketing messages for, is ultimately the same psyche that they aim to affect
Brand Extension Success: Mediation and Moderation analysis 133
and change in the longer terms. For example, the values that a certain food and beverages
brand portrays through its ads, let‟s say in the USA essentially would be the same as the
values they portray in Pakistan but their strategy to do this would differ considerably.
Take for example the multinational corporation Coca –Cola. Their values world- wide
can be reflected by words like closeness, warmth, people orientation, liveliness etc. but
the difference lies in that the Pakistani ads, owing to a deep rooted family structure and
importance of the familial unit, the focus is on showing families eating and celebrating
their life with a glass or two of coca cola. But in societies where there individualism reins
and the family units are not that strongly prevalent, the same values are reflected by
friends celebrating together or strangers sharing a candid moment or two while eating out
rather than closely knit families. So essentially, the values are same i.e. bringing people
closer and propagating warmth, but the “how” of showing all this is different.
3. Importance of Local Personnel While Glocalizing
When going glocal, one of the most crucial entities are those personnel that have
to be in direct contact with the consumers such as the sales people and customer service
representatives. Brands have to place special importance while selecting these and
making sure that the personnel are, at the same time both natives of the region the brand
operates in and also have an in depth know how of the central strategy of the brand
worldwide. This way they are better able, through their discourse with the consumers,
fully represent the brand and at the same time, have a local spirit so that the consumers
can have a taste of the global essence of the brand while feeling at home and comfortable
with the surroundings because of the local personnel. “Alienation” on part of the
consumers is something that brands dread because once the consumers start feeling
Brand Extension Success: Mediation and Moderation analysis 134
alienated from the surroundings even if the brand is present locally, is a death sentence
for the brand; this factor can be largely cut down on by having local personnel that carry
an innate spirit of the region within them. Having established it though, it does not imply
that the product itself does not need to be adjusted to suit the natives‟ needs and
dynamics. In fact both these factors work hand in hand to make the process of
glocalization successful; it is like a juggling act where you have to balance between better
adjusted product offering, local personnel with a global exposure and a still intact central
strategy representative of the brand. Hence this works in three parameters at the same
time.
4. Determining the Exposure Level Of The Market Being Catered To
This factor, to a large extent, defines how a certain brand goes about its process of
glocalizing. When entering markets that already have considerable international exposure
in terms of travelling abroad and having an essence of what things are actually like in the
central region of the brand, it becomes a tricky job for the brand to cater to them in their
native place. Such markets and highly vigilant consumers expect the same level of and
same kind of service from the brand locally as well. In such cases, the brands cannot
completely inculcate the local spirit because the consumers already identify themselves
with the international dynamics of a certain brand. This is mostly the case in niche brands
and the niche markets they cater to. The kind of lifestyle that such markets identify with
are often not a feature of their local setting hence for them, the brands have to make sure
that while serving them locally, the strategy is still central brand strategy and the
personnel are better trained to entertain the consumers likewise.
Brand Extension Success: Mediation and Moderation analysis 135
Examples of some of such brands are Mango, Monsoon and stores like Debenhams. Their
products are largely similar to what they are in the international stores; even clothes like
western gowns and short dresses are there in the Pakistan stores of mango while there is a
very limited population here that wears short dresses or western gowns. But that is the
“limited” market that such brands cater to; they are under no pressure to bring a
considerable change in their product mix.
But this factor takes a 180 degree turn when talking about markets that are included in
masses or are close to the masses. These markets do not have such level of exposure and
hence have to be served in a manner which is consistent with their very limited exposure
to the international working of the brand. Their offerings and their strategies have to be
somewhat detached from their international operations and tailored to meet the masses‟
limited knowledge of happenings other than their locality/regional units.
Examples of such businesses are the hyper markets. The departmental store hyperstar‟s
parent company is the French originated chain of such stores called “Carrefour” who
already have numerous stores internationally. But when they entered the Pakistan market,
their target base were the masses constituting the middle and the upper middle classes.
Hence, the way they do operations in Pakistan are largely suited to what their target
market can understand and easily adopt. Where the trend of hand held scanners given to
customers to use while making purchases is common in international super markets, this
trend has not yet been introduced in Pakistan owing to the social class that visits such
super markets in Pakistan.
Many of Pakistan‟s local brands that have entered international markets, both in brick and
mortar and online, such as USA, India etc. are practicing glocalization. One such brand is
Brand Extension Success: Mediation and Moderation analysis 136
Khaadi. When you open their website, you are given the option to choose your country.
This is done so that a customer is only shown those products that are suited for his/her
region and the prices are also show in their local currency. For USA, Khaadi shows the
prices in dollars on its online store; similarly for India, it‟s shown in Indian Rupee. This
is done to make the international consumer base feel at home and familiar.
Pizza hut for their Pakistani consumers have introduced flavors that satisfy the rich taste
buds of the locals. Flavors such as Chiken tikka pizza, Bihari BBQ roll etc. are only for
the Pakistani market that is not used to bland and spice less flavors.
The food giants like KFC, McDonalds, and Subway etc. tailor their menu to a large
extent based on what market they are entering. Their menu collections in the Indian
market are void of any beef products due to religious reasons while their Pakistani menus
(except KFC since it is all chicken based), have a huge variety of beef sandwiches and
burgers. (Business and Management Case Studies, 2010)
Nokia for its consumers based in the rural areas of South Asia (India, Pakistan etc.)
introduced phones that were robust, strong and lower priced. Nokia got famous for its
torch phones that were popular among the lower classes for which mobile phones are not
a luxury/entertainment but used just in time of need. (Business and Management Case
Studies, 2010)
Starbucks coffee is also a worldwide brand firstly opened in India but it works with the
taste of Indian people. In India starbucks has added local preferred tea (Chai) in the menu
and the coffee beans are derived and roasted locally. Likewise they have also added items
like starters having all the vegetarian items no beef or any pork item to be considered
there even included backed items. Ovens and counters are also separated for two different
Brand Extension Success: Mediation and Moderation analysis 137
types of customers. On the other hand in different countries starbucks having different
kinds of menus like in Canada pig is very common to eat so they have starters in pig and
because of their cold whether they like the coffee of deep roasted beans even they use to
eat raw beans casually when they feel warm. So different countries have their own
different tastes like in Dubai there is hem is very favorable and in Thailand sea food.
Starbucks also offers the most different things to eat drink and entertain. They have some
strategies of genders like marriage couple, unmarried couple and also for individuals like
entertainment shows on weekend now starbucks also introduced the bar for people who
use to take alcohol. In North America there are many different things that starbucks offer
because it firstly opened in North America.
SUBWAY is a well-known brand name of a food chain, which is now introduced in
Pakistan. SUBWAY was mainly introduced by Fred Deluca and Dr Peter Buck in 1965.
Previously named Pete's super Submarine, then later the Chain name was changed to
SUBWAY in 1974.
SUBWAY is now a famous food Chain Named in Pakistan also because it gave a new
taste in this new period. SUBWAY has not only made people of Pakistan lover for a SUB
but it also made many build up a new taste which things to see the mixture of both Desi
and recent food. SUBWAY has introduced flavors according to the demand of people as
everyone has different taste buds, and different likes. Flavors of the chicken are easy to
choose as named Fajita, Tikka, barbeque, chicken Teriyaki and oven roasted chicken. All
of these have a unique taste. SUBWAY is good as its marinated chicken has no extra or
less spice then the need.
Brand Extension Success: Mediation and Moderation analysis 138
Other then chicken, SUBWAY has an option of Beef also which is named as Roasted
beef and is loved by beef lovers because it makes a Great combination of both beef plus
vegetables.
Coming to vegetables, SUBWAY is also loved because of the vegetables toppings on
it .SUBWAY is calculate as a healthy food when it comes to OPTP for the vegetable
options are given in a unique way. It offers to choose for Cucumber, Tomatoes, Green
Olives, Black Olives, Iceberg, Onions and Cabbage. There are so many vegetables one
can have in a meal.
Coming to a most different flavors SUBWAY offers to its clients is the one named
TUNA. It is mostly a fish and is suggested in choice to the fish lover‟s incoming the
restaurant.
The McDonald‟s association is one of the most strong global outlet chains in the world.
They have powerful authority and global distance planning to enter a new markets and
obtain a share of the foreign fast food market, I am presenting how McDonald works
globally and act locally all around the world how they got success because they have
same taste in their few products in all around the world but with the differentiation of
some food products like meat because they attract their customers with same dish in
different names in all over the world also with their own language that country had. They
also made their sign boards in their styles like in Israel having sign boards of their
language, in France having French and so on in other countries. McDonalds entered in
the India in 1996 and now you can find in big cities of India its very famous there people
love it, but one thing Hindu‟s are not allowed to eat beef as per their religion because
they accept cow as their mother and McDonalds is a expert in beef burger and Muslim‟s
Brand Extension Success: Mediation and Moderation analysis 139
are not allowed to eat pork as well as and it‟s also not Halal for them so, McDonalds is
not suppose to provide any kind of these things in India because people will not eat it.
Although McDonalds is good in the beef burger but still McDonalds expand all over in
the India why and what kind of menu they provide in India! Yes they don‟t provide beef
and pork, they provide Mc Aloo tikki (with a patty made of potatoes which is popular in
all over the India and peas, spices are also) and Mc Veggie (with peas carrots, beans red
potatoes rice with seasoning) chicken maharaja Mac and many burgers and rolls they
make of veggie and chicken to attract their customer in India because people love to eat
veggie and chicken recipes in India. McDonald‟s strategy is to attract their customer
globally and they provide different types of menu in different countries throughout their
culture and their society. In United States McDonalds target children and in Japan they
targeted adult which is never seen in USA. In Muslim countries McDonalds don‟t offer‟s
foods and drinks in Ramadan but in fasting time and in night after fast they open their
outlet and also having the different deal packages like for kids are separate and for others
are separate. To meet Middle East local taste McDonalds introduce Mc Arabia which
having pita bread grilled chicken sandwich. That dish is very popular in Arab countries
and in Pakistan also. In different countries offers same dish with different name like Mc
turbo in Turkey Greek Mc in Greece and Cyprus. Menus are always adjusted with
different dishes are added or removed according to their acceptance and consumers needs
and demands, the company took localization step when they adapt the name of same dish
in the different countries like Mc Arabia Mc turbo in turkey trying to attract their
customer locally and act globally more they act on culturally like in Indian they target on
veggie and chicken because people don‟t eat beef there.
Brand Extension Success: Mediation and Moderation analysis 140
KFC is an international food unit serving majority of countries in the world. It serves fast
food to the people and manages its taste according to the taste of its customer. KFC
manages and organizes its products according to the demand of customers. It offers
veggie food in India as per the countries demand, similarly offer meat in Pakistan and
hem in Dubai. It is the one of the largest food unit in the world. KFC follows a standard
strategy throughout the world; where ever it installs its outlets it hires the employees of
same area rather than appointing it from somewhere else. The purpose behind doing all
this is that KFC wants to serve its customers according to their taste and hence this is
only possible when he hires the newly people who supplies the product according to
people demand.
Apple is one of the leading enterprises in the world, with the most unique software
installed in its device known as Mac. It is an international unit having designed various
devices like Iphone, ipad, ipod apple macbook. Apple was founded by Steve jobs who
introduced the concept the designing an entirely different software that would be
available on only apple devices. Apple devices have got different prices in different
countries based on the demand of its devices, as it has got relatively cheaper in USA,
Canada then in Pakistan because people are more interested in Apple devices there and
here cheaper price and more deals are offered here. One of the reason behind it is also
that apple was founded there and has got factory outlet there. Apples phones are also not
easy to be use in every country an Apple device bought in a respective country has got its
lock code, ip address of that country and hence its used somewhere else it can‟t be used
so, Apple practices strict security for its devices.
Brand Extension Success: Mediation and Moderation analysis 141
Whirlpool is one of the best company of electronic appliances was introduced in India
about domestic appliances makers; it specially designed different indicators in its
washing machines which are commonly sold in India. This helps Indian women to wash
their sarees without going somewhere like at the laundry shop to wash their sarees. It
formed a partnership with local partners to enhance its design element to match with local
taste and culture it also designs its refrigerator in bright shocking colors like primary
colors because many Asians consumers keep their refrigerator in common room as a
symbol of dignity. It believes to bring into line worldwide what it can‟t do and adjusting
their product as per the opposite meetings of assets. Majority of whirl pool are not
powerful but there washing machine which as specially designed for Indian women is
very strong as per part of global strategies, company wanted to develop goods that on
consumer taste and needs.
Therefore, Glocalization is very important because it operates throughout the needs and
demands of customer and also works globally and acts locally.
2.1 Research Hypotheses
2.1.1 Hypotheses for Close Extension
Hypothesis for Brand Loyalty and Evangelist.
H1: “Brand Loyalty characteristic of consumer significantly lead to become Brand
Evangelist”.
H2: “Brand Loyalty is positively related to Successful Brand Extension Evaluation”.
Brand Extension Success: Mediation and Moderation analysis 142
H3: “Brand Evangelist significantly mediates the relationship between Brand Loyalty and
Successful Brand Extension Evaluation”.
Hypothesis for Marketing Support and Parent Brand Experience.
H4: “Marketing support provided to extended brand is positively related to Successful
Brand Extension Evaluation”.
H5: “Parent Brand Experience in past moderates the relationship between Marketing
Support and Successful Brand Extension Evaluation”.
Hypothesis for Consumer Perceived Fit & Brand Image.
H6: Consumer Perceived Fit is positively related to Brand Image of Extension Brand.
H7: Consumer Perceived fit is significantly positively related to Successful Brand
Extension Evaluation.
H8: Negative Brand Image Moderates the relationship between Consumer Perceived fit
and Successful Brand Extension Evaluation.
Hypothesis for Brand Image & Perceived Risk of Unknown.
H9: Brand Image is significantly positively related to Successful Brand Extension
Evaluation.
H10: Perceived Risk of Unknown moderates the relationship between Brand Image and
Successful Brand Extension Evaluation.
Brand Extension Success: Mediation and Moderation analysis 143
Hypothesis for Consumer Perceived Brand Concept, Parent Brand Conviction &
Brand Loyalty.
H11: Consumer Perceived Brand Concept is positively related to Parent Brand
Conviction
H12: Consumer Perceived Brand Concept is positively related to Brand Loyalty.
H13: Parent Brand Conviction and Brand loyalty jointly mediate the relationship
between Consumer Perceived Brand Concept and Successful Brand Extension Evaluation
for close extension
Hypotheses For Distance Extension:
Hypothesis for Brand Loyalty and Evangelist.
H14: “Brand Loyalty characteristic of consumer significantly lead to become Brand
Evangelist”.
H15: “Brand Loyalty is positively related to Successful Brand Extension Evaluation”.
H16: “Brand Evangelist significantly mediates the relationship between Brand Loyalty
and Successful Brand Extension Evaluation”.
Hypothesis for Marketing Support and Parent Brand Experience.
H17: “Marketing support provided to extended brand is positively related to Successful
Brand Extension Evaluation”.
Brand Extension Success: Mediation and Moderation analysis 144
H18: “Parent Brand Experience in past moderates the relationship between Marketing
Support and Successful Brand Extension Evaluation”.
Hypothesis for Consumer Perceived Fit & Brand Image.
H19: Consumer Perceived Fit is positively related to Brand Image of Extension Brand.
H20: Consumer Perceived fit is significantly positively related to Successful Brand
Extension Evaluation.
H21: Negative Brand Image Moderates the relationship between Consumer Perceived fit
and Successful Brand Extension Evaluation.
Hypothesis for Brand Image & Perceived Risk of Unknown.
H22: Brand Image is significantly positively related to Successful Brand Extension
Evaluation.
H23: Brand Image is negatively related to Perceived Risk of Unknown.
H24: Perceived Risk of Unknown moderates the relationship between Brand Image and
Successful Brand Extension Evaluation.
Hypothesis for Consumer Perceived Brand Concept, Parent Brand Conviction &
Brand Loyalty.
H25: Consumer Perceived Brand Concept is positively related to Parent Brand
Conviction
H26: Consumer Perceived Brand Concept is positively related to Brand Loyalty.
Brand Extension Success: Mediation and Moderation analysis 145
H27: Parent Brand Conviction and Brand loyalty jointly mediate the relationship
between Consumer Perceived Brand Concept and Successful Brand Extension Evaluation
for distance extension
Brand Extension Success: Mediation and Moderation analysis 146
Chapter 3: Research Method
This chapter of research methodology explains how and which research approach
has been taken by the author. Keeping in view the research objectives set in the first
chapter which research strategy has been taken to meet the target objectives. This
chapter begins with explaining research design, stimuli selection of close and distance
extension. Followed by the discussion on dependent and independent variables used in
the research model with proper citation from past research studies. Questionnaire
development, scale selection and adoption of questionnaire items. Further this chapter
unfolds how sample was drawn from population and what sample size was appropriate.
This chapter ends with statistical test applied for data analysis of the research hypotheses
developed through extensive literature review.
3.1 Research Design
The design of the research has been done to do justice and fulfill entire
requirements of quality and novel research on brand extension. Main focus of this study
design was that it should add or significantly contribute in the existing literature about the
issue. This research is an attitude/ perception measurement research so qualitative
responses have been converted to quantitative aspect to test empirically on SPSS.
3.2 Stimuli Selection
In Pakistani market there were plenty of new brand extensions done by various
domestic and international companies. Almost around 20 to 30 brand extensions related
to FMCGs and other sectors. As discussed earlier in Pakistan, different companies like
PEPSI and Nestle have used the Brand Extension strategy by introducing the concept of
providing clean drinking water like Aquafina and Pure life respectively in order to cater
Brand Extension Success: Mediation and Moderation analysis 147
the problems of polluted water available in the country, especially the rural areas. This
brand extension strategy of Pepsi, Coca Cola and Nestle has been extremely successful as
we can see that although these are American and Swiss Companies respectively but
they‟ve captured the maximum share in the market of providing clean drinking water in
Pakistan. Another example of a good Brand Extension Strategy is the Uniliver‟s Sunsilk
Sachets which is originally a high class Shampoo being made to target the upper middle
class population but a recent study shows that most of the Brand‟s Sales Profit is derived
from the sachet market which mostly includes the rural areas. Similarly, famous food
chains have used a brand extension strategy in different markets of the World by catering
the market‟s needs like we can see in Pakistan that many Branded food chain franchises
like Pizza hut, McDonalds, KFC and likewise have added the desi dishes in their menu
i.e. the essence of the culture and food like the Pizza Hut‟s Chicken Tikka Pizza,
McDonalds McArabia (shawarma type dish) and there are many examples of such brands
that have used the Brand Extension Strategy in different markets in order to get success.
Thus from all the extensions so far; following two brand extensions of domestic company
were finalized to be part of this research as they have never been used before as examples
and both extension presents different level of synergy and are recently done in the
market:
1. “Guard Oil Filter Viz. Guard Rice” has been taken for the distance extension.
2. “Sufi Cooking Oil and Sufi Frozen Food” has been taken for the close extension.
3.3 Data Collection
Both primary and secondary data was collected for this dissertation. Secondary
data was important and obtained from various sources and mediums like magazines,
Brand Extension Success: Mediation and Moderation analysis 148
published books, research articles, online journals and other Internet sources to make a
proper literature review to initiate a proper discussion and set theoretical background for
this research study being conducted. Whereas the primary data source entirely depended
on the survey questionnaire designed especially for this research. Pakistani consumer are
9th
largest English speaking nation of the world and the secondary and tertiary level
education is given in English so research instrument designed was in English and all
those respondents were approached who had better understanding of English language.
As the questionnaire was especially designed by incorporating Pakistani examples so
questionnaire reliability was very important to further analyze the data.
3.4 Research & Testing Instruments
For the purpose of data collection, instrument utilized for this research study
comprised of survey questionnaire only and SPSS 19.0 statistical analysis as a software
tool was used for data input and management. In analyzing the data in SPSS, author has
used the technique of regression model. Multiple regression, Mediation and Moderation
analysis was used to solve and answer important problems for research. Regression
analysis was the most common and versatile technical unit applies in all aspects of
business decision-making. Most of all linear regression models were applied to test the
linearity and relationship between variables to further use the variables as mediator or
moderator in the research process. Questionnaire instrument measured how consumers
make decisions of evaluation or form impressions and attitudes regarding the brand
extended by the company. Multiple regression analysis was a most commonly used
statistical technique that helps researchers examine the relationship among a single
dependent (criterion) variable and several independent (predictor) variables. The rationale
Brand Extension Success: Mediation and Moderation analysis 149
of the multiple regression analysis was to make use of those independent variables such
as Parent brand conviction, brand image, brand loyalty, consumer perceived fit, consumer
perceived concept, Marketing support, Brand Evangelist, Perceived Risk of unknown and
all those whose values were recorded from data collection and then were used to forecast
the movement of single dependent variable success of brand extension value chosen by
the author.
3.5 Research Variables and Measurements
All the variables used in the study and empirical research model have been
explained with measuring scales used in the research instrument and the source of
constructs has been also given.
3.5.1 Dependent Variable:
3.5.1.1 Overall Success Of Brand Extension
“Overall success of brand extension” is a consumer evaluation of brand extension.
This variable has been used as dependent variable of this study. In past studies this
variable has been used by many researhers (Keller and Aaker, 1992; Broniarczyk and
Alba, 1994; Muthukrishnan and Weitz 1991). Various determinants of brand extension
success have been identified in past research with imaginative and some real life example
in western societies. But in this study real examples have been used and several
determinants have been used as predictors of brand extension success.
3.5.3 Independent Variables:
3.5.2.1 Brand Image
Brand Extension Success: Mediation and Moderation analysis 150
Brand image is defined as the set of all the concepts, ideas, feelings, emotions,
words, and attitudes of the brand that a consumer holds in the mind (Ko, Kim, Claussen
& Kim, 2008).
As the product is good performance wise and features as well as reliability and is user
friendly it creates a positive and memorable image in the minds of the customers by
which the customers remember the brand name and therefore any further products that
brand introduces gets positive image. This helps the brand to get popular and beats it
competitors across many countries. In this research study the six statements have been
used for measuring Brand Image (Refer to question number-1 till question 6, of the
questionnaire at appendix-1)
3.5.2.2 Parent Brand Conviction
Parent-brand conviction is the term as per Volckner and Sattler (2006) that
represents the brand equity of parent brand of company; the trust formed in the mind of
consumers on the parent brand's quality has to be play critical role that may lead to
extension success. The parent brand‟s convictions, in short pass on to the extent or level
of support provided and commitment depicted by the parent brand regarding the brand
extension.
3.5.2.3 Consumer Perceived Fit
Perceived Fit perception of consumer between parent brand and extended brand
also is an important construct in determining the success of the brand extension. Is the
extension done in the market aligned with the parent brand's positioning? Likewise does
it link with already established consumer perception (Volckner & Sattler, 2006).Fit can
Brand Extension Success: Mediation and Moderation analysis 151
be analyzed from multiple perspectives, but in this study it has been analyzed by two sub
variables Perceived category fit and Perceived Image fit. Category fit refers to the
compatibility or sync of the brand extension‟s product category with previous parent
brand category characteristics such as product attributes and associations. Whereas
Perceived Image Fit is about whether the current image of the extension fits with already
established parent brands image in the category. (Refer to question number 3 and 4 of
Appendix 1).
3.5.2.4 Consumer Perceived Concept Consistency
Brand concept is defined as Brand unique characteristics or abstract meaning may
be like high status of the brand concept that may have been formed or originated from a
particular configuration or product features. Even concepts like highly price or brands
expensive looking design. And how a company has used these concepts consistently to
give meanings to the extended brand? Brand Concept Consistency has two sub variables
Function oriented and Prestige oriented concept. (Refer question 5, 6 and 7 of the
questionnaire, appendix-1).
3.5.2.5 Marketing Support
Marketing support as an independent predictor variable is a factor related to
extension characteristics. It is all about the investment and the effort that company does
in brand promotion (Volckner & Sattler, 2006). Marketing support is one of the important
factors that is under the control of the company. Given the proliferation of brands in the
market, it is only natural that companies that invest in the promotion of brand extensions
are more likely to succeed.
Brand Extension Success: Mediation and Moderation analysis 152
3.5.2.6 Perceived Risk of Unknown
The perceived risk of unknown brands relates to a consumer‟s uncertainty with
respect to the type and degree of expected loss if buying a brand of bad quality
(DelVecchio & Smith, 2005). If consumers tend to generally perceive buying an
unknown brand as more risky, they will turn to a well-known brand if buying a product
or service in the extension category. Hence, they will more favorably evaluate extensions
from a well-known brand instead of buying a new or no-name brand. Consequently, a
positive impact of perceived risk of unknown brands on extension evaluation is expected
(DelVecchio 2000; Völckner & Sattler, 2006)
3.5.2.7 Parent Brand Experience
Parent-brand experience construct is the consumer side characteristic that tells
about the past usage experience of parent company‟s brand and how the consumer relates
that previous experience towards the extension and how will it affect the evaluation of
extension success. (Volckner & Sattler, 2006)
3.5.2.8 Brand Loyalty
Brand loyalty has been described as a characteristics of consumers commitment to
re-buy or post purchase behavior to again and again by same product or a preferred
product/service consistently in the future, despite of other competing brands marketing
efforts and offers to create switching behavior. (Moss, 2005)
3.5.2.9 Brand Evangelist:
Brand Extension Success: Mediation and Moderation analysis 153
Brand Evangelist is defined by Doss (2013) that brand evangelist is a consumer which
feels freely to speak positive information, share ideas and feelings regarding brand.
Consumers are said to be a brand evangelist if they regularly displays a strong craving or
wish to influence others for consumption of the same brand. Additionally, brand
evangelists voluntarily convert other consumers to the use of a particular brand.
3.6 Questionnaire Constructs
For this research study, author has developed a questionnaire based on various
past studies conducted in the field of brand extension and Branding .Questionnaire has
been designed for specifically to measure the research objectives set forward and
question items were borrowed from many studies. Questionnaire was also utilized to
gather the demographic information of the sample respondents of study in Karachi.
Questionnaire was handed over to respondents and were asked to rate their attitude or
perception regarding nine independent variables having two different brand extensions i-e
“Guard Oil Filter Viz. Guard Rice” has been taken for the distance extension. And same
question items were used for Close extension of “Sufi Cooking Oil and Sufi Frozen
Food”. Analysis of entire questionnaire constructs and scales has been given in the
following summary table.
Table 3.1 Constructs/ Variables used in Previous literature with Citation
CONSTRUCTS SOURCE DESCRIPTION
SCORING
EXAMPLE ITEMS
Brand image
Aaker (1996b) Aaker (1996b) used
these six items to
measure Brand image
“This brand provides good
value for money”.
“There is a reason to buy
Brand Extension Success: Mediation and Moderation analysis 154
with seven points scale
but author has
modified them into
five points likert scale.
the brand instead of
others”.
“The brand has a
personality”.
“The brand is interesting”.
“I have clear impression of
the type of people who
consume the brand”.
“This brand is different
from competing brands.”
CONSUMER
PERCEIVED BRAND
CONCEPT
Function oriented
Kew and Kwon
(2010) and Park
et al. (1991)
Function oriented
concept ( 3 items)
were used with Five
point likert scale of
agreement
“Brand X is reliable”
“Brand X is durable”
“Brand X is functional”
CONSUMER
PERCEIVED BRAND
CONCEPT
Prestige oriented concept
Kew and Kwon
(2010) and Park
et al. (1991)
Prestige oriented
concept ( 3 items)
were used with Five
point likert scale of
agreement
“Brand X is luxurious”
“Brand X is prestigious”
“Brand X signals high
status”
CONSUMER‟S
PERCEIVED FIT
Perceived category fit
Aaker and Keller
(1990) and
Taylor and
Bearden (2002)
Perceived category fit
(2 items) were used
with Five point likert
scale of agreement
“The extension is similar to
the brand‟s product”.
“The core brand product
attributes are consistent with
the extended products”.
Brand Extension Success: Mediation and Moderation analysis 155
CONSUMER‟S
PERCEIVED FIT
Perceived Image fit
Aaker and Keller
(1990) and
Taylor and
Bearden (2002)
Perceived Image fit
(3 items) were used
with Five point likert
scale of agreement
Perceived Image fit (3
items)
“The product extension fits
with the brand image”.
“The product extension
conveyed the same
impression as the parent
brand”
“Launching the extension is
appropriate for the
company”
Parent Brand Conviction
DelVecchio
(2000); Kirmani,
Sood and Bridges
(1999)
2 items were used with
five point likert scale
with agreement scale
“In evaluating a new
[product category] product, I
could trust [brand name]”.
“[brand name]is likeable”.
“I relate to [brand name]”.
Parent Brand Experience
Broniarczyk and
Alba (1994);
Swaminathan,
Fox and Reddy
(2001)
3 items were used
from the original study
with same five scale of
Frequency Not very
Often (1) to Very often
(5) and Five points
intention scale of Not
very likely(1) to very
likely(5)
“Frequency of using the
parent brand”
“Frequency of purchasing
the parent brand”
“Intension to buy the parent
in future”
Brand Extension Success: Mediation and Moderation analysis 156
Marketing Support
Nijssen (1994) 2 items with
agreement scale on
five point likert has
been used.
“Extension brand is well
supported in terms of
advertising”
“Extension product receives
competent marketing
support”
Perceived Risk of
Unknown
DelVecchio
(2000)
3 items were used with
five points agreement
scale whether
respondents agree or
not.
“If I buy an unknown brand,
I would feel very uncertain
o f the level of quality that I
am getting”.
“I prefer buying a well
known brand, because I
need reassurance of an
established brand name”.
“I prefer buying a well
known brand, because the
risk that my needs will not
be met is low compared
with unknown brand”.
Brand Loyalty Oliver et al.
(1999)
Four items were used.
The questionnaire
items were inspired by
the study of Oliver et
al. (1999) and items
were phrased to suit
the current study.
1. “I intend to buy other
products of this brand”
2. “I consider this brand my
first choice in this
category”
3. “If this brand were to
raise their prices, I would
continue to buy their
products”
Brand Extension Success: Mediation and Moderation analysis 157
Likert scale was used
as in other constructs.
4. “I intend to buy this
brand in the near future”
Brand Evangelist Doss & Carstens
(2014)
Items were rephrased
to suit the current
study with five point
likert scale.
