chapter 4-final + mod
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Chapter 4 – Data Analysis and Results
This chapter aims to determine the influence of innovative distribution channels on the
performance of market. For this particular purpose, a questionnaire survey was conducted with
the FMCG employees regarding the development of distribution systems. In total, the
questionnaire incorporated 163 questions all of which were linked with the influence of
innovation on the size, growth, and profitability of the FMCGs. With 500 questionnaires, only
104 were returned where the frequency of males and females was 71 and 33 respectively. In the
same manner, the respondents had different qualification levels which ranged from high school
to PHD with their respective departments and majors. The age group of the respondents had a
range of 18 till 65.
The data reflects the analysis of 40 different companies. However, the data is not
adequate enough due to time shortage or lack of interest demonstrated from the respondents but
still it would help in analysing the data reflecting the main theme of the research study along
with the hypothetical tests as well.
Data Analysis
The following section will analyse the data that is collected from the respondents in
accordance with the questionnaire survey. It includes a general analysis of the respondents and
some other essential variables in order to comprehensively analyze the data.
1
Gender Distribution
For the repondents who were interviewed, it included a total of 107 respondents of which
74 were males while 33 were females.
Gender Distribution Percentage
Male 74 69%
Female 33 31%
Total 107
2
Age Distribution
There was a diverse range of age group for the respodents which ranged from 18 till 65. It
is quite clear that through the opinions and viewpoints of different age groups, it would be easier
to have diverse perspectives about the innovative distribution channel on the profitability and
growth of FMCGs. Hence, the ages are divided in to several age groups which are illustrated
below:
Age Frequency Percentage Mean Standard Deviation
18-25 2 2% 21.4 22.79912279
26-35 44 41%
36-45 48 45%
46-55 11 10%
56-65 2 2%
Total 107
From the above table, it was found that the critical age group that was involved in this
study ranged from 26-55. This was the potential age group for this research. These age groups
can provide relevant and critical information that would be quite significant for the research
being conducted. Hence, the analysis of data would be quite fair enough.
3
Educational Qualification
Educational qualification is quite necessary for the researcher to be aware of for this
particular study. Since in accordance with the respective qualification, the researcher will be able
to understand the dependency of the relevant viewpoints on the actual question being surveyed.
However, one thing is for sure that the higher the qualification, the more accurate and suitable
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answers would be available for the research to proceed further quite smoothly. The data for
educational distribution is illustrated below:
Qualification Frequency (N) Percentage (%)
High school 14 13.5
Under graduate 30 28.8
Bachelor 22 21.1
Masters 36 34.6
Phd 2 1.9
High school Under graduate Bachelor Masters Phd0
5
10
15
20
25
30
35
40
14
30
22
36
2
Qualification
The most number of respondents had the qualification of undergraduate, Bachelors and
Masters. The highly qualified PHDs included only 2 respondents. Qualification can be positively
related to the responses for this particular research because the more knowledge a person has in
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accordance with his qualification, the more accurately he will be able to answer the questions
within the questionnaire keeping in mind his broad knowledge and deep insights.
Work Experience
The work experience will also be significant element for this particular research. This is
because the more experience within the company an individual would possess, the more easily
and relevantly the ability to answer would be there. Therefore, it is quite pivotal to learn about
the work experience so as to make sure the data is reliable and effective. The data for work
experience is as below:
Years Frequency (N) Percentage (%)
1-5 25 24.0
6-10 41 39.4
11-15 22 21.1
16-20 14 13.5
21-25 2 1.9
6
1-5 6-10 11-15 16-20 21-25
25
41
22
14
2
Work Experience
From the above data, the work experience of more than 15 years did not include that
much respondents as mentioned earlier that with a greater work experience, the responses from
the respondents will be fairly appropriate but it can also be said that the those have less than or
equal to 10 years of work experience could have the ability to observe critical patterns and trends
in the innovative distribution within their respective FMCG company. Hence, the work
experience of 6-10 years had the most number of respondents for this particular research.
Respondents Position
It is quite true that the department of the respondent is quite important for this research
survey. This is due to the fact that if the research survey is linked with the exact department and
designation of the respondent, the answer would be quite nearer to 100% or even 100% valid.