1. “I say positive things
about this brand to other
people”
2. “I always spread
positive word of mouth
about the brands of this
company and
recommend this brand
to someone who seeks
my advice”
Overall evaluation of
extensions
Keller and Aaker,
1992: 42
(Broniarczyk and
Alba, 1994: 218;
Muthukrishnan
and Weitz 1991)
(Broniarczyk and
Alba, 1994: 218)
3 items with following
scales were used:
Totally disagree (1) to
Totally agree (5)
Dislike (1) to Like (5)
One of the worst (1) to
One of the best (5).
a) “Overall, I am very
positive to extension xyz”
b) “What attitude do you
have towards extension xyz”
c) “Overall evaluation of the
potential extension relative
to existing brands in the
extension category”
Source: Self Constructed through Literature Survey
3.6.1 Measuring Scale:
As mentioned in the above table that five point likert scale has been used in all the
constructs of the study. The Likert scale is one of the most commonly used scales which
is a psychometric based multiple-item scale. This scale has been widely used in the
Brand Extension Success: Mediation and Moderation analysis 158
studies of branding and basically helps measure the perception and attitudes of the
respondents. It has been named after its inventor Rensis Likert who introduced this scale
in 1931 to the world. Since then it has been not just used in psychology but has been used
in all other fields of business. Multiple-item scales enables researcher to easily quantify
constructs of research that cannot be directly measured in numbers. While using this
Likert scale in questionnaire or research instrument, participants of the given research are
instructed to reply to statements as per their own degree of or level of agreement or
disagreement. Likert scale is not limited to only agreement scale but has other scales such
as Likelihood, Frequency, probability, opposition, Satisfaction scale etc. It has to be
made sure that answering scale or options should be an odd number; an equal number of
positive options and negative answering options having neutral option in between. (Gliem
& Gliem, 2003)
3.7 Questionnaire Pre-Testing
A questionnaire pre-testing was conducted in order to detect or identify potential
difficulties or weakness in the design of the instruments. When questionnaire has been
filled by small sample size of ten to fifteen for identification of errors and review of
respondents, it‟s an adequate size for pre-testing (Malhotra, 2003). In this research study,
before large scale data collection process, the author among reference group and family
carried a pre-test to estimate the questionnaire for vague item questions, for clarity, and
even to check questions relevancy in the Pakistani market. Therefore 25 questionnaires of
distance extension were filled out and they were kept separately from data analysis. Few
grammatical mistakes and change in the sequence of questions was suggested. All the
Brand Extension Success: Mediation and Moderation analysis 159
suggestions were incorporated and final version was used for main data collection from
both samples of Distance and Close Extensions that have taken in real in Market.
3.8 Sample and Sampling Technique
For this study, the target sample respondents were the regular grocery shoppers
and consumers. Research instrument was self administrated among the sample
respondents and sample was drawn by simple random sampling where everybody had
equal chance filled out and be part of the research. Questionnaire was distributed outside
famous big retail grocery stores like Agha‟s , Naheed, Chaseup and Imtiaz store located
in Clifton Schon Circle, Shaheed-e-Millat Road and KPT Interchange respectively. All
the mentioned stores have placed the mentioned stimuli Guard Rice and Sufi Frozen
Foods.
3.9 Sample Size
The target appropriate sample size for this research study was more than 400
respondents for both types of Brand extensions. According to Sekran (2003); for
multivariate sampling, a minimum 30 samples per variables would be an appropriate
representation of the sample. This study has 10 variables; therefore sample size of 300
would have been an appropriate sample size but author decided to go for more. So, for
close (Sufi Frozen Food) extension 464 sample respondents filled questionnaire. For
Distance (Guard Rice) extension 432 respondents filled out questionnaire.
3.10 Empirical Model of Brand Extension Evaluation
Figure 3.1
Brand Extension Success: Mediation and Moderation analysis 160
Self Proposed Empirical Research Model
3.11 Screening & Cleaning Data for Close Extension
Before one can proceed with data analysis, Data screening must be performed on
the data file. One must check for Missing values, Aberrant values, detect outliers from
the respondents, Normality test and questionnaire reliability must be performed to make
the data file more accurate for analysis and inferences.
Table 3.2
Missing Values
Brand Extension Success: Mediation and Moderation analysis 161
Brand_Image
Consumer_
Brand_Concept
Consumer_
Perceived_Fit
Parent_brand
_conviction
N Valid 462 462 462 462
Missing 0 0 0 0
Mean 3.8882 3.8308 3.7610 4.0036
Median 3.8333 3.8333 3.8000 4.0000
Mode 3.83 4.00 4.00 4.00
Std. Deviation .51502 .45388 .47373 .53486
Skewness -.601 -.814 -.871 -.872
Std. Error of Skewness .114 .114 .114 .114
Kurtosis .489 1.343 1.660 1.980
Std. Error of Kurtosis .227 .227 .227 .227
Sum 1796.33 1769.83 1737.60 1849.67
Statistics
Marketing_
Support
Percieved_
risk_unknown
Parent_brand
_experience
Brand_loyalt
y
N Valid 462 462 462 462
Missing 0 0 0 0
Mean 3.1797 3.5209 3.8059 3.9453
Median 3.0000 3.3333 4.0000 4.0000
Mode 3.00 3.33 4.00 4.00
Brand Extension Success: Mediation and Moderation analysis 162
Std. Deviation .58188 .39814 .51546 .52318
Skewness -.059 .173 -.897 -.813
Std. Error of Skewness .114 .114 .114 .114
Kurtosis .692 -.485 1.524 1.687
Std. Error of Kurtosis .227 .227 .227 .227
Sum 1469.00 1626.67 1758.33 1822.75
Statistics
Brand_Evangelist
Overall_Extension_
Evaluation
N Valid 462 462
Missing 0 0
Mean 3.9589 3.5548
Median 4.0000 3.6667
Mode 4.00 3.67
Std. Deviation .57932 .55086
Skewness -.974 -.277
Std. Error of Skewness .114 .114
Kurtosis 1.775 .480
Std. Error of Kurtosis .227 .227
Sum 1829.00 1642.33
3.11.1 Research Instrument Reliability:
Brand Extension Success: Mediation and Moderation analysis 163
As it is of significant importance to check the reliability of the research
instrument so that it can be known that data collected through the questionnaire is reliable
or not; Cronbach Alpha was taken out of 37 question items to test the reliability of the
questionnaire, and the following table was given:
Table 3.3
Case Processing Summary
N %
Cases Valid 464 100.0
Excludeda 0 .0
Total 464 100.0
a. Listwise deletion based on all
variables in the procedure.
Table 3.4
Reliability Statistics
Cronbach's
Alpha
N of
Items
.881 37
It is believed that if the Cronbach‟s alpha is greater than 0.6 then the instrument is
considered to be reliable. In the Table of Reliability Statistics the score of Alpha is 0.881
which shows higher reliability of the instrument.
3.11.2 Detection of Outliers
Brand Extension Success: Mediation and Moderation analysis 164
Second Phase of data screening was performed to detect outliers. Outliers are
cases from the respondents whose responses differ from the normal for majority of the
items in the data set. Such respondents have not carefully read the questionnaire and have
randomly filled the questionnaire just for the sake of filling. It is very important to
identify Outliers from the data set as they can adversely the results in the further analysis.
In statistics data analysis there are two categories of outliers; one is Univariate outliers
and other is multivariate outliers. Both differ in sense that in univariate cases respondent
show a strange response for a single variable in the data set. Whereas, Multivariate
outliers are respondents that display a strange combination of values for multiple
variables in the data set. In our analyses, our concerned was to detect univariate with
multivariate outliers for the dependent (Overall Consumer Evaluation) and set of
predictors Parent Brand Experience, Perceived risk unknown, Marketing support, Brand
Conviction, Consumer Perceived fit, Brand concept and Brand Image in our data
analysis.
Mahalanobis D2 distance calculated in the tab of regression analysis by creating dummy
variable by saving the variable and Mahalanobis in the Distances panel was checked.
This Mahalanobis distance is multidimensional description of a z-score. This measures
the distance of cases from the centroid (multidimensional mean) of a data distribution, as
compared to the covariance of the distribution. The assessment for outliers, though,
requires the probability/ likelihood for the Mahalanobis D² and scores given in the
variable do not reveal anything. To calculate the probability of D², CDF.CHISQ
command in the Compute command which works on as chi-square distribution was
Brand Extension Success: Mediation and Moderation analysis 165
performed in the transform tab. A case will be a multivariate outlier detected if the
probability related with its D2 is equal to 0.001 or lesser then given value.
Table 3.5
Outliers
Location they were found
Case Number
Mahalanobis
D2 Score
Z-score
How case has been
handled (fixed,
changed, deleted,
*transformed)
11 .00011 35.34667 Deleted
232 .00011 35.34667 Deleted
Factor analysis is a data reduction test to find factors among the observed variables of the
study. To make it simple factor analysis is applied on the data set to reduced number of
variables if numerous variables have been used to determine or predictors have been used
in the model. This analysis allows to group together variables with same characteristics.
This test enables to use few factors to predicts or explain the observed variance. Hence
reduced factors are further used for regression analysis.
3.11.3 Factor Analysis:
To run the factor analysis on SPSS, Various options were selected to obtain
desired analysis and tables like Univariate Descriptives tables, Coefficients tables,
Determinants , Kaiser-Meyer-Olkin (KMO) and Bartlett's test of sphericity, and the
Reproduced factors within the dialogue box were selected. Further in the Factor
Analysis EXTRACTION button Scree Plot was checked to determine Factors. In the
Brand Extension Success: Mediation and Moderation analysis 166
Rotation button Varimax was also selected. Lastly to end up the steps 0.50 suppress
absolute values less than was entered in the OPTION button. Hence the necessary
requirements to run Factor analysis were completed and following table were obtained.
Table 3.6
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling
Adequacy.
.751
Bartlett's Test of
Sphericity
Approx. Chi-Square 3817.771
df 45
Sig. .000
Kaiser-Meyer-Olkin (KMO) Test: Relationship strength among variables (predictors
and dependent) is measured by KMO. If the value of the KMO measures is more than
0.5 then it can be inferred that sampling adequacy is there for satisfactory application of
factor analysis. In case, any variable has lesser value than 0.5 then it may be dropped
from the dataset for analysis. From the table obtain above; the KMO test measure is
0.751.
Factor Analysis applied on sample size of 50 will not be appropriate. According to Fiedel
(2005) adequate number of sample case is more than 300 and in our case it is 464.The
scale of KMO lies between 0.5 and 1.0 which point out that factor analysis is suitable for
data screening. Values more than 0.5 are considered to be better indicator for factor
Analysis.
Brand Extension Success: Mediation and Moderation analysis 167
Bartlett's test is also an additional indicator that shows strength of the relationship
between variables. This test allows the researchers to reject the null hypothesis with the
aim of the correlation matrix has a property of an identity matrix. Now what is an identity
matrix? It is matrix which is also known as unit matrix which has ones on the main
diagonal of the matrix and zeros elsewhere. The idea is to reject the null hypothesis to
continue with the analysis. For that Bartlett's test of sphericity is seen whether it is
significant or not. If the value is less than 0.05 then null hypothesis will be rejected that
Correlation Matrix is not an Unit Matrix. In fact, it is actually 0.000, i.e. the significance
value is very small which reveals that reject the null hypothesis
Communalities
The next table to be explained from the output is a table of communalities. Communality
is the sum of variance a variable contributes with rest of predictors being measured in the
analysis. In our case, more than 89.5% of the variance in Parent Brand Conviction is
resulted for while 66.4% of the variance in Consumer Perceived Fit is resulted for the
amount of variance.
Table 3.7
Communalities
Initial
Extractio
n
Brand_Image 1.000 .612
Consumer_Brand_Conce
pt
1.000 .775
Brand Extension Success: Mediation and Moderation analysis 168
Consumer_Perceived_Fit 1.000 .794
Parent_brand_conviction 1.000 .895
Marketing_Support 1.000 .777
Percieved_risk_unknown 1.000 .671
Parent_brand_experience 1.000 .598
Brand_loyalty 1.000 .862
Brand_Evangelist 1.000 .883
Overall_Extension_Eval
uation
1.000 .776
Extraction Method: Principal Component
Analysis.
Total Variance Explained
After communalities table is Total Variance Explained item. It shows the proportion of
the total variance accredited to each factor along with the subsequent eigenvalues. The
eigenvalue represents the total variances in the variables explain by each factor. Note to
facilitate the first factor almost explains for 39.582% of the variance and the second
18.981%, Rest all the remaining factors have not been significant because the eigenvalues
are less than 1 from factor 3 of each factors.
Table 3.8
Total Variance Explained
Component
Initial Eigenvalues Extraction Sums of Squared Loadings
Total
% of
Variance
Cumulative
% Total
% of
Variance
Cumulative
%
Brand Extension Success: Mediation and Moderation analysis 169
1 4.766 47.655 47.655 4.766 47.655 47.655
2 1.742 17.422 65.078 1.742 17.422 65.078
3 1.134 11.336 76.414 1.134 11.336 76.414
4 .689 6.889 83.303
5 .611 6.113 89.417
6 .471 4.710 94.127
7 .311 3.113 97.240
8 .162 1.621 98.861
9 .083 .826 99.687
10 .031 .313 100.000
Table 3.9
Total Variance Explained
Component
Rotation Sums of Squared Loadings
Total % of Variance Cumulative %
1 4.471 44.714 44.714
2 1.704 17.041 61.755
3 1.466 14.659 76.414
4
5
6
7
8
Brand Extension Success: Mediation and Moderation analysis 170
9
10
Scree Plot
A scree plot depicts the Eigenvalues graph alongside the number of factors in
arrangement of extraction. This diagram is made on the basis of the eigenvalues that of
alongside all the factors. Main idea is same that how many factors extracted to retain for
further analysis. The point where curve flattens that is the point of interest. In the graph,
it can be clearly seen that the curve begins to flatten between factors 2 and 3. In the table
of Total Variance Explained all the factors also have eigenvalue less than 1 so only two
factors may be kept for further analysis.
Figure 3.2
Scree Plot
Brand Extension Success: Mediation and Moderation analysis 171
Component (Factor) Matrix
The matrix table given above highlights factors extracted from the data and their factor
loadings. It is concluded that higher the value of the loading in the component, the added
the factor give to the variable. To make the interpretation easy, gaps in the table can be
noticed, these gaps are representing loadings having values less than 0.5 on this basis
variables have been extracted from factors.
Table 3.9
Component Matrixa
Component
1 2 3
Brand_Image .700
Consumer_Brand_Concept .825
Consumer_Perceived_Fit .863
Parent_brand_conviction .937
Marketing_Support .876
Percieved_risk_unknown .724
Parent_brand_experience .520
Brand_loyalty .886
Brand_Evangelist .921
Overall_Extension_Evaluation .745
Extraction Method: Principal Component Analysis.
a. 3 components extracted.
Brand Extension Success: Mediation and Moderation analysis 172
Rotated Component (Factor) Matrix
The central theme behind the rotation component matrix is whichever factor under
investigation has higher loadings can be reduced. Rotation Matrix does not truly change
anything in the factors but enables easier interpretation of the analysis. It can be seen
clearly in the table above that marketing support and perceived risk of unknown are
significantly loaded on Factor (Component) 2 whereas remaining all variables are
considerably loaded on Factor 1. These All factors in component 1 and 2 can be used as
variables sets for further analysis.
Table 3.10
Rotated Component Matrixa
Component
1 2 3
Brand_Image .722
Consumer_Brand_Concept .873
Consumer_Perceived_Fit .886
Parent_brand_conviction .896
Marketing_Support .823
Percieved_risk_unknown .801
Parent_brand_experience .522
Brand_loyalty .813
Brand_Evangelist .899
Overall_Extension_Evaluation .871
Brand Extension Success: Mediation and Moderation analysis 173
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 5 iterations.
Table 3.11
Component Transformation Matrix
Component 1 2 3
1 .959 -.062 .278
2 -.023 .956 .292
3 -.284 -.286 .915
Extraction Method: Principal Component
Analysis.
Rotation Method: Varimax with Kaiser
Normalization.
Brand Extension Success: Mediation and Moderation analysis 174
3.11.4 Test of Normality:
Figure 3.3
Normal P-P Plot of Brand Image
Figure 3.4
Normal P-P Plot of Consumer Brand Concept
Brand Extension Success: Mediation and Moderation analysis 175
Figure 3.5
Normal P-P Plot of Consumer Perceived Fit
Figure 3.6
Normal P-P Plot of Parent brand conviction
Brand Extension Success: Mediation and Moderation analysis 176
Figure 3.7
Normal P-P Plot of Marketing Support
Figure 3.8
Normal P-P Plot of Perceived risk unknown
Brand Extension Success: Mediation and Moderation analysis 177
Figure 3.9
Normal P-P Plot of Parent brand experience
Figure 3.10
Normal P-P Plot of Brand loyalty
Brand Extension Success: Mediation and Moderation analysis 178
Figure 3.11
Normal P-P Plot of Brand Evangelist
Figure 3.12
Normal P-P Plot of Overall Extension Evaluation
Brand Extension Success: Mediation and Moderation analysis 179
3.12 Screening & Cleaning Data for Distance Extension
Before one can proceed with data analysis, Data screening must be performed on
the data file. One must check for Missing values, Aberrant values, detect outliers from
the respondents, Normality test and questionnaire reliability must be performed to make
the data file more accurate for analysis and inferences.
Missing Values:
Table 3.12
Missing Values Statistics
Brand_Image
Consumer_Brand
_Concept
Consumer_
Perceived_Fit
Parent_brand
_conviction
N Valid 462 462 462 462
Missing 0 0 0 0
Mean 3.8882 3.8308 3.7610 4.0036
Median 3.8333 3.8333 3.8000 4.0000
Mode 3.83 4.00 4.00 4.00
Std. Deviation .51502 .45388 .47373 .53486
Skewness -.601 -.814 -.871 -.872
Std. Error of
Skewness
.114 .114 .114 .114
Kurtosis .489 1.343 1.660 1.980
Std. Error of Kurtosis .227 .227 .227 .227
Sum 1796.33 1769.83 1737.60 1849.67
Brand Extension Success: Mediation and Moderation analysis 180
Statistics
Marketing_
Support
Percieved_risk_
unknown
Parent_brand
_experience Brand_loyalty
N Valid 462 462 462 462
Missing 0 0 0 0
Mean 3.1797 3.5209 3.8059 3.9453
Median 3.0000 3.3333 4.0000 4.0000
Mode 3.00 3.33 4.00 4.00
Std. Deviation .58188 .39814 .51546 .52318
Skewness -.059 .173 -.897 -.813
Std. Error of
Skewness
.114 .114 .114 .114
Kurtosis .692 -.485 1.524 1.687
Std. Error of Kurtosis .227 .227 .227 .227
Sum 1469.00 1626.67 1758.33 1822.75
Statistics
Brand_Evangelist
Overall_Extension_
Evaluation
N Valid 462 462
Missing 0 0
Mean 3.9589 3.5548
Brand Extension Success: Mediation and Moderation analysis 181
Median 4.0000 3.6667
Mode 4.00 3.67
Std. Deviation .57932 .55086
Skewness -.974 -.277
Std. Error of Skewness .114 .114
Kurtosis 1.775 .480
Std. Error of Kurtosis .227 .227
Sum 1829.00 1642.33
3.12.1 Research Instrument Reliability:
As it is of significant importance to check the reliability of the research
instrument so that it can be known that data collected through the questionnaire is reliable
or not; Cronbach Alpha was taken out of 37 question items to test the reliability of the
questionnaire, and the following table was given:
Table 3.13
Reliability Statistics
Cronbach's
Alpha
N of
Items
.775 37
It is believed that if the Cronbach‟s alpha is greater than 0.6 then the instrument is
considered to be reliable. In the Table of Reliability Statistics the score of Alpha is 0.881
which shows higher reliability of the instrument.
Brand Extension Success: Mediation and Moderation analysis 182
3.12.2 Detection of Outliers
Second Phase of data screening was performed to detect outliers. Outliers are
cases from the respondents whose responses differ from the normal for majority of the
items in the data set. Such respondents have not carefully read the questionnaire and have
randomly filled the questionnaire just for the sake of filling. It is very important to
identify Outliers from the data set as they can adversely the results in the further analysis.
In statistics data analysis there are two categories of outliers; one is Univariate outliers
and other is multivariate outliers. Both differ in sense that in univariate cases respondent
show a strange response for a single variable in the data set. Whereas, Multivariate
outliers are respondents that display a strange combination of values for multiple
variables in the data set. In our analyses, our concerned was to detect univariate with
multivariate outliers for the dependent (Overall Consumer Evaluation) and set of
predictors Parent Brand Experience, Perceived risk unknown, Marketing support, Brand
Conviction, Consumer Percieved fit, Brand concept and Brand Image in our data
analysis.
Mahalanobis D2 distance calculated in the tab of regression analysis by creating dummy
variable by saving the variable and Mahalanobis in the Distances panel was checked.
This Mahalanobis distance is multidimensional description of a z-score. This measures
the distance of cases from the centroid (multidimensional mean) of a data distribution, as
compared to the covariance of the distribution. The assessment for outliers, though,
requires the probability/ likelihood for the Mahalanobis D² and scores given in the
variable do not reveal anything. To calculate the probability of D², CDF.CHISQ
command in the Compute command which works on as chi-square distribution was
Brand Extension Success: Mediation and Moderation analysis 183
performed in the transform tab. A case will be a multivariate outlier detected if the
probability related with its D2 is equal to 0.001 or lesser then given value.
Table 3.14
Outliers
Describe location they
were found
Case Number
Mahalanobis
D2 Score
Z-score
How case has been
handled (fixed,
changed, deleted,
*transformed)
32 .00008 36.18771 Deleted
5 .00019 33.92602 Deleted
34 .00031 32.63790 Deleted
8 .00099 29.60738 Deleted
Factor analysis is a data reduction test to find factors among the observed variables of the
study. To make it simple factor analysis is applied on the data set to reduced number of
variables if numerous variables have been used to determine or predictors have been used
in the model. This analysis allows to group together variables with same characteristics.
This test enables to use few factors to predicts or explain the observed variance. Hence
reduced factors are further used for regression analysis.
3.12.3 Factor Analysis:
To run the factor analysis on SPSS, Various options were selected to obtain
desired analysis and tables like Univariate Descriptives tables, Coefficients tables,
Determinants , Kaiser-Meyer-Olkin (KMO) and Bartlett's test of sphericity, and the
Brand Extension Success: Mediation and Moderation analysis 184
Reproduced factors within the dialogue box were selected. Further in the Factor
Analysis EXTRACTION button Scree Plot was checked to determine Factors. In the
Rotation button Varimax was also selected. Lastly to end up the steps 0.50 suppress
absolute values less than was entered in the OPTION button. Hence the necessary
requirements to run Factor analysis were completed and following table were obtained.
Table 3.15
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling
Adequacy.
.642
Bartlett's Test of
Sphericity
Approx. Chi-Square 1338.886
df 45
Sig. .000
Kaiser-Meyer-Olkin (KMO) Test: Relationship strength among variables (predictors
and dependent) is measured by KMO. If the value of the KMO measures is more than
0.5 then it can be inferred that sampling adequacy is there for satisfactory application of
factor analysis. In case, any variable has lesser value than 0.5 then it may be dropped
from the dataset for analysis. From the table obtain above; the KMO test measure is
0.642.
Factor Analysis applied on sample size of 50 will not be appropriate. According to Fiedel
(2005) adequate number of sample case is more than 300 and in our case it is 428.The
scale of KMO lies between 0.5 and 1.0 which point out that factor analysis is suitable for
Brand Extension Success: Mediation and Moderation analysis 185
data screening. Values more than 0.5 are considered to be better indicator for factor
Analysis.
Bartlett's test is also an additional indicator that shows strength of the relationship
between variables. This test allows the researchers to reject the null hypothesis with the
aim of the correlation matrix has a property of an identity matrix. Now what is an identity
matrix? It is matrix which is also known as unit matrix which has ones on the main
diagonal of the matrix and zeros elsewhere. The idea is to reject the null hypothesis to
continue with the analysis. For that Bartlett's test of sphericity is seen whether it is
significant or not. If the value is less than 0.05 then null hypothesis will be rejected that
Correlation Matrix is not an Unit Matrix. In fact, it is actually 0.000, i.e. the significance
value is very small which reveals that reject the null hypothesis
Communalities
The next table to be explained from the output is a table of communalities. Communality
is the sum of variance a variable contributes with rest of predictors being measured in the
analysis. In our case, more than 89.5% of the variance in Parent Brand Conviction is
resulted for while 66.4% of the variance in Consumer Perceived Fit is resulted for the
amount of variance.
Table 3.16
Communalities
Initial Extraction
Brand_Image 1.000 .626
Consumer_Percieved_concept 1.000 .770
Brand Extension Success: Mediation and Moderation analysis 186
Consumer_Percieved_Fit 1.000 .745
Parent_Brand_Conviction 1.000 .574
Marketing_support 1.000 .785
Percieved_risk_unknown 1.000 .795
Parent_brand_experience 1.000 .545
Brand_Loyalty 1.000 .819
Brand_evangelist 1.000 .832
Overall_Evaluation_extension 1.000 .795
Extraction Method: Principal Component Analysis.
Total Variance Explained
After communalities table is Total Variance Explained item. It shows the proportion of
the total variance accredited to each factor along with the subsequent eigenvalues. The
eigenvalue represents the total variances in the variables explain by each factor. Note to
facilitate the first factor almost explains for 39.582% of the variance and the second
18.981%, Rest all the remaining factors have not been significant because the eigenvalues
are less than 1 from factor 3 of each factors.
Table 3.16
Total Variance Explained
Component
Initial Eigenvalues Extraction Sums of Squared Loadings
Total
% of
Variance
Cumulative
% Total
% of
Variance
Cumulative
%
1 3.066 30.660 30.660 3.066 30.660 30.660
Brand Extension Success: Mediation and Moderation analysis 187
2 1.767 17.675 48.335 1.767 17.675 48.335
3 1.425 14.248 62.583 1.425 14.248 62.583
4 1.028 10.277 72.860 1.028 10.277 72.860
5 .743 7.430 80.290
6 .598 5.984 86.274
7 .470 4.698 90.972
8 .380 3.803 94.775
9 .298 2.984 97.759
10 .224 2.241 100.000
Total Variance Explained
Component
Rotation Sums of Squared Loadings
Total
% of
Variance
Cumulative
%
1 2.581 25.813 25.813
2 1.703 17.027 42.841
3 1.586 15.856 58.697
4 1.416 14.163 72.860
5
6
7
8
9
Brand Extension Success: Mediation and Moderation analysis 188
Total Variance Explained
Component
Rotation Sums of Squared Loadings
Total
% of
Variance
Cumulative
%
1 2.581 25.813 25.813
2 1.703 17.027 42.841
3 1.586 15.856 58.697
4 1.416 14.163 72.860
5
6
7
8
9
10
Scree Plot
A scree plot depicts the Eigenvalues graph alongside the number of factors in
arrangement of extraction. This diagram is made on the basis of the eigenvalues that of
alongside all the factors. Main idea is same that how many factors extracted to retain for
further analysis. The point where curve flattens that is the point of interest. In the graph,
it can be clearly seen that the curve begins to flatten between factors 2 and 3. In the table
of Total Variance Explained all the factors also have eigenvalue less than 1 so only two
factors may be kept for further analysis.
Brand Extension Success: Mediation and Moderation analysis 189
Figure 3.13
Scree Plot
Component (Factor) Matrix
The matrix table given above highlights factors extracted from the data and their factor
loadings. It is concluded that higher the value of the loading in the component, the added
the factor give to the variable. To make the interpretation easy, gaps in the table can be
noticed, these gaps are representing loadings having values less than 0.5 on this basis
variables have been extracted from factors.
Table 3.17
Component Matrixa
Component
Brand Extension Success: Mediation and Moderation analysis 190
1 2 3 4
Brand_Image .767 .175
Consumer_Percieved_concept .789 .376
Consumer_Percieved_Fit .788 .152 .312
Parent_Brand_Conviction .638 .156 .362 -.107
Marketing_support -.375 .487 .558 .311
Percieved_risk_unknown -.509 .309 .388 .537
Parent_brand_experience .599 .372 -.214
Brand_Loyalty .186 .776 -.425
Brand_evangelist .138 .818 -.368
Overall_Evaluation_extension .126 .361 .586 -.553
Extraction Method: Principal Component Analysis.
a. 4 components extracted.
Rotated Component (Factor) Matrix
The central theme behind the rotation component matrix is whichever factor under
investigation has higher loadings can be reduced. Rotation Matrix does not truly change
anything in the factors but enables easier interpretation of the analysis. It can be seen
clearly in the table above that marketing support and perceived risk of unknown are
significantly loaded on Factor (Component) 2 whereas remaining all variables are
considerably loaded on Factor 1. These All factors in component 1 and 2 can be used as
variables sets for further analysis.
Brand Extension Success: Mediation and Moderation analysis 191
Table 3.18
Rotated Component Matrixa
Component
1 2 3 4
Brand_Image .745 -.245
Consumer_Percieved_concept .861 .137
Consumer_Percieved_Fit .852 .110
Parent_Brand_Conviction .538 .531
Marketing_support -.133 .852 .188
Percieved_risk_unknown -.155 .864 -.154
Parent_brand_experience .456 -.126 -.163 .542
Brand_Loyalty .901
Brand_evangelist .909
Overall_Evaluation_extension -.105 .116 .872
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 5 iterations.
Table 3.19
Component Transformation Matrix
Component 1 2 3 4
1 .872 .125 -.378 .285
2 -.019 .864 .433 .255
3 .098 -.478 .567 .663
Brand Extension Success: Mediation and Moderation analysis 192
4 .479 -.095 .590 -.643
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser
Normalization.
3.12.4 Test of Normality:
Figure 3.14
Normal P-P Plot of Brand Image
Brand Extension Success: Mediation and Moderation analysis 193
Figure 3.15
Normal P-P Plot of Consumer Brand Concept
Figure 3.16
Normal P-P Plot of Consumer Perceived Fit
Brand Extension Success: Mediation and Moderation analysis 194
Figure 3.17
Normal P-P Plot of Parent brand conviction
Figure 3.18
Normal P-P Plot of Marketing Support
Brand Extension Success: Mediation and Moderation analysis 195
Figure 3.19
Normal P-P Plot of Perceived risk unknown
Figure 3.20
Normal P-P Plot of Parent brand experience
Brand Extension Success: Mediation and Moderation analysis 196
Figure 3.21
Normal P-P Plot of Brand loyalty
Figure 3.22
Normal P-P Plot of Brand Evangelist
Brand Extension Success: Mediation and Moderation analysis 197
Figure 3.23
Normal P-P Plot of Overall Extension Evaluation
Brand Extension Success: Mediation and Moderation analysis 198
Chapter 4: Data Analysis
4.1 Hypotheses testing and interpretation for close extension:
Hypothesis for Brand Loyalty and Evangelist.
H1: „Brand Loyalty characteristic of consumer significantly lead to become Brand
Evangelist‟.
Table 4.1
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 Brand loyalty . Enter
a. All requested variables entered.
b. Dependent Variable: Brand Evangelist
Table 4.2
Model Summary
In the table given above R represents correlation between observed and predicted
values of dependent variable. It is basically the square root of R-Squared. In this model R
Brand Extension Success: Mediation and Moderation analysis 199
is .862 which is closer to 1 which shows positive strong relationship between Brand
loyalty and Brand Evangelist.
R-Square reveals the proportion of variance in the dependent variable (Brand
evangelist) which is explained by the independent variable (Brand loyalty). This is an
overall measure of the strength of association, hence 74.4 percent of variation is
explained by brand loyalty.
Adjusted R-square in the table shows an adjustment of the R-squared that penalizes the
addition of extraneous predictors to the model. Adjusted R-squared is computed using
the formula 1 - ((1 - Rsq)((N - 1) /( N - k - 1)) where k is the number of predictors. As we
don‟t have another variable in this model so Adjusted R-square is not important here for
explanation.
Table 4.3
ANOVAb
Brand Extension Success: Mediation and Moderation analysis 200
Table 4.3
Coefficients
In the ANOVA table it is clear that the model is significant as the P-value is less
than .05 so the entire model has passed the fitness test and we can go further with the
Coefficient table. The total variance has N-1 degrees of freedom. The Regression
degrees of freedom corresponds to the number of coefficients estimated minus 1 so in
this model there are two coefficients including intercept so degree of freedom is (2-
1=1).
Hypothesis that Brand Loyalty characteristic of consumer significantly lead to become
Brand Evangelist has been accepted as the P-value is less than .05 which is .00 as it can
be seen in the above table. Unstandardized coefficient is also positive with .957 value that
can be used in the equation. This shows the positive effect of brand loyalty on the brand
evangelist.
H2: „Brand Loyalty is positively related to Successful Brand Extension Evaluation‟.
Now to check whether Brand loyalty as a predictor variable has positive
relationship with criterion variable (Successful Brand Extension Evaluation) linear
Brand Extension Success: Mediation and Moderation analysis 201
regression was run on the model with 95 % confidence and the result tables are presented
below:
Table 4.4
Variables Entered/Removedb
Table 4.5
Model Summary
In the table given above R represents correlation between observed and predicted
values of dependent variable. It is basically the square root of R-Squared. In this model R
is .347 which is positive away from 1 which shows positive weak but a relationship
between Brand loyalty and overall brand extension.
R-Square reveals the proportion of variance in the dependent variable (overall brand
extension) which is explained by the independent variable (Brand loyalty). This is an
overall measure of the strength of association; hence 12.0 percent of variation is
explained by brand loyalty.
Brand Extension Success: Mediation and Moderation analysis 202
Table 4.6
ANNOVA
Table 4.7
Coefficientsa
In the ANOVA table it is clear that the model is significant as the P-value is less
than .05 so the entire model has passed the fitness test and we can go further with the
Coefficient table. The total variance has N-1 degrees of freedom. The Regression
degrees of freedom corresponds to the number of coefficients estimated minus 1 so in
this model there are two coefficients including intercept so degree of freedom is (2-
1=1).
Brand Extension Success: Mediation and Moderation analysis 203
Hypothesis that Brand Loyalty characteristic of consumer is positively related to
Successful Brand Extension Evaluation has been accepted as the model is also
significant as the P-value is less than .05 which is .00 as it can be seen in the above table.
Unstandardized coefficient is also positive with .364 value that can be used in the
equation, this is the c path value in the path analysis which can be seen in the figure
below. And hence reveals positive relation among Brand loyalty and Successful brand
extension evaluation.
Figure 4.1
Simple model of Brand loyalty and Brand Extension evaluation
H3: „Brand Evangelist significantly mediates the relationship between Brand
Loyalty and Successful Brand Extension Evaluation‟.
To test the hypothesis Brand Evangelist significantly mediates the relationship between
Brand Loyalty and Successful Brand Extension Evaluation; Mediation Analysis was
performed suggested by Preacher and Hayes (2008). All the condition of mediation or
path analysis were kept in mind and met such as:
• Brand Loyalty (X) Successful Brand Extension (Y): path c
• Brand Loyalty (X) Brand Evangelist (M): path a
Without Mediator
Successful
Brand Extension
Evaluation
Brand
Loyalty
.364
Brand Extension Success: Mediation and Moderation analysis 204
• Brand Evangelist (M) Successful Brand Extension (Y) (controlling for X): path
b
• Brand Loyalty (X) Successful Brand Extension (Y) (controlling for M): path c′
Figure 4.2
Mediation model of Brand loyalty and Brand Extension evaluation
Mediation Analysis was run on SPSS 19.0 with the help of Preacher and Hayes option
installed. With 95 % Level of Confidence for Confidence Intervals and 1000 number of
Bootstrap Re-samples of Sample size 462. Following variables from the model were
tested for mediation analysis and the results are presented below:
Dependent, Independent, and Proposed Mediator Variables:
DV = Overall Brand Extension Success
IV = Brand loyalty
MEDS = Brand Evangelist
Table 4.8
IV to Mediators (a paths)
Testing Model with Mediator
-.0734 .9569
.4340 Successful Brand
Extension Evaluation
(Y)
Brand
Loyalty
(X)
Brand
Evangelis
t
Brand Extension Success: Mediation and Moderation analysis 205
Table 4.11
Brand Extension Success: Mediation and Moderation analysis 206
Successful
Brand Extension
Evaluation
Marketin
g Support
Parent
Brand
Experience
Successful Brand
Extension Evaluation Marketing
Support
Hypothesis for Marketing Support and Parent Brand Experience.
H4: „Marketing support provided to extended brand is positively related to
Successful Brand Extension Evaluation‟.
Figure 4.3
Simple model of Marketing Support and Brand Extension evaluation
H5: „Parent Brand Experience in past significantly moderates the relationship
between Marketing Support and Successful Brand Extension Evaluation‟.
Figure 4.4
Moderation Model of Marketing Support and Brand Extension evaluation
Effect of a predictor variable Marketing Support (X) on a criterion Successful
Brand Extension Evaluation (Z) depends on a third variable Parent Brand Experience
(M), the moderator. Synonymous terms for such an effect is interaction effect in the
model. A moderator is a variable added in the model that specifies conditions “when” or
Brand Extension Success: Mediation and Moderation analysis 207
“for whom” a given predictor (x) is related to a/an criterion/outcome variable. The
moderator explains a situation „when‟ a DV and IV have relation. Moderation implies an
interaction effect. It means where introducing a moderating variable alter the direction or
magnitude of the relationship between two variables. There are three types of Interactions
namely Enhancing, Buffering Effect or Antagonistic Effect.
Enhancing interaction is referred when increasing moderator additionally increases the
effect or power of predictor. Secondly Buffering effect is when increasing moderator
decreases the effect or power of predictor or reduces the size of the effect. And third
condition is Antagonistic effect when adding moderator has reverses affect on the power
of predictor to explain the variation on criterion.
Hierarchical multiple regression has been used to evaluate the effects of a moderating
variable. To test the moderation, author in particular has looked at the interaction effect
among X and M also whether or not such an effect is significant in predicting outcome
variable (Y)
To test Hypothesis H4 and H5 moderation analysis was performed on SPSS. First
Hypothesis was tested with simple linear regression and second model included Parent
brand experience as moderator variable. In Step 1 author was only concerned if the
models selected were significant and if the amount of variance that accounted for in
Model 2 (with the moderator) has significantly more effect than Model 1 (without the
moderator).The model and test results are presented below:
Moderation Analysis Results
Table 4.15
Variables Entered/Removedb
Brand Extension Success: Mediation and Moderation analysis 208
Model Variables Entered Variables Removed Method
1 Marketing Support . Enter
2 Parent brand experience . Enter
a. All requested variables entered.
b. Dependent Variable: Overall Extension Evaluation
Table 4.16
a. Predictors: (Constant), Marketing Support
b. Predictors: (Constant), Marketing Support, Parent brand experience
Table 4.17
Brand Extension Success: Mediation and Moderation analysis 209
Brand Extension Success: Mediation and Moderation analysis 210
Table 4.19
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
Collinearity
Statistics
Tolerance
1 Parent brand experience .336a 7.639 .000 .335 .953
a. Predictors in the Model: (Constant), Marketing Support
b. Dependent Variable: Overall Extension Evaluation
By looking at the result tables for the model 1 and hypothesis 4 it reveals that
Marketing support provided by the company is positively related to Successful evaluation
of brand Extension as the unstandardized Coefficients Beta value is .194 which is
positive and corresponding p-value is 0.00 less than 0.05 criteria. The model summary
table shows the correlation (R) between observed and predicted values of dependent
variable. In this model R is .202 which is positive and away from 1.0 that shows positive
weak but a relationship between marketing support and overall brand extension
evaluation.
Is model 1 (without the Moderator) significant? Yes, F (1, 461) = 21.168, p <.05
R-Square reveals the proportion of variance in the dependent variable (overall brand
extension evaluation) which is explained by the independent variable (Marketing
Support). This is an overall measure of the strength of association between variable,
hence 4.0 percent of variation is explained by brand loyalty and rest will be explained by
some other variables not included in the model. Hence Hypothesis 4 that “Marketing
Brand Extension Success: Mediation and Moderation analysis 211
support provided to extended brand is positively related to Successful Brand Extension
Evaluation” has been accepted.
Testing the hypothesis 5 and Interpreting Interactions:
To test the hypothesis “Parent Brand Experience in past significantly moderates the
relationship between Marketing Support and Successful Brand Extension Evaluation”
moderation was run with model 2 in the regression equation by keeping the assumption
that effect of a predictor variable Marketing Support (X) on a criterion Successful Brand
Extension Evaluation (Z) depends on a third variable Parent Brand Experience (M), the
moderator. The results of the moderation analysis revealed that hypothesis 5 has been
accepted as Parent Brand Experience in past does significantly moderates the relationship
between Marketing Support and Successful Brand Extension Evaluation.
Is model 2 (with the Moderator) significant? Yes, F (2, 460) = 41.072, p <.05
From the Model summary and ANOVA table it is quite clear that model 2 is significant
and more variation is explained by this model that is 14 % than the previous one of
4.0 %. From the coefficient table it can be inferred that Parent brand experience as
moderator variable has Enhancing interaction in the model and strengthen the
relationship the positive relationship between Marketing support and Successful Brand
Extension Evaluation. In model 2 with the interaction between Marketing Support and
Parent brand experience accounted for significantly
more variance than just marketing support and parent brand experience by themselves,
R2 change = , p = .003, indicating that The beta value has increased due to moderator
from .194 to .261 in model 2 , R square change is 0.107, p= 0.00, indicating that there is
Brand Extension Success: Mediation and Moderation analysis 212
potentially significant moderation between marketing support and parent brand
experience on successful brand extension evaluation.
Figure 4.5
Tested Simple model of Marketing Support and Brand Extension evaluation
Figure 4.6
Tested Moderated model of Marketing Support and Brand Extension evaluation
Hypothesis for Consumer Perceived Fit & Brand Image.
H6: Consumer Perceived Fit is positively related to Brand Image of Extension Brand.
H7: Consumer Perceived fit is significantly positively related to Successful Brand
Extension Evaluation.
Successful Brand
Extension Evaluation
(Y)
Marketing
Support
(X)
.044
Successful Brand
Extension Evaluation
(Y)
Marketing
Support
(X)
Parent
Brand
Experience
(M)
.151
Brand Extension Success: Mediation and Moderation analysis 213
Successful
Brand Extension
Evaluation
Consume
r
Perceived
Fit
Brand
Image
H8: Negative Brand Image significantly moderates the relationship between Consumer
Perceived fit and Successful Brand Extension Evaluation.
Figure 4.7
Model of Consumer Perceived Fit and Brand Extension Evaluation with Brand Image as
Moderator
H6: Consumer Perceived Fit is positively related to Brand Image of Extension
Brand.
Moderator variable has been considered to be subset of class of variables named
as specification variables is Social sciences studies. The proposed moderator in this
model is “Brand image” and to check the typology of specification variable whether the
Moderator has interaction and related with predictor or criterion variable or not; these
hypothesis were formulated.
Test Run Regression Analysis for Interaction and Relation of Brand Image (Moderator)
with Consumer Perceived Fit (Predictor) has been given below:
Table 4.20
Brand Extension Success: Mediation and Moderation analysis 214
Variables Entered/Removedb
Model Variables Entered Variables Removed Method
1 Consumer Perceived Fit . Enter
a. All requested variables entered.
b. Dependent Variable: Brand Image
Table 4.21
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .536a .288 .286 .44453
a. Predictors: (Constant), Consumer Perceived Fit
It can be interpreted from the model summary table that 28.8 percent of the variation is
explained in brand image and they have positive correlation with R being .536 which
shows mild positive relationship. The model is also significant as the value is less than
0.05 with F =186.654
Table 4.22
ANOVAb
Model
Sum of
Squares Df
Mean
Square F Sig.
1 Regression 36.884 1 36.884 186.654 .000a
Residual 91.295 461 .198
Brand Extension Success: Mediation and Moderation analysis 215
Total 128.179 462
a. Predictors: (Constant), Consumer Perceived Fit
b. Dependent Variable: Brand Image
Table 4.23
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 1.704 .161 10.603 .000
Consumer Perceived Fit .580 .042 .536 13.662 .000
a. Dependent Variable: Brand Image
From the Coefficients table it has been revealed the Brand image and consumer perceived
fit is positively related to each other as the unstandardized coefficient beta is 0.580.
H7: Consumer Perceived fit is significantly positively related to
Successful Brand Extension Evaluation.
Table 4.24
Variables Entered/Removedb
Model Variables Entered Variables Removed Method
1 Consumer_Perceived_Fit . Enter
Brand Extension Success: Mediation and Moderation analysis 216
Table 4.24
Variables Entered/Removedb
Model Variables Entered Variables Removed Method
1 Consumer_Perceived_Fit . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Table 4.25
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .152a .023 .021 .54398
a. Predictors: (Constant), Consumer_Perceived_Fit
Table 4.26
ANOVAb
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 3.240 1 3.240 10.948 .001a
Residual 136.711 462 .296
Total 139.950 463
a. Predictors: (Constant), Consumer_Perceived_Fit
b. Dependent Variable: Overall_Extension_Evaluation
Table 4.27
Brand Extension Success: Mediation and Moderation analysis 217
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 2.909 .197 14.796 .000
Consumer_Perceived_
Fit
.172 .052 .152 3.309 .001
a. Dependent Variable: Overall_Extension_Evaluation
R-Square reveals the proportion of variance in the dependent variable (overall
brand extension evaluation) which is explained by the independent variable (Consumer
Perceived Fit). This is an overall measure of the strength of association between
variable, hence 2.3 percent of variation is explained by consumer perceived fit and rest
will be explained by some other variables not included in the model. The model is
significant with p =0.001 and beta coefficient of .172 which is positive. Hence
Hypothesis 7 that “Consumer Perceived fit is significantly positively related to
Successful Brand Extension Evaluation” has been accepted. Now moderation analysis
can be performed as the IV and DV have significant relationship, so what effect does
moderator has on the model has been tested in Hypothesis 8.
H8: Negative Brand Image significantly moderates the relationship
between Consumer Perceived fit and Successful Brand Extension
Evaluation.
Brand Extension Success: Mediation and Moderation analysis 218
Table 4.28
Variables Entered/Removedb
Model Variables Entered Variables Removed Method
1 Consumer_Perceived_Fit . Enter
2 Brand_Image . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Table 4.29
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .155a .024 .022 .54479
2 .174b .030 .026 .54366
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
1 .024 11.332 1 460 .001
2 .006 2.917 1 459 .088
Brand Extension Success: Mediation and Moderation analysis 219
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
1 .024 11.332 1 460 .001
a. Predictors: (Constant), Consumer_Perceived_Fit
b. Predictors: (Constant), Consumer_Perceived_Fit, Brand_Image
Table 4.30
ANOVAc
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 3.363 1 3.363 11.332 .001a
Residual 136.525 460 .297
Total 139.889 461
2 Regression 4.225 2 2.113 7.148 .001b
Residual 135.663 459 .296
Total 139.889 461
a. Predictors: (Constant), Consumer_Perceived_Fit
b. Predictors: (Constant), Consumer_Perceived_Fit, Brand_Image
c. Dependent Variable: Overall_Extension_Evaluation
Table 4.31
Coefficientsa
Brand Extension Success: Mediation and Moderation analysis 220
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 2.877 .203 14.169 .000
Consumer_Perceived_Fit .180 .054 .155 3.366 .001
2 (Constant) 3.052 .227 13.435 .000
Consumer_Perceived_Fit .235 .062 .202 3.772 .000
Brand_Image -.098 .057 -.091 -1.708 .088
a. Dependent Variable: Overall_Extension_Evaluation
Table 4.32
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
Collinearity
Statistics
Tolerance
1 Brand_Imag
e
-.091a -1.708 .088 -.079 .738
a. Predictors in the Model: (Constant), Consumer_Perceived_Fit
b. Dependent Variable: Overall_Extension_Evaluation
Is model 1 (without the Moderator) significant? Yes, F (1, 460) = 11.332, p <.05
R-Square reveals the proportion of variance in the dependent variable (overall brand
extension evaluation) which is explained by the independent variable (Consumer
Brand Extension Success: Mediation and Moderation analysis 221
Perceived Fit). This is an overall measure of the strength of association between
variable, hence 2.4 percent of variation is explained by Consumer Perceived Fit.
Testing the hypothesis 8 and Interpreting Interactions:
To test the hypothesis “Negative Brand Image significantly moderates the relationship
between Consumer Perceived fit and Successful Brand Extension Evaluation”
moderation was run with model 2 in the regression equation by keeping the assumption
that effect of a predictor variable consumer perceived fit (X) on a criterion Successful
Brand Extension Evaluation (Z) depends on a third variable Brand Image (M), the
moderator.
Is model 2 (with the Moderator) significant? Yes, F (2, 459) =7.148, p <.05
The results of the moderation analysis revealed from the model summary and ANOVA
table it is quite clear that model 2 is significant and more variation is explained by this
model that is 3.0 % than the previous one of 2.4%. From the coefficient table it can be
inferred that Parent brand experience as moderator variable has Enhancing interaction in
the model and strengthen the relationship the positive relationship between Consumer
perceived fit and Successful Brand Extension Evaluation. In model 2 with the interaction
between Consumer perceived fit and Parent brand experience accounted for
insignificantly more variance than just marketing support and parent brand experience by
themselves, R2 change = .006, p = .001 and the beta value -.098, indicating that has
increased due to moderator from .024 to .030 in model 2 , R square change is 0.006, p=
0.088, indicating that there is potentially significant moderation between consumer
perceived fit and Brand image on successful brand extension evaluation. So the
Brand Extension Success: Mediation and Moderation analysis 222
Successful
Brand Extension
Evaluation
Brand
Image
Perceive
d Risk of
Unknow
n
Successful
Brand Extension
Evaluation
Brand
Image
hypothesis “Negative Brand Image significantly moderates the relationship between
Consumer Perceived fit and Successful Brand Extension Evaluation” has been accepted.
Hypothesis for Brand Image & Perceived Risk of Unknown.
H9: Brand Image is significantly positively related to Successful Brand Extension
Evaluation.
Figure 4.8
Simple model of Brand Image and Brand Extension evaluation
H10: Brand Image is negatively related to Perceived Risk of Unknown.
H10: Perceived Risk of Unknown moderates the relationship between Brand Image and
Successful Brand Extension Evaluation.
Figure 4.9
Moderation model of Brand Image and Brand Extension evaluation
Brand Extension Success: Mediation and Moderation analysis 223
H9: Brand Image is significantly positively related to Successful Brand Extension
Evaluation.
Test Run Regression Analysis for checking relation of Brand Image
(Predictor) with Successful Brand Extension Evaluation (Criterion) has been given
below:
Table 4.33
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Image . Enter
a. All requested variables entered.
b. Dependent Variable:
Overall_Extension_Evaluation
Table 4.34
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .012a .000 -.002 .55142
a. Predictors: (Constant), Brand_Image
Table 4.35
ANOVAb
Brand Extension Success: Mediation and Moderation analysis 224
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression .020 1 .020 .065 .799a
Residual 139.869 460 .304
Total 139.889 461
a. Predictors: (Constant), Brand_Image
b. Dependent Variable: Overall_Extension_Evaluation
Table 4.36
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 3.505 .196 17.923 .000
Brand_Image .013 .050 .012 .255 .799
a. Dependent Variable: Overall_Extension_Evaluation
It can be interpreted from the model summary table that no percent of the
variation is explained by brand image on the Successful brand extension evaluation and
they have weak correlation with R being .012. The model is also insignificant as the
value is greater than 0.05 with F =.065
The coefficient brand image is insignificant with p > 0.05 and beta coefficient of .013
which is positive. Therefore Hypothesis 9 that “Brand Image is significantly positively
related to Successful Brand Extension Evaluation” has been rejected. Now moderation
analysis can be performed to check whether moderator (Perceived Risk of Unknown) can
Brand Extension Success: Mediation and Moderation analysis 225
enhance the relationship or not, for that hypothesis 10 has been formulated and results are
presented below.
H10: Perceived Risk of Unknown moderates the relationship between Brand Image
and Successful Brand Extension Evaluation.
Table 4.37
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 Brand_Image . Enter
2 Percieved_risk_unknown . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Table 4.38
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .012a .000 -.002 .55142
2 .031b .001 -.003 .55180
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
Brand Extension Success: Mediation and Moderation analysis 226
1 .000 .065 1 460 .799
2 .001 .372 1 459 .542
a. Predictors: (Constant), Brand_Image
b. Predictors: (Constant), Brand_Image, Percieved_risk_unknown
Table 4.39
ANOVAc
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression .020 1 .020 .065 .799a
Residual 139.869 460 .304
Total 139.889 461
2 Regression .133 2 .067 .219 .804b
Residual 139.756 459 .304
Total 139.889 461
a. Predictors: (Constant), Brand_Image
b. Predictors: (Constant), Brand_Image, Percieved_risk_unknown
c. Dependent Variable: Overall_Extension_Evaluation
Table 4.40
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
Brand Extension Success: Mediation and Moderation analysis 227
1 (Constant) 3.505 .196 17.923 .000
Brand_Image .013 .050 .012 .255 .799
2 (Constant) 3.350 .322 10.411 .000
Brand_Image .017 .050 .016 .334 .739
Percieved_risk_unknown .040 .065 .029 .610 .542
a. Dependent Variable: Overall_Extension_Evaluation
Table 4.41
Excluded Variablesb
Model
Beta
In t Sig.
Partial
Correlation
Collinearity
Statistics
Tolerance
1 Percieved_risk_unknown .029a .610 .542 .028 .982
a. Predictors in the Model: (Constant), Brand_Image
b. Dependent Variable: Overall_Extension_Evaluation
Is model 1 (without the Moderator) significant? No, F (1, 460) = .065, p >.05
R-Square reveals the proportion of variance in the dependent variable (overall brand
extension evaluation) which is explained by the independent variable (Brand Image).
This is an overall measure of the strength of association between variable, hence Zero
percent of variation is explained by Brand Image.
Testing the hypothesis 10 and Interpreting Interactions:
To test the hypothesis “Perceived Risk of Unknown moderates the relationship
between Brand Image and Successful Brand Extension Evaluation.” moderation was
Brand Extension Success: Mediation and Moderation analysis 228
run with model 2 in the regression equation by keeping the assumption that effect of a
predictor variable Brand Image (X) on a criterion Successful Brand Extension Evaluation
(Z) depends on a third variable Percieved Risk of unknown brand (M), the moderator.
Is model 2 (with the Moderator) significant? No, F (2, 459) =.219, p >.05
The results of the moderation analysis revealed from the model summary and ANOVA
table it is quite clear that model 2 is insignificant as well but slight variation is explained
by this model that is 0.1 % than the previous one of zero % . From the coefficient table it
can be inferred that Perceived Risk of unknown brand as moderator variable has slightly
Enhancing interaction in the model and strengthen the positive relationship between
Brand Image and Successful Brand Extension Evaluation. In model 2 with the interaction
between Brand Image and Perceived risk of unknown accounted for insignificantly more
variance than just marketing brand image and perceived risk of unknown by themselves,
R2 change = 0.001, p = .542 and the beta value .040, indicating that has increased due to
moderator from .000 to .001 in model 2 , R square change is 0.001, indicating that there
is potentially insignificant moderation between brand image and perceived risk of
unknown on successful brand extension evaluation. So the hypothesis “Perceived Risk
of Unknown moderates the relationship between Brand Image and Successful
Brand Extension Evaluation.” has been rejected.
Hypothesis for Consumer Perceived Brand Concept, Parent Brand Conviction &
Brand Loyalty.
H11: Consumer Perceived Brand Concept is positively related to Parent Brand
Conviction
H12: Consumer Perceived Brand Concept is positively related to Brand Loyalty.
Brand Extension Success: Mediation and Moderation analysis 229
H13: Parent Brand Conviction and Brand loyalty jointly mediate the relationship
between Consumer Perceived Brand Concept and Successful Brand Extension Evaluation
for close extension
Figure 4.10
Tested Simple model of Consumer Perceived Brand Concept and Brand Extension
evaluation
Figure 4.11
Multi-mediation model of Consumer Perceived Brand Concept and Brand Extension
evaluation
Figure 4.12
Tested Multi-mediation model of Consumer Perceived Brand Concept and Brand
Extension evaluation
Successful
Brand Extension
Evaluation
Consumer
Perceived
Brand
Concept
.1443
C path
Successful
Brand Extension
Evaluation
Consumer
Perceived
Brand
Concept
Parent
Brand
Conviction
Brand
Loyalty
Successful
Brand Extension
Evaluation
Consumer
Perceived
Brand
Concept
Parent
Brand
Conviction
Brand
Loyalty
.6763
7757
.5760
-.1542
-.1257
Brand Extension Success: Mediation and Moderation analysis 230
Dependent, Independent, and Proposed Mediator Variables:
DV = Overall successful consumer brand evaluation
IV = Consumer perceived brand concept
MEDS = Brand loyalty
Parent brand conviction
Sample size
462
Table 4.42
IV to Mediators (a paths)
Coeff se t p
Brand_loyalty .6763 .0435 15.5396 .0000
Parent_brand Conviction .7757 .0414 18.7553 .0000
To check the multiple mediation effect on successful Brand Extension Evaluation
Preacher and Hayes (2008) SPSS Macro for Multiple Mediation has been used to test
hypothesis 11, 12 and 13. Hypothesis H11 “Consumer Perceived Brand Concept is
positively related to Parent Brand Conviction” and H12 “Consumer Perceived Brand
Concept is positively related to Brand Loyalty” has been accepted as a paths standard
beta coefficients are positive with .6763 and .7757 values respectively having p values
less than .05 showing significant model.
Interpreting "a" path (IV to MedVs)
Brand Extension Success: Mediation and Moderation analysis 231
the path from Consumer Perceived Brand Concept to Brand loyalty is
significant p = .000 with beta coefficient .6763
the path from Consumer Perceived Brand Concept to Parent brand Conviction
is significant p = .000 with beta coefficient .7757
Table 4.43
Direct Effects of Mediators on DV (b paths)
Coeff se t p
Brand_loyalty .5760 .1225 4.7021 .0000
Parent_brand Conviction -.1542 .1289 -1.1959 .2324
Interpreting "b" path (MedVs to DV, controlling for the IV)
the path from Brand loyalty to Successful Brand Extension Evaluation is
significant p = .000 with beta coefficient =.5760
the path from Parent brand Conviction to Successful Brand Extension
Evaluation is not significant p = .2324 with beta coefficient =-.1542
Table 4.44
Total Effect of IV on DV (c path)
Coeff se t p
Consumer .1443 .0562 2.5680 .0105
Table 4.45
Direct Effect of IV on DV (c' path)
Coeff se t p
Consumer -.1257 .0703 -1.7873 .0746
Brand Extension Success: Mediation and Moderation analysis 232
Table 4.46
Model Summary for DV Model
R-sq Adj R-sq F df1 df2 p
.1345 .1289 23.7300 3.0000 458.0000 .0000
Interpreting "c" path (IV to DV without the MedVs, aka the Total effect) - in this
model is significant p= .0105 with beta coefficient = .1443
Interpreting "c' " path (IV to DV, controlling for the MedVs, aka the Direct effect) - in
this example non-significant p = .0746 with beta coefficient = -.1257
Interpreting R square = .1345 is the amount of variance in the DV (i.e., Successful
Brand Extension Evaluation) accounted from by Consumer Perceived Brand
Concept (IV) and Mediating Variables Brand Loyalty and Parent Brand Conviction.
So, this model has met all the criteria for mediation according to Baron and Kenny (1986)
– although note that the IV-DV total effect criteria is no longer necessary. Indirect Effect
of mediating variable has been presented below:
Table 4.47
Bootstrap results for indirect effects
Indirect Effects of IV on DV through Proposed Mediators (ab paths)
Data Boot Bias SE
TOTAL .2700 .2686 -.0014 .0533
Brand_loyalty .3896 .3923 .0028 .0968
Parent_brand Conviction -.1196 -.1238 -.0042 .1074
Bias Corrected Confidence Intervals
Lower Upper
TOTAL .1713 .3796
Brand_loyalty .2064 .5819
Parent_brand Coviction -.3255 .0978
Brand Extension Success: Mediation and Moderation analysis 233
Level of Confidence for Confidence Intervals:
95
Number of Bootstrap Resamples:
5000
The output provides the 95% Bias corrected bootstrapped confidence interval
Here the author is looking to see if ZERO (0) lies within the interval range
Note that LL = Lower Limit (or the lower boundary) and UL = Upper Limit (or upper
boundary) of the Confidence interval.