Hence, the position of the participants is quite necessary to be learnt. In this particular research,
there were several positions/departments included in the survey. Among them illustrated below,
the most effective ones would be related to marketing, physical distribution, CEO and corporate
function as well. The results in accordance with the respodents position are as below:
7
Description Frequency (N) Percentage (%)
Corporate function 17 16.5
Sales 34 33.2
Marketing 12 11.5
Physical distribution 6 5.8
CEO/Owner 10 9.82
Daughter/Subsidiary company 6 5.8
Mother company 11 10.6
Planning department 1 0.821
Purchasing department 1 0.821
Accounting 1 0.821
Category and channel sales development 1 0.8218
Information and communications technology 1 0.821
Consultant 1 0.321
Production 2 1.9
0102030 17
34
126 10
6 111 1 1 1 1 1 2
Respondents Organizatonal Department
From the above table, it can be said that the respondents from the sales department were
included in a greater amount so as to learn about the effectiveness of innovative distribution.
This could be due to the fact that a product distribution influences the sales and hence, a greater
number of respondents were included in the research survey. This would then be emulated by the
correlation with the factors like the quality of product, positioning, and reputation of marketers
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along with the efforts of marketing, corporate function, CEO and finally a need for coordination
among such elements.
Company Characteristics
It should be accepted that the characteristics of any particular company would facilitate in
this research to learn the impact of innovative distribution on the performance within the market
itself. The characteristics will itself prove to be essential factors that could have a close link with
the innovative distribution. The innovative ability is perceived today as one noteworthy approach
to acquire competitive advantage for the marketing of the services and products specifically and
within the corporate world generally. A firm that is innovative would promptly lend the support
to novelty, new ideas, and the innovative procedures that may bring about new products,
technological process along with the services. One conventional method for acquiring
competitive advantage is to make new product yet can be effectively replicated. Minimal
products costs as a competitive advantage likewise experiences sustainability while the name of
the brand as a competitive advantage is conceivable just if there is a well reputed brand. The data
for the characteristics of the company is as below:
10
Running head: [Shortened Title up to 50 Characters] 11
Variable Description Frequency(N) Percentage
(%)
No of employees in
company
≤ 50 23 22.34
50-250 12 11.5
250-5,000 35 34.5
5,000-10,000 8 7.63
10,000-50,000 17 16.54
>50,000 9 8.71
How old is company ≤10 years 20 19.81
10-25 years 44 43.22
25-50 years 7 6.57
50-100 years 12 11.5
>100 years 21 20.98
Company’s annual turnover 0.5-1 billion € 10 9.82
> 1billion € 30 29.76
≤ 5 billion € 20 19.81
5-10 billion € 8 7.63
10-20 billion € 7 6.57
12
20-100 billion € 19 18.76
100-500 billion € 10 9.82
Company’s yearly R and D
spending
There is no budget for R and D 31 30.23
≤ 0.5% 15 14.33
0.5-1% 16 15.76
1-2% 8 7.63
2-4% 9 8.71
4-6% 8 7.63
>6% 17 16.54
No of FMCG brands,
company is dealing with
≤ 5 35 34.44
5-15 18 17.83
15-50 20 19.81
>50 31 30.23
No of different FMCG
products
≤10 13 12.56
10-50 12 11.5
50-100 9 8.71
>100 70 69.31
Type of FMCG products Electric/electronic products 18 17.56
Food products 17 16.54
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Care products (toiletries) 2 1.9
Medicine/drug 1 0.821
Products for animals 1 0.821
Cigarettes 2 1.9
Beauty products 1 0.821
Drinks 1 0.821
Type of FMCG products
(multiple products)
Electric/electronic products 38 37.67
Food products 50 49.54
Care products (toiletries) 53 52.43
Household products 50 49.14
Medicine/drug 13 12.56
Products for animals 22 21.1
Automotive parts 1 0.821
Cosmetics 1 0.821
Accessories for phones 1 0.821
Personal care products 43 42.56
Newspapers and magazines 1 0.821
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In accordance with the characteristics of the company, it could be that after the data gets
analyzed, it can be known perfectly the basic charactertistics of the company that has the most
effective and innovative distribution strategy. These characteristics would definitely reflect
towards that company that has the reliable innovative distribution strategy through which every
business and company will come to know the ideal requirement for the company where
innovative distribution can be implemented either directly or indirectly.