Essentially author has asked whether it is possible (with 95% confidence) that the TRUE
indirect effect would be ZERO (basically, no mediation).
1) Total effect
In this case the TRUE TOTAL indirect effect with 95% likely to range from .1713
to .3796– the estimated effect is .2700 (lying in between these two values)
If (as in this case) zero does not occur between the LL and the UL then it can conclude
that the TOTAL indirect effect is significant and there is mediation caused between IV
and DV.
2) Individual mediator indirect effects
In this case the TRUE indirect effect VIA Brand Loyalty is 95% likely to range
from .2064 to .5819 - the estimated effect is .3896 (lying in between these two values)
If (as in this case) zero does NOT occur between the LL and the UL then we can
conclude that the indirect effect for this mediator is significant.
Brand Extension Success: Mediation and Moderation analysis 234
Looking at the remaining mediator parent brand conviction it can be seen that the
Confidence interval that ranges from -.3255 to .0978 that includes ZERO and therefore is
not significant.
Note: these estimates will change each time the syntax is run due to the bootstrapping
procedure using different random samples from the sample.
4.2 Hypotheses testing and interpretation for distance extension:
Hypothesis for Brand Loyalty and Evangelist.
H14: Brand Loyalty characteristic of consumer significantly lead to become Brand
Evangelist.
H15: Brand Loyalty is positively related to Successful Brand Extension Evaluation.
H16: Brand Evangelist significantly mediates the relationship between Brand Loyalty and
Successful Brand Extension Evaluation.
Figure 4.13
Simple Model of Brand Loyalty and Brand Extension evaluation
Successful
Brand Extension
Evaluation
Brand
Loyalty
Brand Extension Success: Mediation and Moderation analysis 235
Figure 4.14
Mediation Model of Brand Loyalty and Brand Extension evaluation
Table 4.48
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Loyalty . Enter
a. All requested variables entered.
b. Dependent Variable: Brand_evangelist
Table 4.49
Model Summaryb
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .662a .438 .437 .40181
Model Summaryb
Model Change Statistics
Successful
Brand Extension
Evaluation
Brand
Loyalty
Brand
Evangelis
t
Brand Extension Success: Mediation and Moderation analysis 236
R Square
Change F Change df1 df2
Sig. F
Change
1 .438 332.026 1 426 .000
a. Predictors: (Constant), Brand_Loyalty
b. Dependent Variable: Brand_evangelist
Table 4.50
ANOVAb
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 53.606 1 53.606 332.026 .000a
Residual 68.779 426 .161
Total 122.385 427
a. Predictors: (Constant), Brand_Loyalty
b. Dependent Variable: Brand_evangelist
Table 4.51
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 1.503 .140 10.734 .000
Brand_Loyalty .653 .036 .662 18.222 .000
Brand Extension Success: Mediation and Moderation analysis 237
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Loyalty . Enter
a. Dependent Variable: Brand_evangelist
Table 4.52
Residuals Statisticsa
Minimu
m
Maximu
m Mean
Std.
Deviation N
Predicted Value 2.8083 4.7666 4.0292 .35432 428
Residual -1.62427 1.36531 .00000 .40134 428
Std. Predicted
Value
-3.446 2.081 .000 1.000 428
Std. Residual -4.042 3.398 .000 .999 428
a. Dependent Variable: Brand_evangelist
In the table given above R represents correlation between observed and predicted
values of dependent variable. It is basically the square root of R-Squared. In this model R
is .662 which is closer to 1 which shows positive relationship between Brand loyalty and
Brand Evangelist.
R-Square reveals the proportion of variance in the dependent variable (Brand
evangelist) which is explained by the independent variable (Brand loyalty). This is an
Brand Extension Success: Mediation and Moderation analysis 238
overall measure of the strength of association, hence 43.8 percent of variation is
explained by brand loyalty.
Adjusted R-square in the table shows an adjustment of the R-squared that penalizes the
addition of extraneous predictors to the model. Adjusted R-squared is computed using
the formula 1 - ((1 - Rsq)((N - 1) /( N - k - 1)) where k is the number of predictors. As we
don‟t have another variable in this model so Adjusted R-square is not important here for
explanation.
In the ANOVA table it is clear that the model is significant as the P-value is less
than .05 so the entire model has passed the fitness test and we can go further with the
Coefficient table. The total variance has N-1 degrees of freedom. The Regression
degrees of freedom corresponds to the number of coefficients estimated minus 1 so in
this model there are two coefficients including intercept so degree of freedom is (2-
1=1).
Hypothesis that Brand Loyalty characteristic of consumer significantly lead to become
Brand Evangelist has been accepted as the P-value is less than .05 which is .00 as it can
be seen in the above table. Unstandardized coefficient is also positive with .653 value that
can be used in the equation and the standardized coefficient is .662 with significant p
value. This shows the positive effect of brand loyalty on the brand evangelist.
Now to check whether Brand loyalty as a predictor variable has positive relationship with
criterion variable (Successful Brand Extension Evaluation) linear regression was run on
the model with 95 % confidence and the result tables are presented below
Table 4.53
Brand Extension Success: Mediation and Moderation analysis 239
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Loyalty . Enter
a. All requested variables entered.
b. Dependent Variable:
Overall_Evaluation_extension
Table 4.54
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .104a .011 .008 .57888
a. Predictors: (Constant), Brand_Loyalty
Table 4.55
ANOVAb
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 1.556 1 1.556 4.642 .032a
Residual 142.753 426 .335
Total 144.309 427
Brand Extension Success: Mediation and Moderation analysis 240
Model
Variables
Entered
Variables
Removed Method
1 Brand_Loyalty . Enter
a. Predictors: (Constant), Brand_Loyalty
b. Dependent Variable: Overall_Evaluation_extension
Table 4.56
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 3.191 .242 13.205 .000
Brand_Loyalty .130 .060 .104 2.155 .032
a. Dependent Variable: Overall_Evaluation_extension
In the table given above R represents correlation between observed and predicted
values of dependent variable. It is basically the square root of R-Squared. In this model R
is .104 which is positive away from 1 which shows positive weak but a relationship
between Brand loyalty and overall brand extension.
R-Square reveals the proportion of variance in the dependent variable (overall brand
extension) which is explained by the independent variable (Brand loyalty). This is an
overall measure of the strength of association; hence 11.0 percent of variation is
explained by brand loyalty.
Brand Extension Success: Mediation and Moderation analysis 241
In the ANOVA table it is clear that the model is significant as the P-value is less
than .05 so the entire model has passed the fitness test and we can go further with the
Coefficient table. The total variance has N-1 degrees of freedom. The Regression
degrees of freedom corresponds to the number of coefficients estimated minus 1 so in
this model there are two coefficients including intercept so degree of freedom is (2-
1=1).
Hypothesis that Brand Loyalty characteristic of consumer is positively related to
Successful Brand Extension Evaluation has been accepted as the model is also
significant as the P-value is less than .05 which is .032 as it can be seen in the above
table. Unstandardized coefficient is also positive with .130 value that can be used in the
equation, this is the c path value in the path analysis which can be seen in the figure
below. And hence reveals positive relation among Brand loyalty and Successful brand
extension evaluation.
Mediation Analysis was run on SPSS 19.0 with the help of Preacher and Hayes option
installed. With 95 % Level of Confidence for Confidence Intervals and 1000 number of
Bootstrap Re-samples of Sample size 462. Following variables from the model were
tested for mediation analysis and the results are presented below:
Dependent, Independent, and Proposed Mediator Variables:
DV = Overall Brand Extension Success
IV = Brand loyalty
MEDS = Brand Evangelist
Testing Model with Mediator (variables in simple mediation model)
Y Overall_Succesfull Brand Extension evaluation
Brand Extension Success: Mediation and Moderation analysis 242
X Brand_Loyalty
M Brand_evangelist
To test the hypothesis Brand Evangelist significantly mediates the relationship
between Brand Loyalty and Successful Brand Extension Evaluation; Mediation Analysis
was performed suggested by Preacher and Hayes (2008). All the condition of mediation
or path analysis were kept in mind and met such as:
• Brand Loyalty (X) Successful Brand Extension (Y): path c
• Brand Loyalty (X) Brand Evangelist (M): path a
• Brand Evangelist (M) Successful Brand Extension (Y) (controlling for X): path
b
• Brand Loyalty (X) Successful Brand Extension (Y) (controlling for M): path c′
Table 4.57
Descriptive statistics and Pearson correlations
Mean SD Overall_ Brand_Lo Brand_ev
Overall_consumer 3.7077 .5813 1.0000 .1038 .0068
Brand_Loyalty 3.9749 .4640 .1038 1.0000 .2245
Brand_evangelist 4.0292 .5354 .0068 .2245 1.0000
SAMPLE SIZE
428
Brand Extension Success: Mediation and Moderation analysis 243
Table 4.58
Direct and Total effects
Coeff s.e. t Sig(two)
b(YX) .1301 .0604 2.1546 .0318
b(MX) .2591 .0545 4.7556 .0000
b(YM.X) -.0189 .0538 -.3513 .7256
b(YX.M) .1350 .0620 2.1763 .0301
Table 4.59
Indirect effect and significance using normal distribution
Value s.e. LL95CI UL95CI Z Sig(two)
Effect -.0049 .0143 -.0329 .0231 -.3429 .7317
Table 4.60
Bootstrap results for indirect effect
Data Mean s.e. LL99 CI LL95CI UL95CI UL99CI
Effect -.0049 -.0063 .0171 -.0619 -.0465 .0241 .0330
NUMBER OF BOOTSTRAP RESAMPLES
1000
Brand Extension Success: Mediation and Moderation analysis 244
Figure 4.15
Tested Simple Model of Brand Loyalty and Brand Extension evaluation
Figure 4.16
Tested Mediation Model of Brand Loyalty and Brand Extension evaluation
Hypothesis for Marketing Support and Parent Brand Experience.
H17: Marketing support provided to extended brand is positively related to Successful
Brand Extension Evaluation.
H18: Parent Brand Experience in past moderates the relationship between Marketing
Support and Successful Brand Extension Evaluation.
Successful
Brand Extension
Evaluation
Brand
Loyalty
.1301
Successful
Brand Extension
Evaluation
Brand
Loyalty
Brand
Evangelis
t
.2591
.1350
-.0189
Brand Extension Success: Mediation and Moderation analysis 245
Successful
Brand Extension
Evaluation
Marketin
g Support
Parent
Brand
Experience
Successful
Brand Extension
Evaluation
Marketin
g Support
Figure 4.17
Simple Model of Marketing Support and Brand Extension evaluation
Figure 4.18
Moderation Model of Marketing Support and Brand Extension evaluation
Effect of a predictor variable Marketing Support (X) on a criterion Successful
Brand Extension Evaluation (Z) depends on a third variable Parent Brand Experience
(M), the moderator. Synonymous terms for such an effect is interaction effect in the
model. A moderator is a variable added in the model that specifies conditions “when” or
“for whom” a given predictor (x) is related to a/an criterion/outcome variable. The
moderator explains a situation „when‟ a DV and IV have relation. Moderation implies an
interaction effect. It means where introducing a moderating variable alter the direction or
Brand Extension Success: Mediation and Moderation analysis 246
magnitude of the relationship between two variables. There are three types of Interactions
namely Enhancing, Buffering Effect or Antagonistic Effect.
Enhancing interaction is referred when increasing moderator additionally increases the
effect or power of predictor. Secondly Buffering effect is when increasing moderator
decreases the effect or power of predictor or reduces the size of the effect. And third
condition is Antagonistic effect when adding moderator has reverses affect on the power
of predictor to explain the variation on criterion.
Hierarchical multiple regression has been used to evaluate the effects of a moderating
variable. To test the moderation, author in particular has looked at the interaction effect
among X and M also whether or not such an effect is significant in predicting outcome
variable (Y)
To test Hypothesis H17 and H18 moderation analysis was performed on SPSS. First
Hypothesis was tested with simple linear regression and second model included Parent
brand experience as moderator variable. In Step 1 author was only concerned if the
models selected were significant and if the amount of variance that accounted for in
Model 2 (with the moderator) has significantly more effect than Model 1 (without the
moderator).The model and test results are presented below:
Table 4.61
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 Marketing_support . Enter
Brand Extension Success: Mediation and Moderation analysis 247
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 Marketing_support . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Table 4.62
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .178a .032 .029 .57276
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
1 .032 13.895 1 426 .000
a. Predictors: (Constant), Marketing_support
Table 4.63
ANOVAb
Model
Sum of
Squares df
Mean
Square F Sig.
Brand Extension Success: Mediation and Moderation analysis 248
1 Regression 4.558 1 4.558 13.895 .000a
Residual 139.751 426 .328
Total 144.309 427
a. Predictors: (Constant), Marketing_support
b. Dependent Variable: Overall_Evaluation_extension
Table 4.64
Coefficientsa
Model
Unstandardized
Coefficients
B Std. Error
1 (Constant) 3.123 .159
Marketing_support .183 .049
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity
Statistics
Beta Tolerance VIF
1 (Constant) 19.615 .000
Marketing_support .178 3.728 .000 1.000 1.000
a. Dependent Variable: Overall_Evaluation_extension
Brand Extension Success: Mediation and Moderation analysis 249
Table 4.65
Collinearity Diagnosticsa
Model Dimension Eigenvalue
Condition
Index
Variance Proportions
(Constant) Marketing_support
1 1 1.985 1.000 .01 .01
2 .015 11.415 .99 .99
a. Dependent Variable: Overall_Evaluation_extension
Table 4.66
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 Marketing_support . Enter
2 Parent_brand_experience . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Table 4.67
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .178a .032 .029 .57276
2 .211b .045 .040 .56955
Brand Extension Success: Mediation and Moderation analysis 250
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
1 .032 13.895 1 426 .000
2 .013 5.820 1 425 .016
a. Predictors: (Constant), Marketing_support
b. Predictors: (Constant), Marketing_support, Parent_brand_experience
Table 4.68
ANOVAc
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 4.558 1 4.558 13.895 .000a
Residual 139.751 426 .328
Total 144.309 427
2 Regression 6.446 2 3.223 9.936 .000b
Residual 137.863 425 .324
Total 144.309 427
a. Predictors: (Constant), Marketing_support
b. Predictors: (Constant), Marketing_support, Parent_brand_experience
c. Dependent Variable: Overall_Evaluation_extension
Brand Extension Success: Mediation and Moderation analysis 251
Table 4.69
Coefficientsa
Model
Unstandardized
Coefficients
B Std. Error
1 (Constant) 3.123 .159
Marketing_support .183 .049
2 (Constant) 2.517 .297
Marketing_support .201 .049
Parent_brand_experience .144 .060
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity
Statistics
Beta Tolerance VIF
1 (Constant) 19.615 .000
Marketing_support .178 3.728 .000 1.000 1.000
2 (Constant) 8.477 .000
Marketing_support .195 4.065 .000 .978 1.022
Parent_brand_experience .116 2.413 .016 .978 1.022
a. Dependent Variable: Overall_Evaluation_extension
Brand Extension Success: Mediation and Moderation analysis 252
Table 4.70
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
1 Parent_brand_experience .116a 2.413 .016 .116
Excluded Variablesb
Model
Collinearity Statistics
Tolerance VIF
Minimum
Tolerance
1 Parent_brand_experience .978 1.022 .978
a. Predictors in the Model: (Constant), Marketing_support
b. Dependent Variable: Overall_Evaluation_extension
Table 4.71
Collinearity Diagnosticsa
Model Dimension
Eigenvalu
e
Condition
Index
Variance Proportions
(Constant)
Marketing_s
upport
Parent_brand
_experience
1 1 1.985 1.000 .01 .01
2 .015 11.415 .99 .99
2 1 2.968 1.000 .00 .00 .00
Brand Extension Success: Mediation and Moderation analysis 253
2 .027 10.555 .01 .68 .19
3 .006 23.229 .99 .32 .80
a. Dependent Variable: Overall_Evaluation_extension
By looking at the result tables for the model 1 and hypothesis 17 it reveals that
Marketing support provided by the company is positively related to Successful evaluation
of brand Extension as the unstandardized Coefficients Beta value is .183 which is
positive and corresponding p-value is 0.00 less than 0.05 criteria. The model summary
table shows the correlation (R) between observed and predicted values of dependent
variable. In this model R is .178 which is positive and away from 1.0 that shows positive
weak but a relationship between marketing support and overall brand extension
evaluation.
Is model 1 (without the Moderator) significant? Yes, F (1, 426) = 13.895, p <.05
R-Square reveals the proportion of variance in the dependent variable (overall brand
extension evaluation) which is explained by the independent variable (Marketing
Support). This is an overall measure of the strength of association between variable,
hence 3.2 percent of variation is explained by brand loyalty and rest will be explained by
some other variables not included in the model. Hence Hypothesis 17 that “Marketing
support provided to extended brand is positively related to Successful Brand Extension
Evaluation” has been accepted.
Testing the hypothesis 18 and Interpreting Interactions:
Brand Extension Success: Mediation and Moderation analysis 254
To test the hypothesis “Parent Brand Experience in past significantly moderates the
relationship between Marketing Support and Successful Brand Extension Evaluation”
moderation was run with model 2 in the regression equation by keeping the assumption
that effect of a predictor variable Marketing Support (X) on a criterion Successful Brand
Extension Evaluation (Z) depends on a third variable Parent Brand Experience (M), the
moderator. The results of the moderation analysis revealed that hypothesis 18 has been
accepted as Parent Brand Experience in past does significantly moderates the relationship
between Marketing Support and Successful Brand Extension Evaluation.
Is model 2 (with the Moderator) significant? Yes, F (2, 425) = 9.936, p <.05
From the Model summary and ANOVA table it is quite clear that model 2 is significant
and more variation is explained by this model that is .045% than the previous one
of .032 %. From the coefficient table it can be inferred that Parent brand experience as
moderator variable has Enhancing interaction in the model and strengthen the
relationship the positive relationship between Marketing support and Successful Brand
Extension Evaluation. In model 2 with the interaction between Marketing Support and
Parent brand experience accounted for significantly
more variance than just marketing support and parent brand experience by themselves,
R2 change = .013, p =.016 , the beta value has increased due to moderator from .183
to .201 in model 2 , indicating that there is potentially significant moderation between
marketing support and parent brand experience on successful brand extension evaluation.
Brand Extension Success: Mediation and Moderation analysis 255
Figure 4.19
Tested Simple Model of Marketing Support and Brand Extension evaluation
Figure 4.20
Tested Moderation Model of Marketing Support and Brand Extension evaluation
Hypothesis for Consumer Perceived Fit & Brand Image.
H19: Consumer Perceived Fit is positively related to Brand Image of Extension Brand.
H20: Consumer Perceived fit is significantly positively related to Successful Brand
Extension Evaluation.
H21: Negative Brand Image Moderates the relationship between Consumer Perceived fit
and Successful Brand Extension Evaluation.
Successful
Brand Extension
Evaluation
Marketin
g Support
.032
Successful
Brand Extension
Evaluation
Marketin
g Support
Parent
Brand
Experience
.045
Brand Extension Success: Mediation and Moderation analysis 256
Successful
Brand Extension
Evaluation
Consume
r
Perceived
Fit
Brand
Image
Figure 4.21
Moderation Model of Consumer Perceived Fit and Brand Extension evaluation
Moderator variable has been considered to be subset of class of variables named
as specification variables is Social sciences studies. The proposed moderator in this
model is “Brand image” and to check the typology of specification variable whether the
Moderator has interaction and related with predictor or criterion variable or not; above
hypothesis were formulated.
Test Run Regression Analysis for Interaction and Relation of Brand Image (Moderator)
with Consumer Perceived Fit (Predictor) has been given below:
Table 4.72
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 Consumer_Percieved_Fit . Enter
a. All requested variables entered.
b. Dependent Variable: Brand_Image
Brand Extension Success: Mediation and Moderation analysis 257
Table 4.73
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .472a .222 .221 .48863
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
1 .222 121.813 1 426 .000
a. Predictors: (Constant), Consumer_Percieved_Fit
Table 4.74
ANOVAb
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 29.084 1 29.084 121.813 .000a
Residual 101.710 426 .239
Total 130.793 427
a. Predictors: (Constant), Consumer_Percieved_Fit
b. Dependent Variable: Brand_Image
Brand Extension Success: Mediation and Moderation analysis 258
It can be interpreted from the model summary table that 22.2 percent of the
variation is explained in brand image and they have positive correlation with R
being .472 which shows mild positive relationship. The model is also significant as the
value is less than 0.05 with F =121.813
From the Coefficients table it has been revealed the Brand image and consumer perceived
fit are positively related to each other as the unstandardized coefficient beta is 0.508 with
p value less than .05 hence hypothesis 19 has been accepted.
Table 4.75
Coefficientsa
Model
Unstandardized
Coefficients
B Std. Error
1 (Constant) 1.972 .165
Consumer Perceived Fit .508 .046
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity
Statistics
Beta Tolerance VIF
1 (Constant) 11.923 .000
Consumer Perceived Fit .472 11.037 .000 1.000 1.000
Brand Extension Success: Mediation and Moderation analysis 259
a. Dependent Variable: Brand_Image
Table 4.76
Collinearity Diagnosticsa
Model Dimension Eigenvalue
Condition
Index
Variance Proportions
(Constant)
Consumer_Perceived_
Fit
1 1 1.990 1.000 .01 .01
2 .010 13.933 .99 .99
a. Dependent Variable: Brand_Image
Table 4.77
Variables Entered/Removedb
Model Variables Entered Variables Removed Method
1 Consumer_Perceived_Fit . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Table 4.78
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .108a .012 .009 .57864
Model Summary
Brand Extension Success: Mediation and Moderation analysis 260
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
1 .012 4.996 1 426 .026
a. Predictors: (Constant), Consumer_Percieved_Fit
Table 4.79
ANOVAb
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 1.673 1 1.673 4.996 .026a
Residual 142.636 426 .335
Total 144.309 427
a. Predictors: (Constant), Consumer_Percieved_Fit
b. Dependent Variable: Overall_Evaluation_extension
R-Square reveals the proportion of variance in the dependent variable (overall
brand extension evaluation) which is explained by the independent variable (Consumer
Perceived Fit). This is an overall measure of the strength of association between
variable, hence 1.2 percent of variation is explained by consumer perceived fit and rest
will be explained by some other variables not included in the model. The model is
significant with p =0.026 and beta coefficient of -.122 which is negative. Hence
Hypothesis 20 that “Consumer Perceived fit is significantly positively related to
Brand Extension Success: Mediation and Moderation analysis 261
Successful Brand Extension Evaluation” has been rejected. Now moderation analysis can
be performed as the IV and DV have significant relationship, so what effect does
moderator has on the model has been tested in Hypothesis 21.
Table 4.80
Coefficientsa
Model
Unstandardized
Coefficients
B Std. Error
1 (Constant) 4.141 .196
Consumer_Percieved_Fit -.122 .055
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity
Statistics
Beta Tolerance VIF
1 (Constant) 21.144 .000
Consumer_Percieved_Fit -.108 -2.235 .026 1.000 1.000
a. Dependent Variable: Overall_Evaluation_extension
Table 4.81
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Variance Proportions
Brand Extension Success: Mediation and Moderation analysis 262
Index
(Constant)
Consumer_P
ercieved_Fit
1 1 1.990 1.000 .01 .01
2 .010 13.933 .99 .99
a. Dependent Variable: Overall_Evaluation_extension
Table 4.82
Variables Entered/Removedb
Model Variables Entered Variables Removed Method
1 Consumer Perceived Fit . Enter
2 Brand_Image . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Table 4.83
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .108a .012 .009 .57864
2 .125b .016 .011 .57814
Model Summary
Model Change Statistics
Brand Extension Success: Mediation and Moderation analysis 263
R Square
Change F Change df1 df2
Sig. F
Change
1 .012 4.996 1 426 .026
2 .004 1.744 1 425 .187
a. Predictors: (Constant), Consumer_Percieved_Fit
b. Predictors: (Constant), Consumer_Percieved_Fit, Brand_Image
Table 4.84
ANOVAc
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 1.673 1 1.673 4.996 .026a
Residual 142.636 426 .335
Total 144.309 427
2 Regression 2.256 2 1.128 3.374 .035b
Residual 142.053 425 .334
Total 144.309 427
a. Predictors: (Constant), Consumer_Percieved_Fit
b. Predictors: (Constant), Consumer_Percieved_Fit, Brand_Image
c. Dependent Variable: Overall_Evaluation_extension
Brand Extension Success: Mediation and Moderation analysis 264
Table 4.85
Coefficientsa
Model
Unstandardized
Coefficients
B Std. Error
1 (Constant) 4.141 .196
Consumer_Percieved_Fit -.122 .055
2 (Constant) 4.290 .226
Consumer_Percieved_Fit -.083 .062
Brand_Image -.076 .057
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity
Statistics
Beta Tolerance VIF
1 (Constant) 21.144 .000
Consumer_Percieved_
Fit
-.108 -2.235 .026 1.000 1.000
2 (Constant) 18.985 .000
Consumer_Percieved_
Fit
-.074 -1.350 .178 .778 1.286
Brand_Image -.072 -1.320 .187 .778 1.286
Brand Extension Success: Mediation and Moderation analysis 265
a. Dependent Variable: Overall_Evaluation_extension
Table 4.86
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
1 Brand_Image -.072a -1.320 .187 -.064
Excluded Variablesb
Model
Collinearity Statistics
Tolerance VIF
Minimum
Tolerance
1 Brand_Image .778 1.286 .778
a. Predictors in the Model: (Constant), Consumer_Percieved_Fit
b. Dependent Variable: Overall_Evaluation_extension
Table 4.87
Collinearity Diagnosticsa
Model Dimension Eigenvalue
Condition
Index
Variance Proportions
(Constant)
Consumer_P
ercieved_Fit
Brand_Imag
e
1 1 1.990 1.000 .01 .01
Brand Extension Success: Mediation and Moderation analysis 266
2 .010 13.933 .99 .99
2 1 2.979 1.000 .00 .00 .00
2 .011 16.484 .04 .53 .90
3 .010 17.108 .96 .47 .10
a. Dependent Variable: Overall_Evaluation_extension
Is model 1 (without the Moderator) significant? Yes, F (1, 426) = 4.996, p <.05
R-Square reveals the proportion of variance in the dependent variable (overall brand
extension evaluation) which is explained by the independent variable (Consumer
Perceived Fit). This is an overall measure of the strength of association between
variable, hence 1.2 percent of variation is explained by Consumer Perceived Fit.
Testing the hypothesis 21 and Interpreting Interactions:
To test the hypothesis “Negative Brand Image significantly moderates the relationship
between Consumer Perceived fit and Successful Brand Extension Evaluation”
moderation was run with model 2 in the regression equation by keeping the assumption
that effect of a predictor variable consumer perceived fit (X) on a criterion Successful
Brand Extension Evaluation (Z) depends on a third variable Brand Image (M), the
moderator.
Is model 2 (with the Moderator) significant? Yes, F (2, 425) = 3.374, p <.05
The results of the moderation analysis revealed from the model summary and ANOVA
table it is quite clear that model 2 is significant and more variation is explained by this
model that is 1.6 % than the previous one of 1.2%. From the coefficient table it can be
inferred that Parent brand experience as moderator variable has Enhancing interaction in
Brand Extension Success: Mediation and Moderation analysis 267
Successful
Brand Extension
Evaluation
Brand
Image
Perceive
d Risk of
Unknow
n
the model and strengthen the relationship between Consumer perceived fit and Successful
Brand Extension Evaluation. In model 2 with the interaction between Consumer
perceived fit and Brand Image accounted for significantly more variance than just Brand
image and parent consumer perceived fit by themselves, R2 change = .004, p = .035 and
the beta value -.074, indicating that R2 has increased due to moderator from .012 to .016
in model 2. Hence it shows there is potentially significant moderation between consumer
perceived fit and Brand image on successful brand extension evaluation. So the
hypothesis “Negative Brand Image significantly moderates the relationship between
Consumer Perceived fit and Successful Brand Extension Evaluation” has been accepted.
Hypothesis for Brand Image & Perceived Risk of Unknown.
H22: Brand Image is significantly positively related to Successful Brand Extension
Evaluation.
H23: Brand Image is negatively related to Perceived Risk of Unknown.
H24: Perceived Risk of Unknown moderates the relationship between Brand Image and
Successful Brand Extension Evaluation.
Figure 4.22
Moderation Model of Brand Image and Brand Extension evaluation
Brand Extension Success: Mediation and Moderation analysis 268
Test Run Regression Analysis for checking relation of Brand Image
(Predictor) with Successful Brand Extension Evaluation (Criterion) has been given
below:
Table 4.88
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Image . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Table 4.89
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .107a .011 .009 .57870
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
1 .011 4.916 1 426 .027
Brand Extension Success: Mediation and Moderation analysis 269
a. Predictors: (Constant), Brand_Image
Table 4.90
ANOVAb
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 1.646 1 1.646 4.916 .027a
Residual 142.663 426 .335
Total 144.309 427
a. Predictors: (Constant), Brand_Image
b. Dependent Variable: Overall_Evaluation_extension
Table 4.91
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 4.132 .193 21.382 .000
Brand_Image -.112 .051 -.107 -2.217 .027
Coefficientsa
Model
Collinearity
Statistics
Brand Extension Success: Mediation and Moderation analysis 270
Tolerance VIF
1 (Constant)
Brand_Image 1.000 1.000
a. Dependent Variable: Overall_Evaluation_extension
Table 4.92
Collinearity Diagnosticsa
Model Dimension Eigenvalue
Condition
Index
Variance Proportions
(Constant)
Brand_Imag
e
1 1 1.989 1.000 .01 .01
2 .011 13.743 .99 .99
a. Dependent Variable: Overall_Evaluation_extension
It can be interpreted from the model summary table that no percent of the
variation is explained by brand image on the Successful brand extension evaluation and
they have weak correlation with R being .107. The model is also significant as the value
is less than 0.05 with F = 4.916
The coefficient brand image is significant with p < 0.05 and beta coefficient of -.112
which is negative. Therefore Hypothesis 22 that “Brand Image is significantly
positively related to Successful Brand Extension Evaluation” has been rejected. Now,
moderation analysis can be performed to check whether moderator (Perceived Risk of
Brand Extension Success: Mediation and Moderation analysis 271
Unknown) can enhance the relationship or not, for that hypothesis 24 has been
formulated. Before that what is the relationship of moderator with independent variable?
Hypothesis 23 has been tested and results are presented below.
Moderator variable has been considered to be subset of class of variables named as
specification variables is Social sciences studies. The proposed moderator in this
model is “Perceived Risk of unknown” and to check the typology of specification
variable whether the Moderator has interaction and related with predictor or
criterion variable or not; above hypothesis 23 was formulated.
Test Run Regression Analysis for Interaction and Relation of Perceived Risk of
unknown (Moderator) with Brand Image (Predictor) has been given below:
Table 4.93
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Image . Enter
a. All requested variables entered.
b. Dependent Variable:
Percieved_risk_unknown
Brand Extension Success: Mediation and Moderation analysis 272
Table 4.94
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .330a .109 .107 .53656
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
1 .109 52.054 1 426 .000
a. Predictors: (Constant), Brand_Image
Table 4.95
ANOVAb
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 14.986 1 14.986 52.054 .000a
Residual 122.642 426 .288
Total 137.628 427
a. Predictors: (Constant), Brand_Image
b. Dependent Variable: Percieved_risk_unknown
Brand Extension Success: Mediation and Moderation analysis 273
Table 4.96
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 4.260 .179 23.780 .000
Brand_Image -.338 .047 -.330 -7.215 .000
Coefficientsa
Model
Collinearity
Statistics
Tolerance VIF
1 (Constant)
Brand_Image 1.000 1.000
a. Dependent Variable: Percieved_risk_unknown
Table 4.97
Collinearity Diagnosticsa
Model Dimension Eigenvalue
Condition
Index
Variance Proportions
(Constant)
Brand_Imag
e
1 1 1.989 1.000 .01 .01
Brand Extension Success: Mediation and Moderation analysis 274
2 .011 13.743 .99 .99
a. Dependent Variable: Percieved_risk_unknown
It can be interpreted from the model summary table that 10.9 percent of the
variation is explained in Brand image and they have positive correlation with R
being .330 which shows mild positive relationship. The model is also significant as the
value is less than 0.05 with F =52.054
From the Coefficients table it has been revealed the Brand image and Perceived risk of
unknown brand are negatively related to each other as the unstandardized coefficient beta
is -.338. Hence hypothesis 23 that “Brand Image is negatively related to Perceived Risk
of Unknown” has been accepted.
Now moderation analysis can be performed as the IV and DV have significant
relationship, so what effect does moderator has on the model has been tested in
hypothesis 24 and results are presented below:
Table 4.98
Variables Entered/Removedb
Model Variables Entered Variables Removed Method
1 Brand_Image . Enter
2 Percieved_risk_unknown . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Brand Extension Success: Mediation and Moderation analysis 275
Table 4.99
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of
the Estimate
1 .107a .011 .009 .57870
2 .107b .011 .007 .57937
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2
Sig. F
Change
1 .011 4.916 1 426 .027
2 .000 .012 1 425 .911
a. Predictors: (Constant), Brand_Image
b. Predictors: (Constant), Brand_Image, Percieved_risk_unknown
Table 4.100
ANOVAc
Model
Sum of
Squares df
Mean
Square F Sig.
1 Regression 1.646 1 1.646 4.916 .027a
Residual 142.663 426 .335
Brand Extension Success: Mediation and Moderation analysis 276
Total 144.309 427
2 Regression 1.651 2 .825 2.459 .087b
Residual 142.658 425 .336
Total 144.309 427
a. Predictors: (Constant), Brand_Image
b. Predictors: (Constant), Brand_Image, Percieved_risk_unknown
c. Dependent Variable: Overall_Evaluation_extension
Table 4.101
Coefficientsa
Model
Unstandardized Coefficients
B Std. Error
1 (Constant) 4.132 .193
Brand_Image -.112 .051
2 (Constant) 4.157 .295
Brand_Image -.114 .054
Percieved_risk_unknown -.006 .052
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity
Statistics
Beta Tolerance VIF
Brand Extension Success: Mediation and Moderation analysis 277
1 (Constant) 21.382 .000
Brand_Image -.107 -2.217 .027 1.000 1.000
2 (Constant) 14.084 .000
Brand_Image -.109 -2.127 .034 .891 1.122
Percieved_risk_unknown -.006 -.112 .911 .891 1.122
a. Dependent Variable: Overall_Evaluation_extension
Table 4.102
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
1 Percieved_risk_unknown -.006a -.112 .911 -.005
Excluded Variablesb
Model
Collinearity Statistics
Tolerance VIF
Minimum
Tolerance
1 Percieved_risk_unknown .891 1.122 .891
a. Predictors in the Model: (Constant), Brand_Image
b. Dependent Variable: Overall_Evaluation_extension
Brand Extension Success: Mediation and Moderation analysis 278
Table 4.103
Collinearity Diagnosticsa
Model Dimension Eigenvalue
Condition
Index
Variance Proportions
(Constant)
Brand_Imag
e
Percieved_ris
k_unknown
1 1 1.989 1.000 .01 .01
2 .011 13.743 .99 .99
2 1 2.957 1.000 .00 .00 .00
2 .037 8.889 .00 .21 .47
3 .006 22.399 1.00 .79 .52
a. Dependent Variable: Overall_Evaluation_extension
Is model 1 (without the Moderator) significant? Yes, F (1, 426) = 4.916, p <.05
R-Square reveals the proportion of variance in the dependent variable (overall brand
extension evaluation) which is explained by the independent variable (Brand Image).
This is an overall measure of the strength of association between variable, hence 1.1
percent of variation is explained by Brand Image.
Testing the hypothesis 24 and Interpreting Interactions:
To test the hypothesis “Perceived Risk of Unknown moderates the
relationship between Brand Image and Successful Brand Extension Evaluation.”
moderation was run with model 2 in the regression equation by keeping the assumption
that effect of a predictor variable Brand Image (X) on a criterion Successful Brand
Brand Extension Success: Mediation and Moderation analysis 279
Extension Evaluation (Z) depends on a third variable Percieved Risk of unknown brand
(M), the moderator.
Is model 2 (with the Moderator) significant? No, F (2, 425) = 2.459, p >.05
The results of the moderation analysis revealed from the model summary and ANOVA
table it is quite clear that model 2 is insignificant as well no variation is explained by this
model that is 1.1 % as compared to previous one of 1.1% . From the coefficient table it
can be inferred that Perceived Risk of unknown brand as moderator variable has slightly
Buffering interaction i-e increasing moderator decreases the effect of predictor (i.e.
lessens the size of the effect) in the model and weakens the relationship between Brand
Image and Successful Brand Extension Evaluation. In model 2 with the interaction
between Brand Image and Perceived risk of unknown accounted for insignificantly no
variance than just brand image and perceived risk of unknown by themselves, so the
hypothesis “Perceived Risk of Unknown moderates the relationship between Brand
Image and Successful Brand Extension Evaluation.” has been rejected.
Hypothesis for Consumer Perceived Brand Concept, Parent Brand Conviction &
Brand Loyalty.
H25: Consumer Perceived Brand Concept is positively related to Parent Brand
Conviction
H26: Consumer Perceived Brand Concept is positively related to Brand Loyalty.
H27: Parent Brand Conviction and Brand loyalty jointly mediate the relationship
between Consumer Perceived Brand Concept and Successful Brand Extension Evaluation
for close extension.
Brand Extension Success: Mediation and Moderation analysis 280
Testing the hypotheses 25 to 27
Dependent, Independent, and Proposed Mediator Variables:
DV = Overall_Success of Brand Extension
IV = Consumer Perceived Fit
MEDS = Brand_Loyalty
Parent_Brand Conviction
Sample size
428
Table 4.104
IV to Mediators (a paths)
Coeff se t p
Brand_Loyalty -.0257 .0388 -.6624 .5081
Parent_Brand Conviction .2647 .0409 6.4780 .0000
To check the multiple mediation effect on successful Brand Extension Evaluation
Preacher and Hayes (2008) SPSS Macro for Multiple Mediation has been used to test
hypothesis 25, 26 and 27. Hypothesis H25 “Consumer Perceived Brand Concept is
positively related to Parent Brand Conviction” has been accepted as the beta value is
positive .2647 and significant value is less than 0.05 but H26 “Consumer Perceived
Brand Concept is positively related to Brand Loyalty” has been rejected as a paths
standard beta coefficient is negative with -.0257and having p values greater than .05
showing insignificant model.
Interpreting "a" path (IV to MedVs)
Brand Extension Success: Mediation and Moderation analysis 281
the path from Consumer Perceived Brand Concept to Brand loyalty is
insignificant p = .5081 with beta coefficient -.0257
the path from Consumer Perceived Brand Concept to Parent brand Conviction
is significant p = .000 with beta coefficient .2647
Table 4.105
Direct Effects of Mediators on DV (b paths)
Coeff se t p
Brand_Loyalty .1268 .0595 2.1302 .0337
Parent_Brand Conviction .1750 .0598 2.9262 .0036
Interpreting "b" path (MedVs to DV, controlling for the IV)
the path from Brand loyalty to Successful Brand Extension Evaluation is
significant p = .0337 with beta coefficient =.1268
the path from Parent brand Conviction to Successful Brand Extension
Evaluation is not significant p = .0036 with beta coefficient =.1750
Table 4.106
Total Effect of IV on DV (c path)
Coeff se t p
Consumer -.1383 .0481 -2.8721 .0043
Table 4.107
Direct Effect of IV on DV (c' path)
Coeff se t p
Consumer -.1271 .0578 -2.1979 .0285
Table 4.108
Model Summary for DV Model
Brand Extension Success: Mediation and Moderation analysis 282
R-sq Adj R-sq F df1 df2 p
.0490 .0401 5.4540 4.0000 423.0000 .0003
Interpreting "c" path (IV to DV without the MedVs, aka the Total effect) - in this model
is significant p= .0043 with beta coefficient = -.1383
Interpreting "c' " path (IV to DV, controlling for the MedVs, aka the Direct effect) - in
this example model is significant p = .0285 with beta coefficient = -.1271
Interpreting R square = .0490 is the amount of variance in the DV (i.e., Successful
Brand Extension Evaluation) accounted from by Consumer Perceived Brand
Concept (IV) and Mediating Variables Brand Loyalty and Parent Brand Conviction.
So, this model has met all the criteria for mediation according to Baron and Kenny (1986)
– although note that the IV-DV total effect criteria is no longer necessary. Indirect Effect
of mediating variable has been presented below:
Table 4.109
Bootstrap results for indirect effects
Indirect Effects of IV on DV through Proposed Mediators (ab paths)
Data Boot Bias SE
TOTAL -.0112 -.0122 -.0010 .0385
Brand_Loyalty -.0033 -.0045 -.0012 .0080
Parent_Brand_Conviction .0463 .0463 .0000 .0194
Bias Corrected Confidence Intervals
Lower Upper
Brand Extension Success: Mediation and Moderation analysis 283
TOTAL -.0873 .0694
Brand_Loyalty -.0264 .0078
Parent_Brand Conviction .0120 .0934
The output provides the 95% Bias corrected bootstrapped (1000) confidence
interval. Here the author is looking to see if ZERO (0) lies within the interval range
Note that LL = Lower Limit (or the lower boundary) and UL = Upper Limit (or upper
boundary) of the Confidence interval.
Essentially author has asked whether it is possible (with 95% confidence) that the TRUE
indirect effect would be ZERO (basically, no mediation).
1) Total effect
In this case the TRUE TOTAL indirect effect with 95% likely to range from .1713
to .3796– the estimated effect is .2700 (lying in between these two values)
If (as in this case) zero does not occur between the LL and the UL then it can conclude
that the TOTAL indirect effect is significant and there is mediation caused between IV
and DV.
2) Individual mediator indirect effects
In this case the TRUE indirect effect VIA Brand Loyalty is 95% likely to range
from .2064 to .5819 - the estimated effect is .3896 (lying in between these two values)
If (as in this case) zero does NOT occur between the LL and the UL then we can
conclude that the indirect effect for this mediator is significant
Looking at the remaining mediator parent brand conviction it can be seen that the
Confidence interval that ranges from -.3255 to .0978 that includes ZERO and therefore is
not significant.
Brand Extension Success: Mediation and Moderation analysis 284
Successful
Brand Extension
Evaluation
Consumer
Perceived
Brand
Concept
.1443
C path
Note: these estimates will change each time the syntax is run due to the bootstrapping
procedure using different random samples from the sample.
Figure 4.23
Simple Model of Consumer Perceived Brand Concept and Brand Extension evaluation
Figure 4.24
Multi-Mediation Model of Consumer Perceived Brand Concept and Brand Extension
evaluation
Successful
Brand Extension
Evaluation
Consumer
Perceived
Brand
Concept
Parent
Brand
Conviction
Brand
Loyalty
Successful
Brand Extension
Evaluation
Consumer
Perceived
Brand
Concept
Parent
Brand
Conviction
Brand
Loyalty
.6763
7757
.5760
-.1542
-.1257
Brand Extension Success: Mediation and Moderation analysis 285
4.3 Hypotheses Assessment Summary
Table 4.110
Hypotheses Assessment Summary
S.NO Hypotheses R –
square
Beta
Coefficient
P-
value
Empirical
Conclusion.
H1 “Brand Loyalty
characteristic of consumer
significantly lead to become
Brand Evangelist”.
.957 .000 „Accepted‟
H2 “Brand Loyalty is positively
related to Successful Brand
Extension Evaluation”.
.120 .364 .000 „Accepted‟
H3 “Brand Evangelist
significantly mediates the
relationship between Brand
Loyalty and Successful
Brand Extension
Evaluation”.
.122 .434 .000
„Accepted
with full
mediation‟
H4 “Marketing support
provided to extended brand
is positively related to
Successful Brand Extension
Evaluation”.
.044 .194
.000 „Accepted‟
H5 “Parent Brand Experience
in past significantly
moderates the relationship
between Marketing Support
and Successful Brand
Extension Evaluation”.
.151 .261
.000 „Accepted
with
Enhancing
Moderation‟
H6 Consumer Perceived Fit is
positively related to Brand .288 .580 .000 „Accepted‟
.744
Brand Extension Success: Mediation and Moderation analysis 286
Image of Extension Brand.
H7 Consumer Perceived fit is
significantly positively
related to Successful Brand
Extension Evaluation.
.024 .172 .001 Accepted
H8 Negative Brand Image
significantly moderates the
relationship between
Consumer Perceived fit and
Successful Brand Extension
Evaluation.
.030 .235 .001
Accepted
with
Enhancing
Moderation
H9 Brand Image is significantly
positively related to
Successful Brand Extension
Evaluation.
.000 .013 .799 Rejected
H10 Perceived Risk of Unknown
moderates the relationship
between Brand Image and
Successful Brand Extension
Evaluation.
.001 .017 .804 Rejected
H11 Consumer Perceived Brand
Concept is positively related
to Parent Brand Conviction .1345 .6763 .0000 Accepted
H12 Consumer Perceived Brand
Concept is positively related
to Brand Loyalty.
.1345 .7757 .0000 Accepted
H13 Parent Brand Conviction and
Brand loyalty jointly mediate
the relationship between
.1345 -.1257 .0000
Accepted
with Partial
Mediation
Brand Extension Success: Mediation and Moderation analysis 287
Consumer Perceived Brand
Concept and Successful
Brand Extension Evaluation
for close extension
Distance Extension R –
square
Beta
Coefficient
P-
value
Empirical
Conclusion.
H14 “Brand Loyalty
characteristic of consumer
significantly lead to become
Brand Evangelist”.
.438 .653 .000 „Accepted‟
H15 “Brand Loyalty is positively
related to Successful Brand
Extension Evaluation”.
.011 .130 .032 „Accepted‟
H16 “Brand Evangelist
significantly mediates the
relationship between Brand
Loyalty and Successful
Brand Extension
Evaluation”.
.024 .1350
.030 „Accepted‟
H17 “Marketing support
provided to extended brand
is positively related to
Successful Brand Extension
Evaluation”.
.032 .183 .000 „Accepted‟
H18 “Parent Brand Experience
in past moderates the
relationship between
Marketing Support and
Successful Brand Extension
Evaluation”.
.045 .201 .000 „Accepted‟
Brand Extension Success: Mediation and Moderation analysis 288
H19 Consumer Perceived Fit is
positively related to Brand
Image of Extension Brand. .222 .508 .000 Accepted
H20 Consumer Perceived fit is
significantly positively
related to Successful Brand
Extension Evaluation.
.012 -.122 .026 Rejected
H21 Negative Brand Image
Moderates the relationship
between Consumer
Perceived fit and Successful
Brand Extension Evaluation.
.016 -.083 .035 Accepted
H22 Brand Image is significantly
positively related to
Successful Brand Extension
Evaluation.
.011 -.112 .027 Rejected
H23 Brand Image is negatively
related to Perceived Risk of
Unknown.
.109 -.338 .000 Accepted
H24 Perceived Risk of Unknown
moderates the relationship
between Brand Image and
Successful Brand Extension
Evaluation.
.011 -.114 .087 Rejected
H25 Consumer Perceived Brand
Concept is positively related
to Parent Brand Conviction .0490 .2647 .000 Accepted
H26 Consumer Perceived Brand
Concept is positively related .0490 -.0257 .508 Rejected
Brand Extension Success: Mediation and Moderation analysis 289
to Brand Loyalty.
H27 Parent Brand Conviction and
Brand loyalty jointly mediate
the relationship between
Consumer Perceived Brand
Concept and Successful
Brand Extension Evaluation
for close extension.
.0490 -.1271 .028
Accepted
with Partial
mediation
Brand Extension Success: Mediation and Moderation analysis 290
Chapter 5: Conclusion, Discussion, Managerial Implications And
Future Research:
5.1 Conclusion:
In light of problem statement and research objectives set in the beginning
variables have been identified that affect the success of brand extensions for both close
and distance extension. An empirical research model of understanding Consumer
Evaluation of Brand Extension showing relationships of the variables has been developed
and validated the model for Distance and Close extensions by advance statistical
modeling given by Preacher and Hayes (2008). Variables that mediate the relationship
between dependent Variable and independent variables have been identified and for
details see table 4.110 Hypotheses Assessment Summary. Even variables that moderate
the process while evaluation of Brand extension process of consumer have been
identified and interaction in the process has been found to reveal which independent
variables as moderator have enhancing, Buffering and antagonistic interaction in the
process of evaluation. Out of the entire variables selected few variables showed no
relationship on negative results. Hypothesis “Brand Image is significantly positively
related to Successful Brand Extension Evaluation” for distance and close extension has
been rejected so it reveals previous parent brand image built does not affect the consumer
evaluation and hence companies should not worry about the past positive or negative
image while deciding to use brand extension strategy for close or distance extension for
brand development. So managers should be careful in the market if the previous launch
has been a failure and has created negative image then company may not put or use the
Brand Extension Success: Mediation and Moderation analysis 291
same brand name to extend the company portfolio as it is revealed from the study that
new extension will also be viewed in the same negative manner.
Perceived Risk of Unknown as moderator does not moderate the relationship between
Brand Image and Success of Brand Extension Evaluation. It means that these days
consumers in Pakistan are not worried to put their money on unknown brand. Overall it
seems that consumers have stop thinking on this aspect and have become risk takers by
adapting unknown brands if it can solve their problem or need.
Multi-national companies can take advantage of brand extension strategy in order to
experience the success and growth in new market with existing or new category. It‟s not
necessary that every brand extension prove to be a success as it depends on situation and
trends faced by the company in a particular market. Success of brand extension strategy
for multi-national companies also depends on the extent to which parent brand‟s
attributes match with the extension brand. The right association of parent brand with the
extension brand can -win the market share for the company.
In order to conclude the topic, brand extension is a viable option for a multi-national
company to generate growth and expand the market. This is the reason why so many
companies are involved in investing their time and money in the introduction of brand
extension. This brand extension could prove to be a success if positioned in a right way
or can end up with a low shelf life if not introduced in an appropriate manner. There is a
big responsibility on the shoulders of brand manager in order to introduce brand
extension as they should conduct a feasibility study and endeavor to align the personality
of parent brand with the extension brand. It has been evident from the research study that
brand extension strategy is mostly adopted by those companies that experience large
Brand Extension Success: Mediation and Moderation analysis 292
failures in their previous offerings.This type of situation create a foundation and need for
the introduction of brand extension which help companies to take advantage of parent
brand equity.This leverage make companies able to save large expense of advertising and
other types of promotion while benfiting from the favorable brand image prevailing in the
minds of consumers.This brand extension has certain dis-advantages too which inturn
affect the reputation of parent brand and this consequence actually aid in losing the
trustworthiness among the consumers.
It‟s generally noted that marketers favor those products which are viable from their
perception while ignoring the needs of the consumers. This behavior should be avoided
as it could badly affect the brand extension strategy. Marketers guarantee that the brand
extension will prove to be a successful move without carrying out the proper research for
generating insights about the consumers. The absence of consumer point of view about
the parent brand‟s attributes will fail the brand extension irrespective it is a close
extension or distance extension. So to conclude from the study, an effective brand
extension ought to satisfy the necessity of fit as far as resemblance with the parent brand.
Brand that is extended should keep up the quality and performance of the parent brand.
The brand that is extended by the company, if it does not meet up the requirements of that
company then it will surely lead to negative disappointment to its customers.
5.2 Discussion:
Well two different brands were picked up while summing up the research and the
results were drawn about their brand extensions done in actual market. All of those
companies tried their upmost to keep up to the expectations of the customer and therefore
they did every possible effort to maintain their quality standards as of their original
Brand Extension Success: Mediation and Moderation analysis 293
brand. Author analyzed that the perception of customers while choosing and extended
brand of the original brand led to what objectives. Their opinion about brands that were
extended if resulted positive, eventually decides the fate of the extended brands.
Therefore, MNC‟s have to be careful while opting for brand extension as it plays a vital
role in the making and destroying the goodwill, market share and economy. Brand
extension is always favorable if above mentioned factors are kept into loop and worked
according to that. Brand extension is such a strategy that is used by lower level as well
big companies in order to extend their operations.
5.3 Managerial Implications:
Brand extension can be used as a strategy to expand market for the domestic and
multinational firm in the globalize world. However, its success depends on certain factors
that have been discussed in this research study. The entire world is going through the
phase of Globalization where Communication and interaction among individuals,
Companies and Countries has become quite easy making it convenient for Businesses to
expand outside their home boundaries and succeeding in capturing the global markets
increasing the market share for their products and services. Today, Brand Extension has
become quite an important factor for Multi-National Companies to succeed in capturing
the Global Market full of opportunities.
Considering the issue, Brand Extension basically means launching another Brand which
is partially same as the Parent Brand by any well known Brand Company i.e. the Brand
Company which is famous for a certain Brand launches a new Brand having association
with the Parent Product. The best example of Brand Extension is the Virgin Group which
was founded by Mr. Richard Branson. Mr. Richard started Virgin as a Mail Order Record
Brand Extension Success: Mediation and Moderation analysis 294
Company in 1969 and ended up owning more than 100 Companies. Today, Virgin Group
owns around 400 different countries which include the Virgin-Atlantic Airlines. The
Virgin group since has made many Brand Extensions out of which most of them have
been extremely successful.
Brand Extension, however, may not always be successful if proper Branding strategies
are not followed or the Company doesn‟t have enough resources at being good at
producing or providing the required Brand Product or services to its customers i.e. not
having comparative advantage over others for example Virgin Group‟s “Virgin Cola”
was a failed Brand Extension because it was unable to compete Coca Cola and PEPSI.
The failure of this Product made Mr. Brandson give the following statement:
"That business taught me not to underestimate the power of the world's leading soft drink
makers. I'll never again make the mistake of thinking that all large, dominant companies
are sleepy!"
However, at times, Brand Extension as a strategy can sometimes make smaller
Companies in to a huge cartels like PEPSI, Coca Cola, Nestle, Starbucks and likewise. In
Pakistan, different companies like PEPSI and Nestle have used the Brand Extension
strategy by introducing the concept of providing clean drinking water like Aquafina and
Pure life respectively in order to cater the problems of polluted water available in the
country, especially the rural areas. This brand extension strategy of Pepsi and Nestle has
been extremely successful as we can see that although these are American and Swiss
Companies respectively but they‟ve captured the maximum share in the market of
providing clean drinking water in Pakistan. The point is that Brand Extension can be used
as a need fulfilling strategy or We can say that a successful Brand Strategy by a Brand
Brand Extension Success: Mediation and Moderation analysis 295
Company can be the one which finds the need of a particular region or Country and tries
to launch a product that could fulfill that need creating high demand leading to higher
profits and maximum market share. Another example of a good Brand Extension Strategy
is the Uniliver‟s Sunsilk Sachets which is originally a high class Shampoo being made to
target the upper middle class population but a recent study shows that most of the
Brand‟s Sales Profit is derived from the sachet market which mostly includes the rural
areas. Similarly, famous food chains have used a brand extension strategy in different
markets of the World by catering the market‟s needs like we can see in Pakistan that
many Branded food chain franchises like Pizza hut, McDonalds, KFC and likewise have
added the desi dishes in their menu i.e. the essence of the culture and food like the Pizza
Hut‟s Chicken Tikka Pizza, McDonalds McArabia (shawarma type dish) and there are
many examples of such brands that have used the Brand Extension Strategy in different
markets in order to get success.
If we see the overall market of the World, We can see that most of the World‟s top
businesses and Companies are the Multinational Companies that are operating around the
Globe implementing Brand Extension Strategies after a lot of Research through their
Research and Development Departments. Some of the best examples are Uniliver,
Procter and Gamble and other Fast Moving Consumer Good (FMCG)‟s that are the live
example of Brand Extension especially in the Asian markets which includes the
Subcontinent mostly i.e. Pakistan, India and Bangladesh.
Now, whether Brand Extension Strategy for Multinational can be successful or
unsuccessful during this phase when the World is going through Globalization.
Brand Extension Success: Mediation and Moderation analysis 296
Every Business in the World, except for NON Profit Organizations, run to keep
maximizing their profits and Market share creating tough competition which is both an
advantage and a disadvantage. Advantage for tough competition being good quality
products being provided to the Customers and making a better lifestyle while it may be
disadvantageous for the new entrants who could be having a lot of potential that could
benefit the whole market but could not do so because of being unable to enter the market
due to the competitive barriers to entry. The point is that every Business focuses on those
strategies that could lead it towards its goal and so if a Business is using Brand Extension
Strategy, keeping in mind the factor of Globalization, to face success outside the
boundary of its home country and planning to capture the maximum Global Market, it
must be fulfilling the following points to have high chances of success.
Firstly, The Company must have the knowledge about the Country‟s culture, Ethics,
Laws and preferences before launching its Product in the new Market for e.g. Saudia
Arabia is a huge market not because of Population, but because of the buying power of its
people and therefore, many brand Companies had to change their logos and
advertisements before introducing their Brands in Saudi Arabia because of its religious
culture for e.g. Starbucks had to remove the picture of Greek goddess. Therefore, valuing
the Culture, laws and Ethics of the Host Country while and after launching one‟s Brand is
extremely important.
The Company, prior to launching the Brand, must examine the Consumer Behavior of the
Host Country‟s citizens so that it may be known whether the Brand being launched in this
Country conforms with its citizens behavior for e.g. global food chains like KFC,
MCCDONALDs, Dunkin Donuts and likewise launched their outlets serving HALAL
Brand Extension Success: Mediation and Moderation analysis 297
food in Pakistan because of the fact that it‟s a muslim country and that non Halal food
would never be a success here. Similarly, most of the Indians are Vegetarians and that is
the reason why the Multinational food chains running there, during their Brand Extension
in India, had to change their menu like instead of the beef items, they used the Fried
Aaloo (Potato) Burger, Aaloo paties and other such dishes in order to fulfill the demand
of India‟s huge population. India‟s population, being at the top after China is another
factor which is considered by most of the Multinational Companies due to the fact that
high population means huge market growing opportunities and that is why We see that
most of the Multinationals are willing to set up their businesses in India and many of
them have already started like Wal-Mart, International Food Chains and likewise.
Laws and Policies of the Country must always be followed in order to have Government
support during difficult times for the Company i.e. proper payment of taxes, employing
Host Country Nationals as per the policy and likewise. Moreover, the Company may
carry out certain activities for the social welfare of the host country like many
Multinationals operating in Pakistan use this factor to promote their positive image in the
society for e.g. many MNC‟s donated huge amounts during the Earth Quake in Pakistan
in 2005.Another example of International Corporation using this factor is of Microsoft
which is founded by Mr. Bill gates who, according to the latest stats, is the richest
individual in the World. Mr. Bill Gates owns the largest social welfare Organization i.e.
Bill and Melinda Gates Foundations. This captures Government as well as the Public
Support which can be mutually beneficial for both the host and the home countries
facilitating good Trade terms and peacemaking world a better place.
Brand Extension Success: Mediation and Moderation analysis 298
If these factors are considered and followed, there are good chances for Companies to be
successful in their Brand Extension Strategy and this may in fact be a good for the whole
World because success of this companies could persuade other companies to go
International and achieve maximum Market share making it easy and convenient for the
People to be getting the product of any country they want from their local markets.
Now considering the other side of the story, Brand Extension for Multinationals
considering International Business may not always be as beneficial as discussed in the
paragraphs above due to the fact that it creates the system of Monopoly because then
those Companies would dominate the whole Market for centuries that may have been
using their illegitimate powers to kick out the competition and exploiting the host
country‟s resources. What the point here is that the Multinational Companies must be
careful and should follow all the laws and regulations being made by the host Country in
order to avoid any trouble because a single cause of trouble can become the reason to
spread the negative image regarding the Brand and the Company leading to a loss in
market share as well as profit and can go up to the shutdown of the business.
From the Organizational Point of View, Brand Extension may not always be beneficial as
it is not necessary that the strategies implemented by the Business Owners could always
be successful as discussed the example of Virgin Cola which was a failed Brand
Extension because it was not able to compete Coca Cola and PEPSI. Similarly, other
example is the Harley Davidson Cake Decorating kit which does not seem to be logical at
all because of the reason that there is NO ASSOCIATION between the two products at
all. We all know that Harley Davidson is a well known Motor Bike Company which is
famous for making unique bikes and it is that company which was able to stay in the
Brand Extension Success: Mediation and Moderation analysis 299
market during the great depression. So the point is that Harley Davidson, a well known
Bike company, making a Cake Decorating Kit doesn‟t seem logical and that is the reason
why the brand failed, although it did not impact much on Harley Davidson‟s image.