Innovative Investments
This is one of the most significant aspect of the research study. This would let the
researcher know about the time plan for innovative investments. It is quite critical to
know that innovations can facilitate in the exploration of the opportunities that basically
exist or can even emerge in the near future (Vaile, 2010). Businesses not only fulfill the
organizational or customer needs, but also make an anticipation of trends in future and
hence, make a development of a service, product or idea which would further allow them
the reach the demand for future quite instantly ('Training delivers for distribution company',
2010). Due to innovation, it will definitely bolster the market competitiveness, trends shift
and technologies as well. The data for this particular aspect is as below:
Description Frequency (N) Percentage (%)
Rarely 12 11.5
Whenever there is need 16 15.44
Whenever there is a chance 8 7.63
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15
Once in 2 years 12 11.5
Only when forced from outside 3 2.53
1-2 times per year 21 20.81
3-5 times per year 2 1.9
Permanently 27 26.72
Never 2 1.9
More than 10 times per year 1 0.821
Once in 5 years 1 0.821
Rarely
Whene
ver th
ere is
need
Whene
ver th
ere is
a ch
ance
Once i
n 2 ye
ars
Only w
hen f
orced
from
outsi
de
1-2 tim
es pe
r year
3-5 tim
es pe
r year
Perman
ently
Never
More th
an 10
times
per y
ear
Once i
n 5 ye
ars0
5
10
15
20
25
30
Innovative Investments
Majority of the respondents answered in favor of the permanent innovative
investment. Numerous organizations are making an adoption of the measures to fortify
innovative ability. Such organizations are developing a framework for development and 15
16
innovation which is found to be a critical component of corporate sustainability. Research
has shown that when competition is blended with a significant demand is a noteworthy
innovative driver. The competitive intensity is the determinant of productivity and
innovation. Innovation, other than services and products, additionally incorporates new
methods of management, new processes and new business frameworks, which have a
critical effect on efficiency and development. However, more than 15 respondents also
confirmed that company makes innovative investments at least 1-2 times annually
(Eklund & Waluszewski, 2015). Some companies make innovative investment whenever
there is a need to do so. Some of the other factors like forceful innovation were not
favored completely.
Market Position
The market position of the company would let the researcher know as to in what
market the FMCG operates in. This would let the research to understand which
companies implements innovation in which market and that where the market
performance has boosted considerably due to innovation. Therefore, this data is also
important and significant aspect of the study. It is illustrated below:
Description Agree N (%) Partially
Agree N (%)
Neutral N
(%)
Company is in FMCG industry 67 (66.5) 14 2
16
17
(13.5) (1.9)
Company is in FMCG retail 8
(7.63)
25 (24.39) 14
(13.43)
Company is in FMCG wholesale 24
(23.32)
23
(22.34)
12 (11.59)
Company is in FMCG distribution 13 (12.97) 47
(46.55)
14
(13.43)
Company is in FMCG manufacturer 2
(1.9)
58
(57.46)
16
(15.48)
Domestic is main market 12 (11.59) 53
(52.61)
11
(10.69)
Europe is main market 4
(3.45)
54
(53.35)
34
(33.17)
Whole world is market 32
(31.49)
20
(19.47)
5
(4.26)
Surrounding countries is main market 23
(22.34)
28
(27.91)
34
(33.17)
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18
Compa
ny is
in FM
CG indu
stry
Compa
ny is
in FM
CG retai
l
Compa
ny is
in FM
CG who
lesale
Compa
ny is
in FM
CG distr
ibutio
n
Compa
ny is
in FM
CG man
ufactu
rer
Domest
ic is
main m
arket
Europe
is m
ain m
arket
Whole
world i
s mark
et
Surrou
nding
coun
tries i
s main
mark
et0
10203040506070
Market Position of Company
Agree N (%) Partially Agree N (%) Neutral N (%)
Majority of the respondents were of the view that the company is in FMCG
industry. In the FMCG industry, the sector is mainly characterized by the need to
diminish time to market and make a discovery of the new developmental ideas for
generating new products, firms are always looking forward for innovation and ideas that
will give them a competitive position (Barge-Gil, 2013). Significant enterprises need brand
new technology and ideas to enhance the innovative processes. However, it can be said
that still small firms are critical innovative generators however are ordinarily constrained
by a resource.