Therefore the most important point for a Brand Extension Strategy is that It must be
Logical i.e. there must be some association shown between the Parent Brand and the
Extension Brand Product like Harley Davidson could‟ve invested the amount spent on
Cake decorating kit on for example making kids toy bikes that is another market that
could be captured and the kids who love to grow old enough to be riding Harley
Davidson could fulfill their dreams partially by having to get the toys or remote control
Toy Bikes of Harley Davidson. These kinds of Brand Extension Strategies having
association with the Parent Brand Product are most likely to face success.
To conclude it all, in this Globalize World today, Brand Extension for multinationals
could be a good decision if all the factors discussed above are being fulfilled and the
Global economy is showing positive signs for Businesses to go International. However,
to some extent, it may be a great risk at times for both the host country as well as the
Multinational Company as discussed above i.e. People may not like the new Product
making the Brand Extension fail making it difficult for the Multinational to survive in
that market, or it may be the other way round i.e. Multinationals exploiting host country‟s
resources and sending all the money back home leaving the Host country left with
nothing.
Future Research:
Brand extension is something that can play very important role in expanding the
business to the globalized world but at a same time it‟s a very risky strategy too. Because
Brand Extension Success: Mediation and Moderation analysis 300
everything has its advantages and disadvantages, same is with the case of brand extension
strategy adopted by the local and international companies. Now that depends on the
companies and MNC‟s and their products that what they are offerings and do their
products have potential to expand the business. Before launching the new products they
have to make sure that if the new product will not damage the brand image and does not
dilute the brand name than a company may go for brand extension to make the product
globalized. Culture also affects the brand extension strategy to expand market for
international firms in globalize world because the world is becoming global village
people of different countries are coming close to each other in a sense they like to wear
same kind of clothes, eat same food, consumer preferences, spend time etc. so MNCs
should try to take advantage of this thing for their brand extension .consumers may have
positive and favorable attitude using product made in other country. For example people
of Pakistan like imported cars.
This research was carried out with certain limitations, in future this research can be
carried on taking real time brand extension by the MNC in other markets of the world to
give new angle to the findings. Both the products in the research were FMCG product so
one can take specialty good or unsought products as an example to enlarge the scope of
the research. To further generalize the findings of the research in future increase the
sample size and also responses from across countries by taking common brands can make
the future research much interesting and can contribute remarkably new insights into the
brand extension strategy and its usage in the glocalized market settings. In this research
only mediation, multi-mediation and moderation has been applied to check test
Brand Extension Success: Mediation and Moderation analysis 301
hypotheses. In future, multi-mediation moderation can be considered in the research
model to all new findings into the consumer behavior and brand extension research.
Brand Extension Success: Mediation and Moderation analysis 302
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Appendix
Questionnaire
Brand Extension Success: Mediation and Moderation analysis 325
Antecedent for Brand Extension success: Mediation and Moderation Analysis. Distance Extension: Extending to unrelated product category is called “Distance
extension” Stimuli
Question Items Strongly
Disagree
(1)
Strongly
Agree
(5)
Q1. This brand provides good value
for money. 1 2 3 4 5
Q2. There is a reason to buy the
brand instead of others. 1 2 3 4 5
Q3. The brand has a personality. 1 2 3 4 5
Q4. The brand is interesting. 1 2 3 4 5
Q5. I have clear impression of the
type of people who consume the
brand. 1 2 3 4 5
Q6. This brand is different from
competing brands 1 2 3 4 5
Q7. Guard Brand is reliable 1 2 3 4 5
Q8. Guard Brand is durable 1 2 3 4 5
Q9. Guard Brands is functional 1 2 3 4 5
Q10. Guard Brand is luxurious 1 2 3 4 5
Q11. Guard Brand is prestigious 1 2 3 4 5
Q12. Guard Brand signals high status 1 2 3 4 5
Q13. The extension is similar to the
brand‟s product. 1 2 3 4 5
Brand Extension Success: Mediation and Moderation analysis 326
Q14. The core brand product attributes
are consistent with the extended
products. 1 2 3 4 5
Q15. The product extension fits with
the brand image. 1 2 3 4 5
Q16. The product extension conveyed
the same impression as the parent
brand
1 2 3 4 5
Q17. Launching the extension is
appropriate for the company 1 2 3 4 5
Q18. In evaluating a new [Basmati
Rice] product, I could trust
[Guard]. 1 2 3 4 5
Q19. Guard brand is likeable 1 2 3 4 5
Q20. I relate to Guard Brand. 1 2 3 4 5
Q21. Extension brand is well
supported in terms of advertising 1 2 3 4 5
Q22. Extension product receives
competent marketing support 1 2 3 4 5
Q23. If I buy an unknown brand, I
would feel very uncertain of the
level of quality that I am getting.
1 2 3 4 5
Q24. I prefer buying a well-known
brand, because I need
reassurance of an established
brand name.
1 2 3 4 5
Q25. I prefer buying a well-known
brand, because the risk that my
needs will not be met is low
compared with unknown brand.
1 2 3 4 5
Not very often (1)
Very often
(5)
Q26. Frequency of using the parent
brand 1 2 3 4 5
Q27. Frequency of purchasing the
parent brand
1 2 3 4 5
Q28. Intension to buy the parent brand
in future 1 2 3 4 5
Strongly
disagree
(1)
Strongly
agree (5)
Q29. Overall, I am very positive to
extension Guard basmati rice: 1 2 3 4 5
Very
Undesira
ble (1)
Very
Desirabl
e (5)
Brand Extension Success: Mediation and Moderation analysis 327
Q30. What attitude do you have
towards extension Guard basmati
rice 1 2 3 4 5
One of
the worst
(1)
One of
the best
(5).
Q31. Overall evaluation of the
potential extension relative to
existing brands in
the extension rice category
1 2 3 4 5
Strongly
disagree
(1)
Strongly
agree (5)
Q32 I intend to buy other products of
this brand. 1 2 3 4 5
Q33 I consider this brand my first
choice in this rice category. 1 2 3 4 5
Q34 If this brand were to raise their
prices, I would continue to buy
their products.
1 2 3 4 5
Q35 I intend to buy this brand in the
near future. 1 2 3 4 5
Strongly
disagree
(1)
Strongly
agree (5)
Q36 I say positive things about this
brand to other people. 1 2 3 4 5
Q37 I always spread positive word of
mouth about the brands of this
company and recommend this
brand to someone who seeks my
advice.
1 2 3 4 5
1. Gender: _____ Male _____ Female 2. Age: _____ 18-20 _____ 21-23
_____ 24-26 _____27-30
_____ 30 and above
3. Name: ___________________ 4. Occupation: _______________
Brand Extension Success: Mediation and Moderation analysis 328
Close/ Vertical Extension: A vertical brand extension involves using the existing brand
name to the same product category to be introduced in the market, at a different
price/quality continuum
Stimuli
Question Items Strongly
Disagree
(1)
Strongly
Agree (5)
Q1. This brand provides good value for
money. 1 2 3 4 5
Q2. There is a reason to buy the brand
instead of others. 1 2 3 4 5
Q3. The brand has a personality. 1 2 3 4 5
Q4. The brand is interesting. 1 2 3 4 5
Q5. I have clear impression of the type
of people who consume the brand. 1 2 3 4 5
Q6. This brand is different from
competing brands 1 2 3 4 5
Q7. Sufi Brand is reliable 1 2 3 4 5
Q8. Brand Sufi is durable 1 2 3 4 5
Q9. Brand Sufi is functional 1 2 3 4 5
Q10. Brand Sufi is luxurious 1 2 3 4 5
Q11. Brand Sufi is prestigious 1 2 3 4 5
Q12. Brand Sufi signals high status 1 2 3 4 5
Q13. The extension is similar to the
brand‟s product. 1 2 3 4 5
Q14. The core brand product attributes
are consistent with the extended
products.
1 2 3 4 5
Q15. The product extension fits with the
brand image. 1 2 3 4 5
Q16. The product extension conveyed
the same impression as the parent 1 2 3 4 5
Brand Extension Success: Mediation and Moderation analysis 329
brand
Q17. Launching the extension is
appropriate for the company 1 2 3 4 5
Q18. In evaluating a new frozen food
product, I could trust Sufi brand
name.
1 2 3 4 5
Q19. Sufi Brand name is likeable 1 2 3 4 5
Q20. I relate to Sufi products. 1 2 3 4 5
Q21. Extension brand is well supported
in terms of advertising 1 2 3 4 5
Q22. Extension product receives
competent marketing support 1 2 3 4 5
Q23. If I buy an unknown brand, I would
feel very uncertain of the level of
quality that I am getting.
1 2 3 4 5
Q24. I prefer buying a well-known
brand, because I need reassurance
of an established brand name. 1 2 3 4 5
Q25. I prefer buying a well-known
brand, because the risk that my
needs will not be met is low
compared with unknown brand.
1 2 3 4 5
Not very often (1)
Very
often (5)
Q26. Frequency of using the parent
brand 1 2 3 4 5
Q27. Frequency of purchasing the parent
brand 1 2 3 4 5
Q28. Intension to buy the parent brand
in future 1 2 3 4 5
Totally
disagree
(1)
Totally
agree (5)
Q29. Overall, I am very positive to
extension Sufi Frozen food. 1 2 3 4 5
Dislike
(1)
Like (5)
Q30. What attitude do you have towards
extension Sufi Frozen food? 1 2 3 4 5
One of
the worst
(1)
One of
the best
(5).
Q31. Overall evaluation of the potential
extension relative to existing
brands in
the extension Sufi Frozen food.
1 2 3 4 5
Strongly
disagree
(1)
Strongly
agree (5)
Brand Extension Success: Mediation and Moderation analysis 330
Q32 I intend to buy other products of this
Sufi brand. 1 2 3 4 5
Q33 I consider this brand my first choice
in this category 1 2 3 4 5
Q34 If this brand were to raise their
prices, I would continue to buy their
products 1 2 3 4 5
Q35 I intend to buy this brand in the near
future 1 2 3 4 5
Strongly
disagree
(1)
Strongly
agree (5)
Q36 I say positive things about this
brand to other people 1 2 3 4 5
Q37 I always spread positive word of
mouth about the brands of this
company and recommend this brand
to someone who seeks my advice
1 2 3 4 5
1. Gender: _____ Male _____ Female 2. Age: _____ 18-20 _____ 21-23
_____ 24-26 _____27-30
_____ 30 and above
3. Name: ___________________ 4. Occupation: _______________
Brand Extension Success: Mediation and Moderation analysis 331
Output Results of Close Extension Data file Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Evangeli
st,
Marketing_Supp
ort,
Parent_brand_e
xperience,
Percieved_risk_
unknown,
Brand_Image,
Consumer_Bran
d_Concept,
Consumer_Perc
eived_Fit,
Brand_loyalty,
Parent_brand_c
onviction
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Model Summaryb
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .477a .228 .213 .48783
a. Predictors: (Constant), Brand_Evangelist, Marketing_Support,
Parent_brand_experience, Percieved_risk_unknown, Brand_Image,
Consumer_Brand_Concept, Consumer_Perceived_Fit, Brand_loyalty,
Parent_brand_conviction
b. Dependent Variable: Overall_Extension_Evaluation
Brand Extension Success: Mediation and Moderation analysis 332
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 31.909 9 3.545 14.898 .000a
Residual 108.041 454 .238
Total 139.950 463
a. Predictors: (Constant), Brand_Evangelist, Marketing_Support, Parent_brand_experience,
Percieved_risk_unknown, Brand_Image, Consumer_Brand_Concept, Consumer_Perceived_Fit,
Brand_loyalty, Parent_brand_conviction
b. Dependent Variable: Overall_Extension_Evaluation
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 1.822 .342 5.329 .000
Brand_Image -.260 .060 -.249 -4.321 .000
Consumer_Brand_Concept .062 .090 .053 .686 .493
Consumer_Perceived_Fit -.090 .094 -.079 -.954 .341
Parent_brand_conviction -.094 .183 -.093 -.514 .607
Marketing_Support .171 .067 .184 2.570 .010
Percieved_risk_unknown -.097 .076 -.070 -1.279 .201
Parent_brand_experience .304 .050 .286 6.025 .000
Brand_loyalty .263 .164 .251 1.607 .109
Brand_Evangelist .209 .120 .221 1.737 .083
a. Dependent Variable: Overall_Extension_Evaluation
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 2.7053 4.1317 3.5546 .26252 464
Std. Predicted Value -3.235 2.198 .000 1.000 464
Standard Error of Predicted
Value
.034 .137 .068 .022 464
Adjusted Predicted Value 2.6842 4.1333 3.5541 .26316 464
Brand Extension Success: Mediation and Moderation analysis 333
Residual -1.88329 1.35445 .00000 .48306 464
Std. Residual -3.861 2.776 .000 .990 464
Stud. Residual -3.912 2.800 .000 1.003 464
Deleted Residual -1.93405 1.37716 .00046 .49525 464
Stud. Deleted Residual -3.976 2.821 .000 1.005 464
Mahal. Distance 1.242 35.347 8.981 6.553 464
Cook's Distance .000 .045 .003 .005 464
Centered Leverage Value .003 .076 .019 .014 464
a. Dependent Variable: Overall_Extension_Evaluation
Reliability Scale: ALL VARIABLES
Case Processing Summary
N %
Cases Valid 464 100.0
Excludeda 0 .0
Total 464 100.0
a. Listwise deletion based on all variables in the
procedure.
Reliability Statistics
Cronbach's
Alpha N of Items
.881 37
Item Statistics
Mean Std. Deviation N
This brand provides good
value for money.
3.98 .830 464
There is a reason to buy the
brand instead of others.
3.99 .821 464
The brand has a personality. 3.89 .883 464
The brand is interesting. 3.25 .981 464
Brand Extension Success: Mediation and Moderation analysis 334
I have clear impression of
the type of people who
consume the brand.
3.94 .646 464
This brand is different from
competing brands
4.24 .770 464
Brand X is reliable 4.00 .900 464
Brand X is durable 3.64 .721 464
Brand X is functional 3.94 .646 464
Brand X is luxurious 3.94 .646 464
Brand X is prestigious 3.46 .809 464
Brand X signals high status 3.94 .646 464
The extension is similar to
the brand’s product.
3.94 .646 464
The core brand product
attributes are consistent with
the extended products.
3.34 .897 464
The product extension fits
with the brand image.
3.95 .639 464
The product extension
conveyed the same
impression as the parent
brand
3.76 .819 464
Launching the extension is
appropriate for the company
3.77 .808 464
In evaluating a new [product
category] product, I could
trust [brand name].
3.94 .646 464
[brand name]is likeable 4.08 .673 464
I relate to [brand name]. 3.97 .733 464
Extension brand is well
supported in terms of
advertising
3.78 .855 464
Extension product receives
competent marketing
support
2.60 1.020 464
If I buy an unknown brand, I
would feel very uncertain o f
the level of quality that I am
getting.
3.94 .646 464
Brand Extension Success: Mediation and Moderation analysis 335
I prefer buying a well known
brand, because I need
reassurance of an
established brand name.
2.67 1.124 464
I prefer buying a well known
brand, because the risk that
my needs will not be met is
low compared with unknown
brand.
3.95 .515 464
Frequency of using the
parent brand
3.81 .878 464
Frequency of purchasing the
parent brand
3.85 .729 464
Intension to buy the parent
in future
3.75 .760 464
Overall, I am very positive to
extension xyz:
3.36 .933 464
What attitude do you have
towards extension xyz
3.53 .704 464
Overall evaluation of the
potential extension relative
to existing brands in the
extension category
3.77 .804 464
I intend to buy other
products of this brand
3.94 .646 464
I consider this brand my first
choice in this category
4.08 .673 464
If this brand were to raise
their prices, I would continue
to buy their products
3.97 .733 464
I intend to buy this brand in
the near future
3.78 .855 464
I say positive things about
this brand to other people
3.94 .646 464
I always spread positive
word of mouth about the
brands of this company and
recommend this brand to
someone who seeks my
advice
3.97 .733 464
Brand Extension Success: Mediation and Moderation analysis 336
Scale Statistics
Mean Variance Std. Deviation N of Items
139.66 157.191 12.538 37
Factor Analysis
Descriptive Statistics
Mean Std. Deviation Analysis N
Brand_Image 3.8807 .52616 464
Consumer_Brand_Concept 3.8215 .47462 464
Consumer_Perceived_Fit 3.7534 .48661 464
Parent_brand_conviction 3.9978 .54086 464
Marketing_Support 3.1875 .59277 464
Percieved_risk_unknown 3.5216 .39739 464
Parent_brand_experience 3.8024 .51705 464
Brand_loyalty 3.9423 .52403 464
Brand_Evangelist 3.9547 .58148 464
Overall_Extension_Evaluati
on
3.5546 .54979 464
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .751
Bartlett's Test of Sphericity Approx. Chi-Square 3817.771
df 45
Sig. .000
Communalities
Initial Extraction
Brand_Image 1.000 .612
Consumer_Brand_Concept 1.000 .775
Consumer_Perceived_Fit 1.000 .794
Parent_brand_conviction 1.000 .895
Marketing_Support 1.000 .777
Percieved_risk_unknown 1.000 .671
Parent_brand_experience 1.000 .598
Brand_loyalty 1.000 .862
Brand Extension Success: Mediation and Moderation analysis 337
Brand_Evangelist 1.000 .883
Overall_Extension_Evaluati
on
1.000 .776
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component
Initial Eigenvalues Extraction Sums of Squared Loadings
Total % of Variance Cumulative % Total % of Variance Cumulative %
1 4.766 47.655 47.655 4.766 47.655 47.655
2 1.742 17.422 65.078 1.742 17.422 65.078
3 1.134 11.336 76.414 1.134 11.336 76.414
4 .689 6.889 83.303
5 .611 6.113 89.417
6 .471 4.710 94.127
7 .311 3.113 97.240
8 .162 1.621 98.861
9 .083 .826 99.687
10 .031 .313 100.000
Total Variance Explained
Component
Rotation Sums of Squared Loadings
Total % of Variance Cumulative %
1 4.471 44.714 44.714
2 1.704 17.041 61.755
3 1.466 14.659 76.414
4
5
6
7
8
9
10
Extraction Method: Principal Component Analysis.
Brand Extension Success: Mediation and Moderation analysis 338
Component Matrixa
Component
1 2 3
Brand_Image .700
Consumer_Brand_Concept .825
Consumer_Perceived_Fit .863
Parent_brand_conviction .937
Marketing_Support .876
Percieved_risk_unknown .724
Parent_brand_experience .520
Brand_loyalty .886
Brand_Evangelist .921
Overall_Extension_Evaluati
on
.745
Brand Extension Success: Mediation and Moderation analysis 339
Extraction Method: Principal Component Analysis.
a. 3 components extracted.
Rotated Component Matrixa
Component
1 2 3
Brand_Image .722
Consumer_Brand_Concept .873
Consumer_Perceived_Fit .886
Parent_brand_conviction .896
Marketing_Support .823
Percieved_risk_unknown .801
Parent_brand_experience .522
Brand_loyalty .813
Brand_Evangelist .899
Overall_Extension_Evaluati
on
.871
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 5 iterations.
Component Transformation Matrix
Component 1 2 3
1 .959 -.062 .278
2 -.023 .956 .292
3 -.284 -.286 .915
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser
Normalization.
Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_loyalty . Enter
a. All requested variables entered.
b. Dependent Variable: Brand_Evangelist
Brand Extension Success: Mediation and Moderation analysis 340
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .862a .744 .743 .29472
a. Predictors: (Constant), Brand_loyalty
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 116.420 1 116.420 1340.292 .000a
Residual 40.130 462 .087
Total 156.550 463
a. Predictors: (Constant), Brand_loyalty
b. Dependent Variable: Brand_Evangelist
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) .182 .104 1.754 .080
Brand_loyalty .957 .026 .862 36.610 .000
a. Dependent Variable: Brand_Evangelist
Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_loyalty . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
Brand Extension Success: Mediation and Moderation analysis 341
1 .347a .120 .118 .51624
a. Predictors: (Constant), Brand_loyalty
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 16.825 1 16.825 63.133 .000a
Residual 123.125 462 .267
Total 139.950 463
a. Predictors: (Constant), Brand_loyalty
b. Dependent Variable: Overall_Extension_Evaluation
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 2.120 .182 11.646 .000
Brand_loyalty .364 .046 .347 7.946 .000
a. Dependent Variable: Overall_Extension_Evaluation
Run MATRIX procedure:
*****************************************************************
Dependent, Independent, and Proposed Mediator Variables:
DV = Overall_
IV = Brand_lo
MEDS = Brand_Ev
Sample size
464
IV to Mediators (a paths)
Coeff se t p
Brand_Ev .9569 .0261 36.6100 .0000
Direct Effects of Mediators on DV (b paths)
Coeff se t p
Brand_Ev -.0734 .0815 -.9004 .3684
Total Effect of IV on DV (c path)
Brand Extension Success: Mediation and Moderation analysis 342
Coeff se t p
Brand_lo .3638 .0458 7.9457 .0000
Direct Effect of IV on DV (c' path)
Coeff se t p
Brand_lo .4340 .0904 4.7985 .0000
Model Summary for DV Model
R-sq Adj R-sq F df1 df2 p
.1218 .1180 31.9591 2.0000 461.0000 .0000
*****************************************************************
BOOTSTRAP RESULTS FOR INDIRECT EFFECTS
Indirect Effects of IV on DV through Proposed Mediators (ab paths)
Data Boot Bias SE
TOTAL -.0702 -.0755 -.0052 .0859
Brand_Ev -.0702 -.0755 -.0052 .0859
Bias Corrected Confidence Intervals
Lower Upper
TOTAL -.2348 .1074
Brand_Ev -.2348 .1074
*****************************************************************
Level of Confidence for Confidence Intervals:
95
Number of Bootstrap Resamples:
1000
********************************* NOTES
**********************************
------ END MATRIX -----
Regression
Variables Entered/Removedb
Brand Extension Success: Mediation and Moderation analysis 343
Model
Variables
Entered
Variables
Removed Method
1 Marketing_Supp
ort
. Enter
2 Parent_brand_e
xperience
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .209a .044 .042 .53819
2 .389b .151 .148 .50761
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .044 21.168 1 462 .000
2 .107 58.349 1 461 .000
a. Predictors: (Constant), Marketing_Support
b. Predictors: (Constant), Marketing_Support, Parent_brand_experience
ANOVAc
Model Sum of Squares df Mean Square F Sig.
1 Regression 6.131 1 6.131 21.168 .000a
Residual 133.819 462 .290
Total 139.950 463
2 Regression 21.166 2 10.583 41.072 .000b
Residual 118.784 461 .258
Total 139.950 463
a. Predictors: (Constant), Marketing_Support
b. Predictors: (Constant), Marketing_Support, Parent_brand_experience
c. Dependent Variable: Overall_Extension_Evaluation
Coefficientsa
Brand Extension Success: Mediation and Moderation analysis 344
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 2.936 .137 21.461 .000
Marketing_Support .194 .042 .209 4.601 .000
2 (Constant) 1.364 .243 5.618 .000
Marketing_Support .261 .041 .282 6.413 .000
Parent_brand_experience .357 .047 .336 7.639 .000
a. Dependent Variable: Overall_Extension_Evaluation
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
Collinearity
Statistics
Tolerance
1 Parent_brand_experience .336a 7.639 .000 .335 .953
a. Predictors in the Model: (Constant), Marketing_Support
b. Dependent Variable: Overall_Extension_Evaluation
Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Consumer_Perc
eived_Fit
. Enter
a. All requested variables entered.
b. Dependent Variable: Brand_Image
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .536a .288 .286 .44453
a. Predictors: (Constant), Consumer_Perceived_Fit
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 36.884 1 36.884 186.654 .000a
Brand Extension Success: Mediation and Moderation analysis 345
Residual 91.295 462 .198
Total 128.179 463
a. Predictors: (Constant), Consumer_Perceived_Fit
b. Dependent Variable: Brand_Image
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 1.704 .161 10.603 .000
Consumer_Perceived_Fit .580 .042 .536 13.662 .000
a. Dependent Variable: Brand_Image
Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Consumer_Perc
eived_Fit
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .152a .023 .021 .54398
a. Predictors: (Constant), Consumer_Perceived_Fit
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 3.240 1 3.240 10.948 .001a
Residual 136.711 462 .296
Brand Extension Success: Mediation and Moderation analysis 346
Total 139.950 463
a. Predictors: (Constant), Consumer_Perceived_Fit
b. Dependent Variable: Overall_Extension_Evaluation
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 2.909 .197 14.796 .000
Consumer_Perceived_Fit .172 .052 .152 3.309 .001
a. Dependent Variable: Overall_Extension_Evaluation
Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Consumer_Perc
eived_Fit
. Enter
2 Brand_Image . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .155a .024 .022 .54479
2 .174b .030 .026 .54366
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .024 11.332 1 460 .001
2 .006 2.917 1 459 .088
Brand Extension Success: Mediation and Moderation analysis 347
a. Predictors: (Constant), Consumer_Perceived_Fit
b. Predictors: (Constant), Consumer_Perceived_Fit, Brand_Image
ANOVAc
Model Sum of Squares df Mean Square F Sig.
1 Regression 3.363 1 3.363 11.332 .001a
Residual 136.525 460 .297
Total 139.889 461
2 Regression 4.225 2 2.113 7.148 .001b
Residual 135.663 459 .296
Total 139.889 461
a. Predictors: (Constant), Consumer_Perceived_Fit
b. Predictors: (Constant), Consumer_Perceived_Fit, Brand_Image
c. Dependent Variable: Overall_Extension_Evaluation
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 2.877 .203 14.169 .000
Consumer_Perceived_Fit .180 .054 .155 3.366 .001
2 (Constant) 3.052 .227 13.435 .000
Consumer_Perceived_Fit .235 .062 .202 3.772 .000
Brand_Image -.098 .057 -.091 -1.708 .088
a. Dependent Variable: Overall_Extension_Evaluation
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
Collinearity
Statistics
Tolerance
1 Brand_Image -.091a -1.708 .088 -.079 .738
a. Predictors in the Model: (Constant), Consumer_Perceived_Fit
b. Dependent Variable: Overall_Extension_Evaluation
Regression
Variables Entered/Removedb
Brand Extension Success: Mediation and Moderation analysis 348
Model
Variables
Entered
Variables
Removed Method
1 Brand_Image . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .012a .000 -.002 .55142
a. Predictors: (Constant), Brand_Image
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression .020 1 .020 .065 .799a
Residual 139.869 460 .304
Total 139.889 461
a. Predictors: (Constant), Brand_Image
b. Dependent Variable: Overall_Extension_Evaluation
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 3.505 .196 17.923 .000
Brand_Image .013 .050 .012 .255 .799
a. Dependent Variable: Overall_Extension_Evaluation
Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Image . Enter
Brand Extension Success: Mediation and Moderation analysis 349
2 Percieved_risk_
unknown
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Extension_Evaluation
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .012a .000 -.002 .55142
2 .031b .001 -.003 .55180
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .000 .065 1 460 .799
2 .001 .372 1 459 .542
a. Predictors: (Constant), Brand_Image
b. Predictors: (Constant), Brand_Image, Percieved_risk_unknown
ANOVAc
Model Sum of Squares df Mean Square F Sig.
1 Regression .020 1 .020 .065 .799a
Residual 139.869 460 .304
Total 139.889 461
2 Regression .133 2 .067 .219 .804b
Residual 139.756 459 .304
Total 139.889 461
a. Predictors: (Constant), Brand_Image
b. Predictors: (Constant), Brand_Image, Percieved_risk_unknown
c. Dependent Variable: Overall_Extension_Evaluation
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
Brand Extension Success: Mediation and Moderation analysis 350
1 (Constant) 3.505 .196 17.923 .000
Brand_Image .013 .050 .012 .255 .799
2 (Constant) 3.350 .322 10.411 .000
Brand_Image .017 .050 .016 .334 .739
Percieved_risk_unknown .040 .065 .029 .610 .542
a. Dependent Variable: Overall_Extension_Evaluation
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
Collinearity
Statistics
Tolerance
1 Percieved_risk_unknown .029a .610 .542 .028 .982
a. Predictors in the Model: (Constant), Brand_Image
b. Dependent Variable: Overall_Extension_Evaluation
Matrix
Run MATRIX procedure:
*****************************************************************
Dependent, Independent, and Proposed Mediator Variables:
DV = Overall_
IV = Consumer
MEDS = Brand_lo
Parent_b
Sample size
462
IV to Mediators (a paths)
Coeff se t p
Brand_lo .6763 .0435 15.5396 .0000
Parent_b .7757 .0414 18.7553 .0000
Direct Effects of Mediators on DV (b paths)
Coeff se t p
Brand_lo .5760 .1225 4.7021 .0000
Parent_b -.1542 .1289 -1.1959 .2324
Total Effect of IV on DV (c path)
Coeff se t p
Consumer .1443 .0562 2.5680 .0105
Brand Extension Success: Mediation and Moderation analysis 351
Direct Effect of IV on DV (c' path)
Coeff se t p
Consumer -.1257 .0703 -1.7873 .0746
Model Summary for DV Model
R-sq Adj R-sq F df1 df2 p
.1345 .1289 23.7300 3.0000 458.0000 .0000
*****************************************************************
BOOTSTRAP RESULTS FOR INDIRECT EFFECTS
Indirect Effects of IV on DV through Proposed Mediators (ab paths)
Data Boot Bias SE
TOTAL .2700 .2686 -.0014 .0533
Brand_lo .3896 .3923 .0028 .0968
Parent_b -.1196 -.1238 -.0042 .1074
Bias Corrected Confidence Intervals
Lower Upper
TOTAL .1713 .3796
Brand_lo .2064 .5819
Parent_b -.3255 .0978
*****************************************************************
Level of Confidence for Confidence Intervals:
95
Number of Bootstrap Resamples:
5000
********************************* NOTES *******************************
------ END MATRIX -----
Matrix
Run MATRIX procedure:
*****************************************************************
Dependent, Independent, and Proposed Mediator Variables:
DV = Overall_
IV = Consumer
MEDS = Brand_lo
Parent_b
Brand Extension Success: Mediation and Moderation analysis 352
Percieve
Sample size
462
IV to Mediators (a paths)
Coeff se t p
Brand_lo .6763 .0435 15.5396 .0000
Parent_b .7757 .0414 18.7553 .0000
Percieve .0573 .0408 1.4038 .1610
Direct Effects of Mediators on DV (b paths)
Coeff se t p
Brand_lo .5809 .1228 4.7306 .0000
Parent_b -.1591 .1292 -1.2315 .2188
Percieve .0399 .0604 .6604 .5093
Total Effect of IV on DV (c path)
Coeff se t p
Consumer .1443 .0562 2.5680 .0105
Direct Effect of IV on DV (c' path)
Coeff se t p
Consumer -.1275 .0704 -1.8100 .0710
Model Summary for DV Model
R-sq Adj R-sq F df1 df2 p
.1354 .1278 17.8846 4.0000 457.0000 .0000
*****************************************************************
BOOTSTRAP RESULTS FOR INDIRECT EFFECTS
Indirect Effects of IV on DV through Proposed Mediators (ab paths)
Data Boot Bias SE
TOTAL .2718 .2724 .0006 .0524
Brand_lo .3929 .3916 -.0013 .0971
Parent_b -.1234 -.1215 .0019 .1077
Percieve .0023 .0023 .0000 .0049
Bias Corrected Confidence Intervals
Lower Upper
TOTAL .1708 .3771
Brand_lo .2137 .5964
Parent_b -.3393 .0881
Percieve -.0035 .0188
Brand Extension Success: Mediation and Moderation analysis 353
*****************************************************************
Level of Confidence for Confidence Intervals:
95
Number of Bootstrap Resamples:
5000
********************************* NOTES ******************************
------ END MATRIX -----
Frequencies
Statistics
Brand_Image
Consumer_Bran
d_Concept
Consumer_Perc
eived_Fit
Parent_brand_c
onviction
N Valid 462 462 462 462
Missing 0 0 0 0
Mean 3.8882 3.8308 3.7610 4.0036
Median 3.8333 3.8333 3.8000 4.0000
Mode 3.83 4.00 4.00 4.00
Std. Deviation .51502 .45388 .47373 .53486
Skewness -.601 -.814 -.871 -.872
Std. Error of Skewness .114 .114 .114 .114
Kurtosis .489 1.343 1.660 1.980
Std. Error of Kurtosis .227 .227 .227 .227
Sum 1796.33 1769.83 1737.60 1849.67
Statistics
Marketing_Supp
ort
Percieved_risk_
unknown
Parent_brand_e
xperience Brand_loyalty
N Valid 462 462 462 462
Missing 0 0 0 0
Mean 3.1797 3.5209 3.8059 3.9453
Median 3.0000 3.3333 4.0000 4.0000
Mode 3.00 3.33 4.00 4.00
Std. Deviation .58188 .39814 .51546 .52318
Skewness -.059 .173 -.897 -.813
Std. Error of Skewness .114 .114 .114 .114
Kurtosis .692 -.485 1.524 1.687
Brand Extension Success: Mediation and Moderation analysis 354
Std. Error of Kurtosis .227 .227 .227 .227
Sum 1469.00 1626.67 1758.33 1822.75
Statistics
Brand_Evangeli
st
Overall_Extensi
on_Evaluation
N Valid 462 462
Missing 0 0
Mean 3.9589 3.5548
Median 4.0000 3.6667
Mode 4.00 3.67
Std. Deviation .57932 .55086
Skewness -.974 -.277
Std. Error of Skewness .114 .114
Kurtosis 1.775 .480
Std. Error of Kurtosis .227 .227
Sum 1829.00 1642.33
Frequency Table
Brand_Image
Frequency Percent Valid Percent
Cumulative
Percent
Valid 2.33 4 .9 .9 .9
2.50 7 1.5 1.5 2.4
2.67 7 1.5 1.5 3.9
2.83 6 1.3 1.3 5.2
3.00 13 2.8 2.8 8.0
3.17 11 2.4 2.4 10.4
3.33 17 3.7 3.7 14.1
3.50 40 8.7 8.7 22.7
3.67 57 12.3 12.3 35.1
3.83 70 15.2 15.2 50.2
4.00 63 13.6 13.6 63.9
4.17 60 13.0 13.0 76.8
4.33 38 8.2 8.2 85.1
4.50 26 5.6 5.6 90.7
4.67 35 7.6 7.6 98.3
4.83 6 1.3 1.3 99.6
Brand Extension Success: Mediation and Moderation analysis 355
5.00 2 .4 .4 100.0
Total 462 100.0 100.0
Consumer_Brand_Concept
Frequency Percent Valid Percent
Cumulative
Percent
Valid 2.00 2 .4 .4 .4
2.50 4 .9 .9 1.3
2.67 4 .9 .9 2.2
2.83 12 2.6 2.6 4.8
3.00 18 3.9 3.9 8.7
3.17 16 3.5 3.5 12.1
3.33 13 2.8 2.8 14.9
3.50 32 6.9 6.9 21.9
3.67 49 10.6 10.6 32.5
3.83 82 17.7 17.7 50.2
4.00 116 25.1 25.1 75.3
4.17 63 13.6 13.6 89.0
4.33 17 3.7 3.7 92.6
4.50 16 3.5 3.5 96.1
4.67 12 2.6 2.6 98.7
4.83 6 1.3 1.3 100.0
Total 462 100.0 100.0
Consumer_Perceived_Fit
Frequency Percent Valid Percent
Cumulative
Percent
Valid 2.00 2 .4 .4 .4
2.20 4 .9 .9 1.3
2.40 4 .9 .9 2.2
2.60 9 1.9 1.9 4.1
2.80 7 1.5 1.5 5.6
3.00 13 2.8 2.8 8.4
3.20 20 4.3 4.3 12.8
3.40 51 11.0 11.0 23.8
3.60 64 13.9 13.9 37.7
3.80 70 15.2 15.2 52.8
4.00 147 31.8 31.8 84.6
Brand Extension Success: Mediation and Moderation analysis 356
4.20 31 6.7 6.7 91.3
4.40 23 5.0 5.0 96.3
4.60 10 2.2 2.2 98.5
4.80 5 1.1 1.1 99.6
5.00 2 .4 .4 100.0
Total 462 100.0 100.0
Parent_brand_conviction
Frequency Percent Valid Percent
Cumulative
Percent
Valid 2.00 2 .4 .4 .4
2.33 8 1.7 1.7 2.2
2.67 15 3.2 3.2 5.4
3.00 3 .6 .6 6.1
3.33 26 5.6 5.6 11.7
3.67 60 13.0 13.0 24.7
4.00 208 45.0 45.0 69.7
4.33 67 14.5 14.5 84.2
4.67 48 10.4 10.4 94.6
5.00 25 5.4 5.4 100.0
Total 462 100.0 100.0
Marketing_Support
Frequency Percent Valid Percent
Cumulative
Percent
Valid 1.00 2 .4 .4 .4
1.50 4 .9 .9 1.3
2.00 11 2.4 2.4 3.7
2.50 71 15.4 15.4 19.0
3.00 189 40.9 40.9 60.0
3.50 108 23.4 23.4 83.3
4.00 60 13.0 13.0 96.3
4.50 17 3.7 3.7 100.0
Total 462 100.0 100.0
Brand Extension Success: Mediation and Moderation analysis 357
Percieved_risk_unknown
Frequency Percent Valid Percent
Cumulative
Percent
Valid 2.33 1 .2 .2 .2
2.67 8 1.7 1.7 1.9
3.00 81 17.5 17.5 19.5
3.33 144 31.2 31.2 50.6
3.67 125 27.1 27.1 77.7
4.00 74 16.0 16.0 93.7
4.33 29 6.3 6.3 100.0
Total 462 100.0 100.0
Parent_brand_experience
Frequency Percent Valid Percent
Cumulative
Percent
Valid 1.67 2 .4 .4 .4
2.00 2 .4 .4 .9
2.33 5 1.1 1.1 1.9
2.67 14 3.0 3.0 5.0
3.00 21 4.5 4.5 9.5
3.33 73 15.8 15.8 25.3
3.67 73 15.8 15.8 41.1
4.00 184 39.8 39.8 81.0
4.33 57 12.3 12.3 93.3
4.67 30 6.5 6.5 99.8
5.00 1 .2 .2 100.0
Total 462 100.0 100.0
Brand_loyalty
Frequency Percent Valid Percent
Cumulative
Percent
Brand Extension Success: Mediation and Moderation analysis 358
Valid 2.00 2 .4 .4 .4
2.25 4 .9 .9 1.3
2.50 8 1.7 1.7 3.0
2.75 9 1.9 1.9 5.0
3.00 9 1.9 1.9 6.9
3.25 20 4.3 4.3 11.3
3.50 38 8.2 8.2 19.5
3.75 55 11.9 11.9 31.4
4.00 190 41.1 41.1 72.5
4.25 49 10.6 10.6 83.1
4.50 31 6.7 6.7 89.8
4.75 36 7.8 7.8 97.6
5.00 11 2.4 2.4 100.0
Total 462 100.0 100.0
Brand_Evangelist
Frequency Percent Valid Percent
Cumulative
Percent
Valid 2.00 8 1.7 1.7 1.7
2.50 14 3.0 3.0 4.8
3.00 26 5.6 5.6 10.4
3.50 61 13.2 13.2 23.6
4.00 231 50.0 50.0 73.6
4.50 95 20.6 20.6 94.2
5.00 27 5.8 5.8 100.0
Total 462 100.0 100.0
Overall_Extension_Evaluation
Frequency Percent Valid Percent
Cumulative
Percent
Valid 1.33 1 .2 .2 .2
2.00 1 .2 .2 .4
2.33 17 3.7 3.7 4.1
Brand Extension Success: Mediation and Moderation analysis 359
2.67 27 5.8 5.8 10.0
3.00 58 12.6 12.6 22.5
3.33 91 19.7 19.7 42.2
3.67 118 25.5 25.5 67.7
4.00 108 23.4 23.4 91.1
4.33 24 5.2 5.2 96.3
4.67 11 2.4 2.4 98.7
5.00 6 1.3 1.3 100.0
Total 462 100.0 100.0
Histogram
Brand Extension Success: Mediation and Moderation analysis 360
Brand Extension Success: Mediation and Moderation analysis 361
Brand Extension Success: Mediation and Moderation analysis 362
Brand Extension Success: Mediation and Moderation analysis 363
Brand Extension Success: Mediation and Moderation analysis 364
Brand Extension Success: Mediation and Moderation analysis 365
Brand Extension Success: Mediation and Moderation analysis 366
Brand Extension Success: Mediation and Moderation analysis 367
Brand Extension Success: Mediation and Moderation analysis 368
PPlot
Model Description
Model Name MOD_1
Series or Sequence 1 Brand_Image
2 Consumer_Brand_Concept
3 Consumer_Perceived_Fit
4 Parent_brand_conviction
5 Marketing_Support
6 Percieved_risk_unknown
7 Parent_brand_experience
8 Brand_loyalty
9 Brand_Evangelist
10 Overall_Extension_Evaluation
Transformation None
Non-Seasonal Differencing 0
Brand Extension Success: Mediation and Moderation analysis 369
Seasonal Differencing 0
Length of Seasonal Period No periodicity
Standardization Not applied
Distribution Type Normal
Location estimated
Scale estimated
Fractional Rank Estimation Method Blom's
Rank Assigned to Ties Mean rank of tied values
Applying the model specifications from MOD_1
Case Processing Summary
Brand_Image
Consumer_Bran
d_Concept
Consumer_Perc
eived_Fit
Series or Sequence Length 462 462 462
Number of Missing Values in
the Plot
User-Missing 0 0 0
System-Missing 0 0 0
Case Processing Summary
Parent_brand_c
onviction
Marketing_Supp
ort
Percieved_risk_
unknown
Series or Sequence Length 462 462 462
Number of Missing Values in
the Plot
User-Missing 0 0 0
System-Missing 0 0 0
Case Processing Summary
Parent_brand_e
xperience Brand_loyalty
Series or Sequence Length 462 462
Number of Missing Values in
the Plot
User-Missing 0 0
System-Missing 0 0
Case Processing Summary
Brand_Evangeli
st
Overall_Extensi
on_Evaluation
Series or Sequence Length 462 462
Number of Missing Values in
the Plot
User-Missing 0 0
System-Missing 0 0
Brand Extension Success: Mediation and Moderation analysis 370
The cases are unweighted.
Estimated Distribution Parameters
Brand_Image
Consumer_Bran
d_Concept
Consumer_Perc
eived_Fit
Parent_brand_c
onviction
Normal Distribution Location 3.8882 3.8308 3.7610 4.0036
Scale .51502 .45388 .47373 .53486
Estimated Distribution Parameters
Marketing_Supp
ort
Percieved_risk_
unknown
Parent_brand_e
xperience Brand_loyalty
Normal Distribution Location 3.1797 3.5209 3.8059 3.9453
Scale .58188 .39814 .51546 .52318
Estimated Distribution Parameters
Brand_Evangeli
st
Overall_Extensi
on_Evaluation
Normal Distribution Location 3.9589 3.5548
Scale .57932 .55086
The cases are unweighted.
Brand_Image
Brand Extension Success: Mediation and Moderation analysis 371
Consumer_Brand_Concept
Brand Extension Success: Mediation and Moderation analysis 372
Consumer_Perceived_Fit
Brand Extension Success: Mediation and Moderation analysis 373
Parent_brand_conviction
Brand Extension Success: Mediation and Moderation analysis 374
Marketing_Support
Brand Extension Success: Mediation and Moderation analysis 375
Percieved_risk_unknown
Brand Extension Success: Mediation and Moderation analysis 376
Parent_brand_experience
Brand Extension Success: Mediation and Moderation analysis 377
Brand_loyalty
Brand Extension Success: Mediation and Moderation analysis 378
Brand_Evangelist
Brand Extension Success: Mediation and Moderation analysis 379
Overall_Extension_Evaluation
Brand Extension Success: Mediation and Moderation analysis 380
Brand Extension Success: Mediation and Moderation analysis 381
Output Results of Distance Extension data file Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_evangeli
st,
Consumer_Perc
ieved_Fit,
Percieved_risk_
unknown,
Parent_brand_e
xperience,
Parent_Brand_
Conviction,
Brand_Image,
Marketing_supp
ort,
Brand_Loyalty,
Consumer_Perc
ieved_concept
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Model Summaryb
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .437a .191 .174 .49019
a. Predictors: (Constant), Brand_evangelist, Consumer_Percieved_Fit,
Percieved_risk_unknown, Parent_brand_experience,
Parent_Brand_Conviction, Brand_Image, Marketing_support,
Brand_Loyalty, Consumer_Percieved_concept
b. Dependent Variable: Overall_Evaluation_extension
ANOVAb
Model Sum of Squares df Mean Square F Sig.
Brand Extension Success: Mediation and Moderation analysis 382
1 Regression 23.986 9 2.665 11.091 .000a
Residual 101.401 422 .240
Total 125.387 431
a. Predictors: (Constant), Brand_evangelist, Consumer_Percieved_Fit, Percieved_risk_unknown,
Parent_brand_experience, Parent_Brand_Conviction, Brand_Image, Marketing_support,
Brand_Loyalty, Consumer_Percieved_concept
b. Dependent Variable: Overall_Evaluation_extension
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 1.455 .368 3.953 .000
Brand_Image -.180 .057 -.184 -3.182 .002
Consumer_Percieved_conc
ept
-.033 .064 -.036 -.514 .608
Consumer_Percieved_Fit -.010 .071 -.009 -.135 .893
Parent_Brand_Conviction .218 .060 .208 3.642 .000
Marketing_support .239 .052 .251 4.573 .000
Percieved_risk_unknown -.081 .052 -.086 -1.559 .120
Parent_brand_experience .330 .057 .286 5.775 .000
Brand_Loyalty -.004 .058 -.004 -.072 .943
Brand_evangelist .074 .057 .076 1.289 .198
a. Dependent Variable: Overall_Evaluation_extension
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 2.7930 4.1414 3.5671 .23591 432
Std. Predicted Value -3.282 2.434 .000 1.000 432
Standard Error of Predicted
Value
.033 .144 .071 .021 432
Adjusted Predicted Value 2.8134 4.0989 3.5663 .23580 432
Residual -1.58827 1.58591 .00000 .48505 432
Std. Residual -3.240 3.235 .000 .990 432
Stud. Residual -3.300 3.385 .001 1.003 432
Deleted Residual -1.64733 1.73566 .00084 .49827 432
Stud. Deleted Residual -3.339 3.427 .001 1.006 432
Mahal. Distance .946 36.188 8.979 6.053 432
Brand Extension Success: Mediation and Moderation analysis 383
Cook's Distance .000 .108 .003 .007 432
Centered Leverage Value .002 .084 .021 .014 432
a. Dependent Variable: Overall_Evaluation_extension
Reliability
Scale: ALL VARIABLES
Case Processing Summary
N %
Cases Valid 428 100.0
Excludeda 0 .0
Total 428 100.0
a. Listwise deletion based on all variables in the
procedure.
Reliability Statistics
Cronbach's
Alpha N of Items
.775 37
Item Statistics
Mean Std. Deviation N
This brand provides good
value for money.
3.99 .777 428
There is a reason to buy the
brand instead of others.
4.00 .803 428
The brand has a personality. 3.88 .879 428
The brand is interesting. 2.99 1.119 428
I have clear impression of
the type of people who
consume the brand.
3.60 .904 428
This brand is different from
competing brands
4.21 .840 428
Brand X is reliable 4.00 .909 428
Brand X is durable 3.65 .716 428
Brand X is functional 3.39 .987 428
Brand X is luxurious 3.52 .883 428
Brand X is prestigious 3.48 .791 428
Brand X signals high status 3.57 .848 428
Brand Extension Success: Mediation and Moderation analysis 384
The extension is similar to
the brand’s product.
3.33 .802 428
The core brand product
attributes are consistent with
the extended products.
3.35 .886 428
The product extension fits
with the brand image.
3.53 .796 428
The product extension
conveyed the same
impression as the parent
brand
3.77 .815 428
Launching the extension is
appropriate for the company
3.79 .798 428
In evaluating a new [product
category] product, I could
trust [brand name].
3.95 .627 428
[brand name]is likeable 4.12 .628 428
I relate to [brand name]. 3.97 .719 428
Extension brand is well
supported in terms of
advertising
3.79 .836 428
Extension product receives
competent marketing
support
2.58 1.006 428
If I buy an unknown brand, I
would feel very uncertain o f
the level of quality that I am
getting.
2.53 1.078 428
I prefer buying a well known
brand, because I need
reassurance of an
established brand name.
2.67 1.103 428
I prefer buying a well known
brand, because the risk that
my needs will not be met is
low compared with unknown
brand.
3.75 .828 428
Frequency of using the
parent brand
3.83 .825 428
Brand Extension Success: Mediation and Moderation analysis 385
Frequency of purchasing the
parent brand
3.91 .650 428
Intension to buy the parent
in future
3.75 .766 428
Overall, I am very positive to
extension xyz:
3.37 .921 428
What attitude do you have
towards extension xyz
3.53 .679 428
Overall evaluation of the
potential extension relative
to existing brands in the
extension category
3.78 .784 428
I intend to buy other
products of this brand
3.78 .857 428
I consider this brand my first
choice in this category
3.95 .644 428
If this brand were to raise
their prices, I would continue
to buy their products
3.97 .757 428
I intend to buy this brand in
the near future
3.78 .798 428
I say positive things about
this brand to other people
3.95 .644 428
I always spread positive
word of mouth about the
brands of this company and
recommend this brand to
someone who seeks my
advice
4.11 .668 428
Scale Statistics
Mean Variance Std. Deviation N of Items
135.13 103.730 10.185 37
Factor Analysis
Descriptive Statistics
Mean Std. Deviation Analysis N
Brand_Image 3.7784 .55345 428
Brand Extension Success: Mediation and Moderation analysis 386
Consumer_Percieved_conc
ept
3.6032 .57943 428
Consumer_Percieved_Fit 3.5533 .51330 428
Parent_Brand_Conviction 4.0164 .51214 428
Marketing_support 3.1881 .56355 428
Percieved_risk_unknown 2.9813 .56773 428
Parent_brand_experience 3.8287 .46834 428
Brand_Loyalty 3.8703 .54279 428
Brand_evangelist 4.0292 .53537 428
Overall_Evaluation_extensio
n
3.5600 .53529 428
Correlation Matrixa
Brand_Image
Consumer_Perc
ieved_concept
Consumer_Perc
ieved_Fit
Sig. (1-tailed) Brand_Image .000 .000
Consumer_Percieved_conc
ept
.000
.000
Consumer_Percieved_Fit .000 .000
Parent_Brand_Conviction .000 .000 .000
Marketing_support .000 .000 .000
Percieved_risk_unknown .000 .000 .000
Parent_brand_experience .000 .000 .000
Brand_Loyalty .016 .000 .228
Brand_evangelist .028 .011 .348
Overall_Evaluation_extensio
n
.155 .451 .109
Correlation Matrixa
Parent_Brand_
Conviction
Marketing_supp
ort
Percieved_risk_
unknown
Sig. (1-tailed) Brand_Image .000 .000 .000
Consumer_Percieved_conc
ept
.000 .000 .000
Consumer_Percieved_Fit .000 .000 .000
Parent_Brand_Conviction .208 .000
Brand Extension Success: Mediation and Moderation analysis 387
Marketing_support .208 .000
Percieved_risk_unknown .000 .000
Parent_brand_experience .000 .001 .000
Brand_Loyalty .205 .154 .331
Brand_evangelist .004 .031 .433
Overall_Evaluation_extensio
n
.000 .000 .387
Correlation Matrixa
Parent_brand_e
xperience Brand_Loyalty
Sig. (1-tailed) Brand_Image .000 .016
Consumer_Percieved_conc
ept
.000 .000
Consumer_Percieved_Fit .000 .228
Parent_Brand_Conviction .000 .205
Marketing_support .001 .154
Percieved_risk_unknown .000 .331
Parent_brand_experience .463
Brand_Loyalty .463
Brand_evangelist .098 .000
Overall_Evaluation_extensio
n
.000 .067
Correlation Matrixa
Brand_evangeli
st
Overall_Evaluati
on_extension
Sig. (1-tailed) Brand_Image .028 .155
Consumer_Percieved_conc
ept
.011 .451
Consumer_Percieved_Fit .348 .109
Parent_Brand_Conviction .004 .000
Marketing_support .031 .000
Percieved_risk_unknown .433 .387
Parent_brand_experience .098 .000
Brand_Loyalty .000 .067
Brand_evangelist .010
Brand Extension Success: Mediation and Moderation analysis 388
Correlation Matrixa
Brand_evangeli
st
Overall_Evaluati
on_extension
Sig. (1-tailed) Brand_Image .028 .155
Consumer_Percieved_conc
ept
.011 .451
Consumer_Percieved_Fit .348 .109
Parent_Brand_Conviction .004 .000
Marketing_support .031 .000
Percieved_risk_unknown .433 .387
Parent_brand_experience .098 .000
Brand_Loyalty .000 .067
Brand_evangelist .010
Overall_Evaluation_extensio
n
.010
a. Determinant = .042
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .642
Bartlett's Test of Sphericity Approx. Chi-Square 1338.886
df 45
Sig. .000
Communalities
Initial Extraction
Brand_Image 1.000 .626
Consumer_Percieved_conc
ept
1.000 .770
Consumer_Percieved_Fit 1.000 .745
Parent_Brand_Conviction 1.000 .574
Marketing_support 1.000 .785
Percieved_risk_unknown 1.000 .795
Parent_brand_experience 1.000 .545
Brand_Loyalty 1.000 .819
Brand_evangelist 1.000 .832
Brand Extension Success: Mediation and Moderation analysis 389
Overall_Evaluation_extensio
n
1.000 .795
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component
Initial Eigenvalues Extraction Sums of Squared Loadings
Total % of Variance Cumulative % Total % of Variance Cumulative %
1 3.066 30.660 30.660 3.066 30.660 30.660
2 1.767 17.675 48.335 1.767 17.675 48.335
3 1.425 14.248 62.583 1.425 14.248 62.583
4 1.028 10.277 72.860 1.028 10.277 72.860
5 .743 7.430 80.290
6 .598 5.984 86.274
7 .470 4.698 90.972
8 .380 3.803 94.775
9 .298 2.984 97.759
10 .224 2.241 100.000
Total Variance Explained
Component
Rotation Sums of Squared Loadings
Total % of Variance Cumulative %
1 2.581 25.813 25.813
2 1.703 17.027 42.841
3 1.586 15.856 58.697
4 1.416 14.163 72.860
5
6
7
8
9
10
Extraction Method: Principal Component Analysis.
Brand Extension Success: Mediation and Moderation analysis 390
Component Matrixa
Component
1 2 3 4
Brand_Image .767 .175
Consumer_Percieved_conc
ept
.789 .376
Consumer_Percieved_Fit .788 .152 .312
Parent_Brand_Conviction .638 .156 .362 -.107
Marketing_support -.375 .487 .558 .311
Percieved_risk_unknown -.509 .309 .388 .537
Parent_brand_experience .599 .372 -.214
Brand_Loyalty .186 .776 -.425
Brand_evangelist .138 .818 -.368
Overall_Evaluation_extensio
n
.126 .361 .586 -.553
Brand Extension Success: Mediation and Moderation analysis 391
Extraction Method: Principal Component Analysis.
a. 4 components extracted.
Rotated Component Matrixa
Component
1 2 3 4
Brand_Image .745 -.245
Consumer_Percieved_conc
ept
.861 .137
Consumer_Percieved_Fit .852 .110
Parent_Brand_Conviction .538 .531
Marketing_support -.133 .852 .188
Percieved_risk_unknown -.155 .864 -.154
Parent_brand_experience .456 -.126 -.163 .542
Brand_Loyalty .901
Brand_evangelist .909
Overall_Evaluation_extensio
n
-.105 .116 .872
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 5 iterations.
Component Transformation Matrix
Component 1 2 3 4
1 .872 .125 -.378 .285
2 -.019 .864 .433 .255
3 .098 -.478 .567 .663
4 .479 -.095 .590 -.643
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Loyalty . Enter
a. All requested variables entered.
b. Dependent Variable: Brand_evangelist
Brand Extension Success: Mediation and Moderation analysis 392
Model Summaryb
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .662a .438 .437 .40181
Model Summaryb
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .438 332.026 1 426 .000
a. Predictors: (Constant), Brand_Loyalty
b. Dependent Variable: Brand_evangelist
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 53.606 1 53.606 332.026 .000a
Residual 68.779 426 .161
Total 122.385 427
a. Predictors: (Constant), Brand_Loyalty
b. Dependent Variable: Brand_evangelist
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 1.503 .140 10.734 .000
Brand_Loyalty .653 .036 .662 18.222 .000
a. Dependent Variable: Brand_evangelist
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 2.8083 4.7666 4.0292 .35432 428
Residual -1.62427 1.36531 .00000 .40134 428
Std. Predicted Value -3.446 2.081 .000 1.000 428
Std. Residual -4.042 3.398 .000 .999 428
a. Dependent Variable: Brand_evangelist
Brand Extension Success: Mediation and Moderation analysis 393
Charts
Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Loyalty . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .104a .011 .008 .57888
Brand Extension Success: Mediation and Moderation analysis 394
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Loyalty . Enter
a. Predictors: (Constant), Brand_Loyalty
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 1.556 1 1.556 4.642 .032a
Residual 142.753 426 .335
Total 144.309 427
a. Predictors: (Constant), Brand_Loyalty
b. Dependent Variable: Overall_Evaluation_extension
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 3.191 .242 13.205 .000
Brand_Loyalty .130 .060 .104 2.155 .032
a. Dependent Variable: Overall_Evaluation_extension
Matrix
Notes
Output Created 10-Nov-2014 19:27:47
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Brand Extension Success: Mediation and Moderation analysis 395
Syntax MATRIX.
get dd/variables =
Overall_Evaluation_extension
Brand_Loyalty Brand_evangelist
/names = nms/MISSING = OMIT.
compute n = nrow(dd).
compute converrb = 0.
compute converre = 0.
compute daterr = 0.
do if (n < 5).
compute daterr = 1.
end if.
compute ones = make(n,1,1).
compute sigma = (t(dd)*(ident(n)-
(1/n)*ones*t(ones))*dd)*(1/(n-1)).
compute var = diag(sigma).
do if csum ((abs(var < 0.000000001)) >
0).
compute daterr = 2.
end if.
do if (rank(dd(:,2:3)) < 2).
compute daterr = 3.
end if.
compute mvals = ncol(design(dd(:,3))).
do if (mvals < 3).
compute daterr = 4.
end if.
compute bdbp = 0.
compute corrxtt = 0.
compute sdchkt = 0.
do if (daterr = 0).
compute mndd = csum(dd)/n.
compute std = sqrt(var).
compute vr = sqrt(var).
compute corrx = sigma&/(std*t(std)).
compute cpath =
corrx(2,1)*vr(1,1)/vr(2,1).
do if ( 1000 > 999).
compute btn = trunc( 1000
/1000)*1000.
compute btnp = btn+1.
else.
compute btn = 1000.
compute btnp = btn+1.
end if.
compute res=make(btnp,1,0).