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19
Innovation, Implementation and reflection to the employer’s Company
The data gathered for this particular scenario is illustrated below:
Description Agree N
(%)
Partially
Agree N
(%)
Neutral
N (%)
Partially
disagree
N (%)
Disagree
N (%)
Company develops innovations
itself
48 30 8 6 8
Company prefers improvements in
distributions than innovations
24 37 10 12 16
Company is always in search for
new and innovative distribution
33 33 10 15 9
Company focuses on innovation in
distribution from outside
22 43 17 7 11
Company is not using third party
solution in distribution
7 21 18 20 35
Company use external consultants
for innovation
17 31 17 14 21
Satisfactory innovation
implementation in the company
15 41 20 13 11
Company has a culture of
innovation
17 38 21 8 16
19
20
Company has certain model for
innovation
32 29 16 9 14
There is a team within the company
which search for innovations that
can be used in the FMCG
Distribution
16 32 23 11 18
The company innovates by
implementing new technology
22 21 13 20 23
The company is searching for the
new possibilities in distribution
34 37 15 7 7
The company is testing different
innovative models (i.e. linear
model, user model, private-
collective model
41 38 12 5 5
The company innovates in physical
distribution
18 19 33 14 17
The company innovates in
marketing
18 37 18 13 14
The company innovates in
assortment
34 36 9 14 7
The company innovates in new
marketing channels
45 40 7 6 3
20
21
The company innovates in
distribution channels
34 37 9 9 10
The company innovating in sales
channels
30 38 9 12 10
The company awards creativity
and innovativity
38 38 7 6 10
The importance of the innovation has grown significantly. This means that
inventiveness is found to be a core factor for influencing the strategic planning. Before,
numerous associations have possessed the capacity to survive even with extremely
constrained measures of innovation. Their main focus is to make a provision of quality
products and upgrade them to such an extent that helps them to acquire a competitive
advantage within the market. Such methodology is still applicable to a few products that
have fewer opportunities for innovation and longer life cycles.
As of late on the other hand, a few patterns have been developed that drive the
process of innovation. Because of variables, for example, outsourcing and globalization,
it is explored that there are a lot of efforts made to enhance productivity and efficiency of
the companies or organizations. Organizations require more than great products to
survive; they oblige those processes that are innovative emulated by the management that
can drive down expenses and enhance efficiency (Barge-Gil, 2013).
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That is the main reason as to why majority of the respondents have agreed to the
fact that the company develops the innovation by itself. Their responses are illustrated
below
Agree Partially Agree Neutral Partially Disagree Disagree
48%
30%
8% 6% 8%
Developing Innovation Itself
On the other hand, distribution is found to be as one of the essential marketing
mixes.The distribution has a very important role in marketing and in the entire economy
that can detailed out below:
The concept of marketing stresses on the profit earning through customer
satisfaction. Other than the research within the market for the sales and development of
merchandise as per the wants and needs of buyers, the distribution channel participants
likewise assist the producers in accordance with the new goods production.
The function of distribution serves to enhance standard of life for the customers
within the society. An appropriate distribution of essential services and products to the
buyers effectively at the suitable and appropriate time fulfill them as well as leads to the
bringing of change in the standard of their life. Distribution results in the enhancement in
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the standard of purchasers through increase in income, employment generation and
exchange of proprietorship. Consequently, it acquires constructive outcome within the
general society. The elements of distribution, for example, warehousing, transportation,
inventory management and so forth build the significance of products by developing time
utility, place utility along with quality utility as well. The distribution mix assumes an
essential part to enhance the value of products through the delivery of merchandise in an
appropriate quantity, at perfect place and ideal time. Distribution serves as connection
between consumers and producers. Producers can make an informational flow and
messages to shoppers about their price, product, its promotion and so forth through the
members of the channel. So also, they get data about competitors, clients and changes
within the environment from the members of the channel. Due to this, 24% of the
respondents have agreed with the statement that companies prefer improvements in the
distribution rather than innovation. In the same manner, 37% have partially agreed with
this. The data for this illustrated below:
Agree Partially Agree Neutral Partially Disagree Disagree
24%
37%
10%12%
16%
Improvements in Distribution rather than Innovation
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16% of the respondents prefer improvements in innovation rather than distribution
while 12% partially disagree with this. It is quite critical to point out those who agree and
disagree because their viewpoints are quite significant for the researcher to understand
their opinions. Both of the groups would have their own experience in the FMCG
industry and they have respondents as per their experience, knowledge and insight.
Therefore, both answers can be considered significant keeping in mind that innovation
and distirbution both are quite critical for the success of the company to acquire a
strategic advantage and become dominant enough to be the leader of the industry over the
competitors.
It is definitely true that innovative distribution strategy is one of the significant features
associated with the purchase as to where and when a person can purchase the product. In
accordance with the innovative distribution strategy, one can acquire the capability of enhancing
sales and capturing it from the rivals while being more available or convenient than different
choices. For instance, would one be able to review the brand of gas purchased the last time one
halted at the roadway rest stop? Most likely this is not the case at all, on the grounds that it didn't
make a difference as to which brand was being offered at that time and the person purchased it in
light of the fact that one figures out to obtain one of the slots at that stop which is utilizing a
distribution strategy. Innovative distribution is found to be range of activities that are associated
with reliable and efficient movement of the finished product from productive operation to the
buyer. Innovative distribution is found to be as one of the environments where the management
of sales operates basically. It is also noticed that sales service, innovative distribution, product or
service brand management were found to be the interface of sales associated with marketing and
these accounted to a significant extent for the organizational market share that operates within the
industries. The data analysis for this variable is illustrated below:
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A g r e e P a r t i a l l y A g r e e
N e u t r a l P a r t i a l l y d i s a g r e e
D i s a g r e e
22
43
17
711
Innovative Distribution
The figure illustrates the importance of innovative distribution as 33% of the respondents
agreed with the fact that the company is always in search of innovative distribution while 33%
partially agreed with this.
It is further explored that almost innovations happen outside that boundaries that are self
imposed and that is the reason, organizations need to stretch out to every one of their limits.
Organizations comprehend that today innovation is not only within the walls of one specific
organization. The world "assimilates" more innovation than individuals can transform into more
noteworthy value however they have to put in endeavors to acquire this and check whether and
where its quality can mismatch. This will be accomplished probably within an innovative
distribution which would demand that everybody add to innovative ideas and give them on a
reliable premise the feasible context and content fit that is needed particularly. In this way,
organizations need to keep on continuing to push the innovation made regularly locally, provides
support to the organization in a form of back up so it can conceivably transform such insights
towards innovation that will discover a place in the reality that provided enhancement on the
existing which was found to be something that they contributed as well, that can be exceedingly
motivating. In order to make it happen, organizations need to perceive the reliance and inter
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dependency that an expanded, distributed group of engaged people can put in endeavors for
bolstering innovation to explore, share and then work on the ideas that can be turned in to an
innovative solution. For this particular reason, 22% of the respondents agree with the fact that the
companies focuses on innovation in distribution from outside due to the fact that the diversity of
ideas and approaches can assist in getting numerous appropriate solutions for any issue or
concept. More than this, 43% of the respondents partially agreed with this. The further data is
illustrated below:
Agree Partially Agree Neutral Partially disagree
Disagree05
1015202530354045
Innovation in Distribution from outside(%)
The above data illustrated that only few respondents partially disagreed and completely
disagreed with the statement. While, some remained neutral as well. Therefore, the significance
of outside innovation in distribution is evident enough.