Brand Extension Success: Mediation and Moderation analysis 396
Resources Processor Time 00 00:00:04.836
Elapsed Time 00 00:00:04.867
Run MATRIX procedure:
VARIABLES IN SIMPLE MEDIATION MODEL
Y Overall_
X Brand_Lo
M Brand_ev
DESCRIPTIVES STATISTICS AND PEARSON CORRELATIONS
Mean SD Overall_ Brand_Lo Brand_ev
Overall_ 3.7077 .5813 1.0000 .1038 .0068
Brand_Lo 3.9749 .4640 .1038 1.0000 .2245
Brand_ev 4.0292 .5354 .0068 .2245 1.0000
SAMPLE SIZE
428
DIRECT AND TOTAL EFFECTS
Coeff s.e. t Sig(two)
b(YX) .1301 .0604 2.1546 .0318
b(MX) .2591 .0545 4.7556 .0000
b(YM.X) -.0189 .0538 -.3513 .7256
b(YX.M) .1350 .0620 2.1763 .0301
INDIRECT EFFECT AND SIGNIFICANCE USING NORMAL DISTRIBUTION
Value s.e. LL95CI UL95CI Z Sig(two)
Effect -.0049 .0143 -.0329 .0231 -.3429 .7317
BOOTSTRAP RESULTS FOR INDIRECT EFFECT
Data Mean s.e. LL99 CI LL95CI UL95CI UL99CI
Effect -.0049 -.0063 .0171 -.0619 -.0465 .0241 .0330
NUMBER OF BOOTSTRAP RESAMPLES
1000
********************************* NOTES
**********************************
------ END MATRIX -----
Regression
Notes
Brand Extension Success: Mediation and Moderation analysis 397
Output Created 10-Nov-2014 19:30:37
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R
ANOVA COLLIN TOL CHANGE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT
Overall_Evaluation_extension
/METHOD=ENTER
Marketing_support.
Resources Processor Time 00 00:00:00.016
Elapsed Time 00 00:00:00.017
Memory Required 2316 bytes
Additional Memory Required
for Residual Plots
0 bytes
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Marketing_supp
ort
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Model Summary
Brand Extension Success: Mediation and Moderation analysis 398
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .178a .032 .029 .57276
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .032 13.895 1 426 .000
a. Predictors: (Constant), Marketing_support
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 4.558 1 4.558 13.895 .000a
Residual 139.751 426 .328
Total 144.309 427
a. Predictors: (Constant), Marketing_support
b. Dependent Variable: Overall_Evaluation_extension
Coefficientsa
Model
Unstandardized Coefficients
B Std. Error
1 (Constant) 3.123 .159
Marketing_support .183 .049
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity Statistics
Beta Tolerance VIF
1 (Constant) 19.615 .000
Marketing_support .178 3.728 .000 1.000 1.000
a. Dependent Variable: Overall_Evaluation_extension
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index Variance Proportions
Brand Extension Success: Mediation and Moderation analysis 399
(Constant)
Marketing_supp
ort
1 1 1.985 1.000 .01 .01
2 .015 11.415 .99 .99
a. Dependent Variable: Overall_Evaluation_extension
Regression
Notes
Output Created 10-Nov-2014 19:31:34
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R
ANOVA COLLIN TOL CHANGE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT
Overall_Evaluation_extension
/METHOD=ENTER Marketing_support
/METHOD=ENTER
Parent_brand_experience.
Resources Processor Time 00 00:00:00.015
Elapsed Time 00 00:00:00.016
Memory Required 2628 bytes
Additional Memory Required
for Residual Plots
0 bytes
Brand Extension Success: Mediation and Moderation analysis 400
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Marketing_supp
ort
. Enter
2 Parent_brand_e
xperience
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .178a .032 .029 .57276
2 .211b .045 .040 .56955
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .032 13.895 1 426 .000
2 .013 5.820 1 425 .016
a. Predictors: (Constant), Marketing_support
b. Predictors: (Constant), Marketing_support, Parent_brand_experience
ANOVAc
Model Sum of Squares df Mean Square F Sig.
1 Regression 4.558 1 4.558 13.895 .000a
Residual 139.751 426 .328
Total 144.309 427
2 Regression 6.446 2 3.223 9.936 .000b
Residual 137.863 425 .324
Brand Extension Success: Mediation and Moderation analysis 401
Total 144.309 427
a. Predictors: (Constant), Marketing_support
b. Predictors: (Constant), Marketing_support, Parent_brand_experience
c. Dependent Variable: Overall_Evaluation_extension
Coefficientsa
Model
Unstandardized Coefficients
B Std. Error
1 (Constant) 3.123 .159
Marketing_support .183 .049
2 (Constant) 2.517 .297
Marketing_support .201 .049
Parent_brand_experience .144 .060
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity Statistics
Beta Tolerance VIF
1 (Constant) 19.615 .000
Marketing_support .178 3.728 .000 1.000 1.000
2 (Constant) 8.477 .000
Marketing_support .195 4.065 .000 .978 1.022
Parent_brand_experience .116 2.413 .016 .978 1.022
a. Dependent Variable: Overall_Evaluation_extension
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
1 Parent_brand_experience .116a 2.413 .016 .116
Excluded Variablesb
Model
Collinearity Statistics
Tolerance VIF
Minimum
Tolerance
1 Parent_brand_experience .978 1.022 .978
Brand Extension Success: Mediation and Moderation analysis 402
a. Predictors in the Model: (Constant), Marketing_support
b. Dependent Variable: Overall_Evaluation_extension
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions
(Constant)
Marketing_supp
ort
Parent_brand_e
xperience
1 1 1.985 1.000 .01 .01
2 .015 11.415 .99 .99
2 1 2.968 1.000 .00 .00 .00
2 .027 10.555 .01 .68 .19
3 .006 23.229 .99 .32 .80
a. Dependent Variable: Overall_Evaluation_extension
Regression
Notes
Output Created 10-Nov-2014 19:37:13
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Brand Extension Success: Mediation and Moderation analysis 403
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R
ANOVA COLLIN TOL CHANGE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Brand_Image
/METHOD=ENTER
Consumer_Percieved_Fit.
Resources Processor Time 00 00:00:00.015
Elapsed Time 00 00:00:00.015
Memory Required 2316 bytes
Additional Memory Required
for Residual Plots
0 bytes
[DataSet1] G:\Data file of PhD thesis\Yasir Data 434.sav
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Consumer_Perc
ieved_Fit
. Enter
a. All requested variables entered.
b. Dependent Variable: Brand_Image
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .472a .222 .221 .48863
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .222 121.813 1 426 .000
Brand Extension Success: Mediation and Moderation analysis 404
a. Predictors: (Constant), Consumer_Percieved_Fit
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 29.084 1 29.084 121.813 .000a
Residual 101.710 426 .239
Total 130.793 427
a. Predictors: (Constant), Consumer_Percieved_Fit
b. Dependent Variable: Brand_Image
Coefficientsa
Model
Unstandardized Coefficients
B Std. Error
1 (Constant) 1.972 .165
Consumer_Percieved_Fit .508 .046
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity Statistics
Beta Tolerance VIF
1 (Constant) 11.923 .000
Consumer_Percieved_Fit .472 11.037 .000 1.000 1.000
a. Dependent Variable: Brand_Image
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions
(Constant)
Consumer_Perc
ieved_Fit
1 1 1.990 1.000 .01 .01
2 .010 13.933 .99 .99
a. Dependent Variable: Brand_Image
Brand Extension Success: Mediation and Moderation analysis 405
Regression
Notes
Output Created 10-Nov-2014 19:38:10
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R
ANOVA COLLIN TOL CHANGE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT
Overall_Evaluation_extension
/METHOD=ENTER
Consumer_Percieved_Fit.
Resources Processor Time 00 00:00:00.000
Elapsed Time 00 00:00:00.000
Memory Required 2316 bytes
Additional Memory Required
for Residual Plots
0 bytes
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Consumer_Perc
ieved_Fit
. Enter
Brand Extension Success: Mediation and Moderation analysis 406
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Consumer_Perc
ieved_Fit
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .108a .012 .009 .57864
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .012 4.996 1 426 .026
a. Predictors: (Constant), Consumer_Percieved_Fit
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 1.673 1 1.673 4.996 .026a
Residual 142.636 426 .335
Total 144.309 427
a. Predictors: (Constant), Consumer_Percieved_Fit
b. Dependent Variable: Overall_Evaluation_extension
Coefficientsa
Model
Unstandardized Coefficients
B Std. Error
1 (Constant) 4.141 .196
Consumer_Percieved_Fit -.122 .055
Coefficientsa
Model
Standardized
Coefficients t Sig. Collinearity Statistics
Brand Extension Success: Mediation and Moderation analysis 407
Beta Tolerance VIF
1 (Constant) 21.144 .000
Consumer_Percieved_Fit -.108 -2.235 .026 1.000 1.000
a. Dependent Variable: Overall_Evaluation_extension
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions
(Constant)
Consumer_Perc
ieved_Fit
1 1 1.990 1.000 .01 .01
2 .010 13.933 .99 .99
a. Dependent Variable: Overall_Evaluation_extension
Regression
Notes
Output Created 10-Nov-2014 19:38:58
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Brand Extension Success: Mediation and Moderation analysis 408
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R
ANOVA COLLIN TOL CHANGE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT
Overall_Evaluation_extension
/METHOD=ENTER
Consumer_Percieved_Fit
/METHOD=ENTER Brand_Image.
Resources Processor Time 00 00:00:00.016
Elapsed Time 00 00:00:00.016
Memory Required 2628 bytes
Additional Memory Required
for Residual Plots
0 bytes
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Consumer_Perc
ieved_Fit
. Enter
2 Brand_Image . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .108a .012 .009 .57864
2 .125b .016 .011 .57814
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .012 4.996 1 426 .026
2 .004 1.744 1 425 .187
Brand Extension Success: Mediation and Moderation analysis 409
a. Predictors: (Constant), Consumer_Percieved_Fit
b. Predictors: (Constant), Consumer_Percieved_Fit, Brand_Image
ANOVAc
Model Sum of Squares df Mean Square F Sig.
1 Regression 1.673 1 1.673 4.996 .026a
Residual 142.636 426 .335
Total 144.309 427
2 Regression 2.256 2 1.128 3.374 .035b
Residual 142.053 425 .334
Total 144.309 427
a. Predictors: (Constant), Consumer_Percieved_Fit
b. Predictors: (Constant), Consumer_Percieved_Fit, Brand_Image
c. Dependent Variable: Overall_Evaluation_extension
Coefficientsa
Model
Unstandardized Coefficients
B Std. Error
1 (Constant) 4.141 .196
Consumer_Percieved_Fit -.122 .055
2 (Constant) 4.290 .226
Consumer_Percieved_Fit -.083 .062
Brand_Image -.076 .057
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity Statistics
Beta Tolerance VIF
1 (Constant) 21.144 .000
Consumer_Percieved_Fit -.108 -2.235 .026 1.000 1.000
2 (Constant) 18.985 .000
Consumer_Percieved_Fit -.074 -1.350 .178 .778 1.286
Brand_Image -.072 -1.320 .187 .778 1.286
a. Dependent Variable: Overall_Evaluation_extension
Brand Extension Success: Mediation and Moderation analysis 410
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
1 Brand_Image -.072a -1.320 .187 -.064
Excluded Variablesb
Model
Collinearity Statistics
Tolerance VIF
Minimum
Tolerance
1 Brand_Image .778 1.286 .778
a. Predictors in the Model: (Constant), Consumer_Percieved_Fit
b. Dependent Variable: Overall_Evaluation_extension
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions
(Constant)
Consumer_Perc
ieved_Fit Brand_Image
1 1 1.990 1.000 .01 .01
2 .010 13.933 .99 .99
2 1 2.979 1.000 .00 .00 .00
2 .011 16.484 .04 .53 .90
3 .010 17.108 .96 .47 .10
a. Dependent Variable: Overall_Evaluation_extension
Regression
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Image . Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .107a .011 .009 .57870
Brand Extension Success: Mediation and Moderation analysis 411
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .011 4.916 1 426 .027
a. Predictors: (Constant), Brand_Image
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 1.646 1 1.646 4.916 .027a
Residual 142.663 426 .335
Total 144.309 427
a. Predictors: (Constant), Brand_Image
b. Dependent Variable: Overall_Evaluation_extension
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 4.132 .193 21.382 .000
Brand_Image -.112 .051 -.107 -2.217 .027
Coefficientsa
Model
Collinearity Statistics
Tolerance VIF
1 (Constant)
Brand_Image 1.000 1.000
a. Dependent Variable: Overall_Evaluation_extension
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions
(Constant) Brand_Image
1 1 1.989 1.000 .01 .01
2 .011 13.743 .99 .99
Brand Extension Success: Mediation and Moderation analysis 412
a. Dependent Variable: Overall_Evaluation_extension
Regression
Notes
Output Created 10-Nov-2014 19:43:02
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R
ANOVA COLLIN TOL CHANGE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT
Percieved_risk_unknown
/METHOD=ENTER Brand_Image.
Resources Processor Time 00 00:00:00.032
Elapsed Time 00 00:00:00.015
Memory Required 2316 bytes
Additional Memory Required
for Residual Plots
0 bytes
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Brand_Image . Enter
Brand Extension Success: Mediation and Moderation analysis 413
Notes
Output Created 10-Nov-2014 19:43:02
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R
ANOVA COLLIN TOL CHANGE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT
Percieved_risk_unknown
/METHOD=ENTER Brand_Image.
Resources Processor Time 00 00:00:00.032
Elapsed Time 00 00:00:00.015
Memory Required 2316 bytes
a. All requested variables entered.
b. Dependent Variable: Percieved_risk_unknown
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .330a .109 .107 .53656
Model Summary
Model Change Statistics
Brand Extension Success: Mediation and Moderation analysis 414
R Square
Change F Change df1 df2 Sig. F Change
1 .109 52.054 1 426 .000
a. Predictors: (Constant), Brand_Image
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 14.986 1 14.986 52.054 .000a
Residual 122.642 426 .288
Total 137.628 427
a. Predictors: (Constant), Brand_Image
b. Dependent Variable: Percieved_risk_unknown
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 4.260 .179 23.780 .000
Brand_Image -.338 .047 -.330 -7.215 .000
Coefficientsa
Model
Collinearity Statistics
Tolerance VIF
1 (Constant)
Brand_Image 1.000 1.000
a. Dependent Variable: Percieved_risk_unknown
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions
(Constant) Brand_Image
1 1 1.989 1.000 .01 .01
2 .011 13.743 .99 .99
a. Dependent Variable: Percieved_risk_unknown
Regression
Brand Extension Success: Mediation and Moderation analysis 415
Notes
Output Created 10-Nov-2014 19:44:00
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R
ANOVA COLLIN TOL CHANGE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT
Overall_Evaluation_extension
/METHOD=ENTER Brand_Image
/METHOD=ENTER
Percieved_risk_unknown.
Resources Processor Time 00 00:00:00.000
Elapsed Time 00 00:00:00.017
Memory Required 2628 bytes
Additional Memory Required
for Residual Plots
0 bytes
[DataSet1] G:\Data file of PhD thesis\Yasir Data 434.sav
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
Brand Extension Success: Mediation and Moderation analysis 416
1 Brand_Image . Enter
2 Percieved_risk_
unknown
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .107a .011 .009 .57870
2 .107b .011 .007 .57937
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .011 4.916 1 426 .027
2 .000 .012 1 425 .911
a. Predictors: (Constant), Brand_Image
b. Predictors: (Constant), Brand_Image, Percieved_risk_unknown
ANOVAc
Model Sum of Squares df Mean Square F Sig.
1 Regression 1.646 1 1.646 4.916 .027a
Residual 142.663 426 .335
Total 144.309 427
2 Regression 1.651 2 .825 2.459 .087b
Residual 142.658 425 .336
Total 144.309 427
a. Predictors: (Constant), Brand_Image
b. Predictors: (Constant), Brand_Image, Percieved_risk_unknown
c. Dependent Variable: Overall_Evaluation_extension
Coefficientsa
Model
Unstandardized Coefficients
B Std. Error
Brand Extension Success: Mediation and Moderation analysis 417
1 (Constant) 4.132 .193
Brand_Image -.112 .051
2 (Constant) 4.157 .295
Brand_Image -.114 .054
Percieved_risk_unknown -.006 .052
Coefficientsa
Model
Standardized
Coefficients
t Sig.
Collinearity Statistics
Beta Tolerance VIF
1 (Constant) 21.382 .000
Brand_Image -.107 -2.217 .027 1.000 1.000
2 (Constant) 14.084 .000
Brand_Image -.109 -2.127 .034 .891 1.122
Percieved_risk_unknown -.006 -.112 .911 .891 1.122
a. Dependent Variable: Overall_Evaluation_extension
Excluded Variablesb
Model Beta In t Sig.
Partial
Correlation
1 Percieved_risk_unknown -.006a -.112 .911 -.005
Excluded Variablesb
Model
Collinearity Statistics
Tolerance VIF
Minimum
Tolerance
1 Percieved_risk_unknown .891 1.122 .891
a. Predictors in the Model: (Constant), Brand_Image
b. Dependent Variable: Overall_Evaluation_extension
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions
(Constant) Brand_Image
Percieved_risk_
unknown
1 1 1.989 1.000 .01 .01
Brand Extension Success: Mediation and Moderation analysis 418
2 .011 13.743 .99 .99
2 1 2.957 1.000 .00 .00 .00
2 .037 8.889 .00 .21 .47
3 .006 22.399 1.00 .79 .52
a. Dependent Variable: Overall_Evaluation_extension
Regression
Notes
Output Created 10-Nov-2014 19:46:38
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R
ANOVA COLLIN TOL CHANGE
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT
Overall_Evaluation_extension
/METHOD=ENTER
Parent_Brand_Conviction.
Resources Processor Time 00 00:00:00.000
Elapsed Time 00 00:00:00.000
Memory Required 2316 bytes
Additional Memory Required
for Residual Plots
0 bytes
Brand Extension Success: Mediation and Moderation analysis 419
Variables Entered/Removedb
Model
Variables
Entered
Variables
Removed Method
1 Parent_Brand_
Conviction
. Enter
a. All requested variables entered.
b. Dependent Variable: Overall_Evaluation_extension
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .070a .005 .003 .58058
Model Summary
Model
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .005 2.125 1 426 .146
a. Predictors: (Constant), Parent_Brand_Conviction
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression .716 1 .716 2.125 .146a
Residual 143.593 426 .337
Total 144.309 427
a. Predictors: (Constant), Parent_Brand_Conviction
b. Dependent Variable: Overall_Evaluation_extension
Coefficientsa
Model
Unstandardized Coefficients
B Std. Error
1 (Constant) 3.386 .222
Parent_Brand_Conviction .080 .055
Coefficientsa
Brand Extension Success: Mediation and Moderation analysis 420
Model
Standardized
Coefficients
t Sig.
Collinearity Statistics
Beta Tolerance VIF
1 (Constant) 15.246 .000
Parent_Brand_Conviction .070 1.458 .146 1.000 1.000
a. Dependent Variable: Overall_Evaluation_extension
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions
(Constant)
Parent_Brand_
Conviction
1 1 1.992 1.000 .00 .00
2 .008 15.766 1.00 1.00
a. Dependent Variable: Overall_Evaluation_extension
Matrix
Notes
Output Created 10-Nov-2014 19:47:42
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Brand Extension Success: Mediation and Moderation analysis 421
Syntax MATRIX.
get dd/variables =
Overall_Evaluation_extension
Consumer_Percieved_concept
Brand_Loyalty Brand_Image
Parent_Brand_Conviction /names =
nm/MISSING = OMIT.
compute temp = ncol(dd).
get dd2/variables =
Overall_Evaluation_extension
Consumer_Percieved_concept
Brand_Loyalty Brand_Image
Parent_Brand_Conviction/MISSING =
OMIT.
compute nc = ncol(dd)-ncol(dd2).
compute ovals = ncol(design(dd(:,1))).
do if (ovals = 2).
compute omx = cmax(dd(:,1)).
compute omn = cmin(dd(:,1)).
compute dd(:,1) = (dd(:,1) = omx).
compute rcd = {omn, 0; omx, 1}.
end if.
compute nm = t(nm).
compute outv = t(nm(1,1)).
compute n = nrow(dd).
compute nv = ncol(dd).
compute con = make(n,1,1).
compute dat2 = dd.
compute dat = dd.
compute bzx = make(nv-2-nc,1,0).
compute bzxse = make(nv-2-nc,1,0).
compute b=make((nv-1-nc),(nv-1-
nc),0).
compute resid = make(n,(nv-nc),0).
compute info = make((2*(nv-nc-
2)+1),(2*(nv-nc-2)+1),0).
compute imat = make(ncol(info),4,1).
compute imat(1:(nv-nc-2),1)=t({2:(nv-
nc-1):1}).
compute imat(1:(nv-nc-2),3)=t({2:(nv-
nc-1):1}).
compute imat((nv-nc-1):(ncol(info)-
1),2)=t({2:(nv-nc-1):1}).
compute imat((nv-nc-1):(ncol(info)-
1),4)=t({2:(nv-nc-1):1}).
compute imat((nv-nc-1):(ncol(info)-
Brand Extension Success: Mediation and Moderation analysis 422
Resources Processor Time 00 00:00:00.826
Elapsed Time 00 00:00:00.889
Run MATRIX procedure:
*****************************************************************
Dependent, Independent, and Proposed Mediator Variables:
DV = Overall_
IV = Consumer
MEDS = Brand_Lo
Brand_Im
Parent_B
Sample size
428
IV to Mediators (a paths)
Coeff se t p
Brand_Lo -.0257 .0388 -.6624 .5081
Brand_Im .5401 .0382 14.1493 .0000
Parent_B .2647 .0409 6.4780 .0000
Direct Effects of Mediators on DV (b paths)
Coeff se t p
Brand_Lo .1268 .0595 2.1302 .0337
Brand_Im -.1004 .0641 -1.5673 .1178
Parent_B .1750 .0598 2.9262 .0036
Total Effect of IV on DV (c path)
Coeff se t p
Consumer -.1383 .0481 -2.8721 .0043
Direct Effect of IV on DV (c' path)
Coeff se t p
Consumer -.1271 .0578 -2.1979 .0285
Model Summary for DV Model
R-sq Adj R-sq F df1 df2 p
.0490 .0401 5.4540 4.0000 423.0000 .0003
*****************************************************************
BOOTSTRAP RESULTS FOR INDIRECT EFFECTS
Brand Extension Success: Mediation and Moderation analysis 423
Indirect Effects of IV on DV through Proposed Mediators (ab paths)
Data Boot Bias SE
TOTAL -.0112 -.0122 -.0010 .0385
Brand_Lo -.0033 -.0045 -.0012 .0080
Brand_Im -.0542 -.0540 .0003 .0381
Parent_B .0463 .0463 .0000 .0194
Bias Corrected Confidence Intervals
Lower Upper
TOTAL -.0873 .0694
Brand_Lo -.0264 .0078
Brand_Im -.1359 .0173
Parent_B .0120 .0934
*****************************************************************
Level of Confidence for Confidence Intervals:
95
Number of Bootstrap Resamples:
1000
********************************* NOTES
**********************************
------ END MATRIX -----
Descriptives
Notes
Output Created 10-Nov-2014 19:48:41
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Missing Value Handling Definition of Missing User defined missing values are
treated as missing.
Brand Extension Success: Mediation and Moderation analysis 424
Cases Used All non-missing data are used.
Syntax DESCRIPTIVES
VARIABLES=Brand_Image
Consumer_Percieved_concept
Consumer_Percieved_Fit
Parent_Brand_Conviction
Marketing_support
Percieved_risk_unknown
Parent_brand_experience
Brand_Loyalty Brand_evangelist
Overall_Evaluation_extension
/STATISTICS=MEAN SUM STDDEV
MIN MAX KURTOSIS SKEWNESS.
Resources Processor Time 00 00:00:00.000
Elapsed Time 00 00:00:00.000
Descriptive Statistics
N Minimum Maximum Sum Mean Std. Deviation
Statistic Statistic Statistic Statistic Statistic Statistic
Brand_Image 428 2.00 5.00 1617.17 3.7784 .55345
Consumer_Percieved_conc
ept
428 1.83 4.83 1542.17 3.6032 .57943
Consumer_Percieved_Fit 428 2.00 4.80 1520.80 3.5533 .51330
Parent_Brand_Conviction 428 2.00 5.00 1719.00 4.0164 .51214
Marketing_support 428 1.50 4.50 1364.50 3.1881 .56355
Percieved_risk_unknown 428 1.33 4.67 1276.00 2.9813 .56773
Parent_brand_experience 428 2.33 4.67 1638.67 3.8287 .46834
Brand_Loyalty 428 2.00 5.00 1701.25 3.9749 .46396
Brand_evangelist 428 2.00 5.00 1724.50 4.0292 .53537
Overall_Evaluation_extensio
n
428 2.33 5.00 1586.90 3.7077 .58134
Valid N (listwise) 428
Descriptive Statistics
Skewness Kurtosis
Statistic Std. Error Statistic Std. Error
Brand_Image -.648 .118 .455 .235
Brand Extension Success: Mediation and Moderation analysis 425
Consumer_Percieved_conc
ept
-.642 .118 -.150 .235
Consumer_Percieved_Fit -.499 .118 .003 .235
Parent_Brand_Conviction -.857 .118 2.295 .235
Marketing_support .148 .118 .226 .235
Percieved_risk_unknown .142 .118 -.081 .235
Parent_brand_experience -.546 .118 .303 .235
Brand_Loyalty -.312 .118 2.469 .235
Brand_evangelist -.749 .118 1.851 .235
Overall_Evaluation_extensio
n
.234 .118 .157 .235
Valid N (listwise)
PPlot
Notes
Output Created 10-Nov-2014 19:49:57
Comments
Input Data G:\Data file of PhD thesis\Yasir Data
434.sav
Active Dataset DataSet1
Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data
File
428
Date <none>
Missing Value Handling Definition of Missing User-defined missing values are
treated as missing.
Cases Used For a given sequence or time series
variable, cases with missing values are
not used in the analysis. Cases with
negative or zero values are also not
used, if the log transform is requested.
Brand Extension Success: Mediation and Moderation analysis 426
Syntax PPLOT
/VARIABLES=Brand_Image
Consumer_Percieved_concept
Consumer_Percieved_Fit
Parent_Brand_Conviction
Marketing_support
Percieved_risk_unknown
Parent_brand_experience
Brand_Loyalty Brand_evangelist
Overall_Evaluation_extension
/NOLOG
/NOSTANDARDIZE
/TYPE=P-P
/FRACTION=BLOM
/TIES=MEAN
/DIST=NORMAL.
Resources Processor Time 00 00:00:05.038
Elapsed Time 00 00:00:04.820
Use From First observation
To Last observation
Time Series Settings (TSET) Amount of Output PRINT = DEFAULT
Saving New Variables NEWVAR = CURRENT
Maximum Number of Lags in
Autocorrelation or Partial
Autocorrelation Plots
MXAUTO = 16
Maximum Number of Lags
Per Cross-Correlation Plots
MXCROSS = 7
Maximum Number of New
Variables Generated Per
Procedure
MXNEWVAR = 60
Maximum Number of New
Cases Per Procedure
MXPREDICT = 1000
Treatment of User-Missing
Values
MISSING = EXCLUDE
Confidence Interval
Percentage Value
CIN = 95
Brand Extension Success: Mediation and Moderation analysis 427
Tolerance for Entering
Variables in Regression
Equations
TOLER = .0001
Maximum Iterative
Parameter Change
CNVERGE = .001
Method of Calculating Std.
Errors for Autocorrelations
ACFSE = IND
Length of Seasonal Period Unspecified
Variable Whose Values
Label Observations in Plots
Unspecified
Equations Include CONSTANT
[DataSet1] G:\Data file of PhD thesis\Yasir Data 434.sav
Model Description
Model Name MOD_1
Series or Sequence 1 Brand_Image
2 Consumer_Percieved_concept
3 Consumer_Percieved_Fit
4 Parent_Brand_Conviction
5 Marketing_support
6 Percieved_risk_unknown
7 Parent_brand_experience
8 Brand_Loyalty
9 Brand_evangelist
10 Overall_Evaluation_extension
Transformation None
Non-Seasonal Differencing 0
Seasonal Differencing 0
Length of Seasonal Period No periodicity
Standardization Not applied
Distribution Type Normal
Location estimated
Scale estimated
Fractional Rank Estimation Method Blom's
Rank Assigned to Ties Mean rank of tied values
Applying the model specifications from MOD_1
Brand Extension Success: Mediation and Moderation analysis 428
Case Processing Summary
Brand_Image
Consumer_Perc
ieved_concept
Consumer_Perc
ieved_Fit
Series or Sequence Length 428 428 428
Number of Missing Values in
the Plot
User-Missing 0 0 0
System-Missing 0 0 0
Case Processing Summary
Parent_Brand_
Conviction
Marketing_supp
ort
Percieved_risk_
unknown
Series or Sequence Length 428 428 428
Number of Missing Values in
the Plot
User-Missing 0 0 0
System-Missing 0 0 0
Case Processing Summary
Parent_brand_e
xperience Brand_Loyalty
Series or Sequence Length 428 428
Number of Missing Values in
the Plot
User-Missing 0 0
System-Missing 0 0
Case Processing Summary
Brand_evangeli
st
Overall_Evaluati
on_extension
Series or Sequence Length 428 428
Number of Missing Values in
the Plot
User-Missing 0 0
System-Missing 0 0
The cases are unweighted.
Estimated Distribution Parameters
Brand_Image
Consumer_Perc
ieved_concept
Consumer_Perc
ieved_Fit
Parent_Brand_
Conviction
Normal Distribution Location 3.7784 3.6032 3.5533 4.0164
Scale .55345 .57943 .51330 .51214
Brand Extension Success: Mediation and Moderation analysis 429
Estimated Distribution Parameters
Marketing_supp
ort
Percieved_risk_
unknown
Parent_brand_e
xperience Brand_Loyalty
Normal Distribution Location 3.1881 2.9813 3.8287 3.9749
Scale .56355 .56773 .46834 .46396
Estimated Distribution Parameters
Brand_evangeli
st
Overall_Evaluati
on_extension
Normal Distribution Location 4.0292 3.7077
Scale .53537 .58134
The cases are unweighted.
Brand_Image
Brand Extension Success: Mediation and Moderation analysis 430
Consumer_Percieved_concept
Brand Extension Success: Mediation and Moderation analysis 431
Consumer_Percieved_Fit
Brand Extension Success: Mediation and Moderation analysis 432
Parent_Brand_Conviction
Brand Extension Success: Mediation and Moderation analysis 433
Marketing_support
Brand Extension Success: Mediation and Moderation analysis 434
Percieved_risk_unknown
Brand Extension Success: Mediation and Moderation analysis 435
Parent_brand_experience
Brand Extension Success: Mediation and Moderation analysis 436
Brand_Loyalty
Brand Extension Success: Mediation and Moderation analysis 437
Brand_evangelist
Brand Extension Success: Mediation and Moderation analysis 438
Overall_Evaluation_extension
Brand Extension Success: Mediation and Moderation analysis 439