There are many organizations that develop internal consultants group to drive internal
alignment and foster innovation. Some of the dominant organizations, for example, Dell,
American Express, and Wyeth have a team of internal consultants for the instant launch of
initiatives and stay in front of their competitors. Numerous smaller firms do without internal
consulting groups basically as they are not in a need for them or there are some budget related
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issues as well. More than this, the internal consultants are regularly far less costly than external
consultants. Originating from an outside perspective, it permits the consultants to have a
significant objective, a deep view of the organization and the business all in all. Rather than
turning out to be excessively fascinated inside of a particular organization, the professional
consultants ought to be on top of the business all in all. They have an expansive point of view,
and that have numerous experiences working with different organizations in the same industry
and that confronted comparable difficulties. In this way, they can apply encounter from the past
into their present engagements and projects. Another point of preference of not being as
coordinated into the environment of work project is the capacity to be viewed not as a peer but as
a consultant. Internal consultants can be seen simply as the one to roll out improvements within
the organizations. Rather, external consultants are employed for the sole motivation behind their
aptitude and capacity to make change for a particular business issue. This conveys more clarity
and consideration to the role, and helps focus endeavors on the project, and regularly, and along
with this, also facilitates the ensuring of the buy in of the client. The data for the company opting
for external consultants for innovation is illustrated below:
Agree Partially Agree Neutral Partially disagree
Disagree0
5
10
15
20
25
30
35
17
31
1714
21
External Consultants for Innovation (%)
27
28
There are mixed responses for this particular statement. 17% of the respondents
agree but 21% of them disagree with this statement. More than this, 31% of the
respondents have partially agreed with this. This could be mainly due to the fact that they
give preference to internal consultants as well. The principle advantage that the leaders of
the industry refer to when the preference for an internal consultant is concerned, it entails
that that an internal consultant has a great organizational understanding, its strategies,
culture and other political aspects of the organization. On the other hand, external
consultants have a limited knowledge about the corporate society and that an internal
consultant can explore quickly about the organization. More than this, an internal
recommendation originates from a foundation of over seeing the issues that happen
within the organization all the time.
It could be that the internal consultants likewise have the chance to work from
the recommendations and suggestions through the project implementation. As compared
to this, the external consultants ordinarily remain focused on the project until they
illustrate their decisions.The internal consultants can support and observe the
implementation of the proposals, assist in exploring the change, and make changes
wherever needed. This considers more conceivable outcomes for the organizational
success over the long term. An effective internal consultant is constantly ready to
proactively develop a plan before the issue can really happen, rather than finding
solutions after the issue has really occurred or happened.
Innovation is one part of the culture within an organization that will dependably
be in a condition of consistent change for any particular industry. Those organizations
that neglect to stay aware of the most recent "new" things are regularly at a greater 28
29
chance of being quite less intensive in accordance with the competitive rivalry. More than
this, organizations today need to find out about the most recent and most noteworthy new
best practices so they can adjust the strategies in an appropriate manner.
In any case, there are some of the organizations which don't understand that a
best practice turns into the standard norm quite rapidly. Along these lines, for an
organization, the real competitive differentiator is creativity and innovation — the
capacity for the organization to make its own new best practices. However, each and
every organization has a general governing society, it likewise has a few cultural
subgroups. The quantity of cultural subgroups and how they're exhibited is reliant on how
the company or corporation gets structured. Cultural subgroups can be departmental,
functional and geographic. Within such subgroups, the organizations can develop and
also be capable enough to manage creativity and innovation.
Almost 17% of the respondents agree with the fact that the company has a culture of
innovation while 38% partially agree with this.The data for this particular scenario is
illustrated below:
Agree Partially agree Neutral Partially disagree
Disagree05
10152025303540
Innovative Culture (%)
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30
Over and over again, organizations get their business characterized in accordance with
the products they manufacture and sell. This reasoning constrains their capacity to maintain a
strategic distance from commoditization, intensely face the competitive threat and even
effectively enter new markets. In accordance with the accomplishing of transformational
development regularly means changing how one attracts the clients. The innovative business
model speaks the truth generally reexamining the business around a reasonable but not generally
associated with the customer always, then realigning the processes, resources and profit formula
in accordance with the new value proposition. It is difficult and can take the makers of decision
away from the safe and secure zones. Be that as it may, there could be dramatic outcomes as well.
Innovative business model would allow the organizations to tap in to an opportunity to find out
new clients with an enhanced new innovative business model that would further modify the
competitive position of the company. It would assist the company to generate new and valuable
ideas to interact with the customer emulated by the designing of transformed or new models
which would fulfill the customer jobs that would need to be completed more efficiently,
profitably and effectively. It would further assist the company to successfully make an entrance to
the evolving markets which would assist them to reconceive the business models that would
further recognize the customer needs within the market quite efficiently and profitably. It would
also help in the creation of new rules, systems, and metrics which would allow the company to
make an implementation of the new business successfully. From the above data, it can be said
that 32% of the respondents agree with this due to the importance of innovation and innovative
model within an organization while 29% partially agreed with this.
The data for certain innovation model is illustrated below:
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31
Agree Partially Agree Neutral Partially Disagree
Disagree0
5
10
15
20
25
30
35 3229
16
9
14
Certain Model for Innovation
There are several definitions of innovation and it is implementing new things or
enhancing existing things that include more prominent value which is a great thing to initialize
with for everybody in the organization to effectively search out their potential commitments. On
the off chance that people feel that their commitment is valued this turns into an intense
inspiration to turn up for work, as well as to take part in new profitable work. It turns into a more
dynamic environment, not static to work inside and simply endeavor to relate to.
Hypothesis Testing
Following are the hypotheses that would be tested accordingly.
Hypothesis I: Innovation in distribution channels is likely to bring positive effects on company
growth.
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For this hypothesis, the dependent variables are as below:
Dependent Variable I: Your Company had significant revenue from innovative products in the
last 5 years.
Dependent Variable II: Your Company expands on new markets.
Dependent Variable III: Your Company improved its distribution.
Dependent Variable IV: Your Company attracts new talents
The independent variables are as below:
Independent Variable I: Your Company is innovating in Physical distribution
Independent Variable II: Your Company is innovating in distribution channels.
In accordance with the above hypothesis, the following results are obtained:
Statistics
Innovation,
implementation
and reflection to
your company
[Your company
innovating in
distribution
channels]
Results of
innovations Your
company expand
on new markets
Results of
innovations Your
company attract
new talents.
Results of
innovations Your
company had
significant cost
savings from
innovations in last
5 y.
NValid 57 57 57 57
Missing 0 0 0 0
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Mean 3.7544 4.3684 3.8947 3.9298
Median 4.0000 5.0000 4.0000 4.0000
Mode 4.00 5.00 5.00 5.00
Std. Deviation 1.19942 1.04594 1.24906 1.20800
Sum 214.00 249.00 222.00 224.00
Innovation, implementation and reflection to your company [Your company is innovating in
distribution channels]
Frequency Percent Valid Percent Cumulative
Percent
Valid
Disagree 5 8.8 8.8 8.8
Partially disagree 5 8.8 8.8 17.5
Neutral 4 7.0 7.0 24.6
Partially agree 28 49.1 49.1 73.7
Agree 15 26.3 26.3 100.0
Total 57 100.0 100.0
The importance of innovation within the distirbution channels is already mentioned
earlier. It is a true fact that innovation is found to be a procedure for the translation of an 33
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intervention or an idea into a service or good which would create value or for which the
customers would definitely pay. The distribution channel is basically found to be a lower
end of the value and that innovation in this lower end can be beneficial for the company.
Therefore, there could be an effective transportation coordination. That is the reason that
almost 28 respondents have partially agreed with this while 15 have strongly agreed with
this. We have filtered out the other respondents in order to prove the hypothesis more
effectively. The total number of respondents are assumed to be 57.
Results of innovations Your company expand on new markets
Frequency Percent Valid Percent Cumulative
Percent
Valid
Disagree 2 3.5 3.5 3.5
Partially disagree 2 3.5 3.5 7.0
Neutral 6 10.5 10.5 17.5
Partially agree 10 17.5 17.5 35.1
Agree 37 64.9 64.9 100.0
Total 57 100.0 100.0
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From the above table, with the result of innovation in the distribution channel, the
subsequent result due to this is that the company can have the possibility to expand on
new markets. And, that is the reason as to why many of the respondents have agreed with
this statement.
Results of innovations Your company attract new talents.
Frequency Percent Valid Percent Cumulative
Percent
Valid
Disagree 5 8.8 8.8 8.8
Partially disagree 4 7.0 7.0 15.8
Neutral 5 8.8 8.8 24.6
Partially agree 21 36.8 36.8 61.4
Agree 22 38.6 38.6 100.0
Total 57 100.0 100.0
In accordance with the innovation in distribution channels and physical distribution, the
company can attract new talents due to the fact that with the increase in innovation, it
gives rise to digitalization. More multi channel strategies will be established due to which
the company can attract new talents. That is the reason as to why 22 respondents have
strongly agreed while 21 of them have partially agreed.
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Results of innovations Your company had significant cost savings from innovations in last 5 y.
Frequency Percent Valid Percent Cumulative
Percent
Valid
Disagree 4 7.0 7.0 7.0
Partially disagree 4 7.0 7.0 14.0
Neutral 7 12.3 12.3 26.3
Partially agree 19 33.3 33.3 59.6
Agree 23 40.4 40.4 100.0
Total 57 100.0 100.0
Innovation in distribution channels can definitely result in cost savings due to the fact that it
would integrate the operations system and certain processes related to distribution to enhance the
performance of the distribution network.
This is further illustrated below:
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37
37
38
38
39
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40
In order to prove the fact that innovation in distribution channels can improve the
company’s revenues, the following test is conducted:
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TEST BETWEEN SEVERAL DIFFERENT VARIABLE
Tests of Between-Subjects Effects
Dependent Variable: Results of innovations Your company had significant revenue from innovative
products in last 5 y.
Source Type III Sum of
Squares
df Mean Square F Sig.
Corrected Model 12.845a 4 3.211 3.434 .015
Intercept 492.154 1 492.154 526.275 .000
Innovation In Distribution
Channels12.845 4 3.211 3.434 .015
Error 48.629 52 .935
Total 1072.000 57
Corrected Total 61.474 56
a. R Squared = .209 (Adjusted R Squared = .148)
In the above table, the dependent variable is the significant increase in revenue and the
independent variable is found to be the innovation factor in distribution channels. From
the above table, the significance level p is less than 0.05 which indicates that there is a
statistical significant relationship between the innovations in distribution channels and
company’s revenue and that is why, this can be an evidence that the hypothesis 1 is
acceptable. This can be illustrated in a better manner through estimated marginal means
graph which is as below:
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42
In the above graph, the line for two options partially agree and agree slopes
upwards. This would mean that with the result of innovation, the company enhances its
revenue and therefore, the hypothesis 1 can be acceptable.
If more variables are to be discussed in order to proceed with the hypothesis testing of the
same scenario, then the following results are obtained:
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43
Tests of Between-Subjects Effects
Dependent Variable: Results of innovations Your company expand on new markets
Source Type III Sum of
Squares
df Mean Square F Sig.
Corrected Model 7.530a 4 1.882 1.822 .139
Intercept 599.237 1 599.237 579.907 .000
Innovation in
distribution channels7.530 4 1.882 1.822 .139
Error 53.733 52 1.033
Total 1149.000 57
Corrected Total 61.263 56
a. R Squared = .123 (Adjusted R Squared = .055)
In the above table, the p value is somehow higher than significance level i.e. 0.05.
But in accordance with the answers of the questions, the frequency to agree with this statement is
37 respondents which turns in favor of the hypothesis. Therefore, the innovation in distribution
channels results in the company expanding to new markets. This can be further illustrated below
through estimated marginal means graph.
43
44
Another dependent variable i.e. the company attracts new talents due to innovation in distribution
channels can also prove to be quite strong due to the fact that more and more talent is needed to
serve the business and its distribution channels in accordance with multiple distribution strategies
more effectively.
44
45
Tests of Between-Subjects Effects
Dependent Variable: Results of innovations Your company attract new talents.
Source Type III Sum of
Squares
df Mean Square F Sig.
Corrected Model 20.390a 4 5.097 3.958 .007
Intercept 445.454 1 445.454 345.836 .000
Innovating in Distribution
Channels20.390 4 5.097 3.958 .007
Error 66.979 52 1.288
Total 952.000 57
Corrected Total 87.368 56
a. R Squared = .233 (Adjusted R Squared = .174)
The significance level p is less than 0.05 which indicates that the innovation in distribution
channels and new talents have a statistically significant relationship and that have already been
discussed earlier. This can be made more comprehensive through estimated marginal means
graph which is as below:
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The line slopes upward when it comes to the last option i.e. strongly agree which indicates that
the company attracts new talents since new markets are served and businesses expand themselves
which would result in new recruitments so that business processes can be served effectively and
efficiently.
Therefore, the hypothesis I is acceptable based on the above evidence.
In order to prove the hypothesis more effectively, some other tests are also conducted to test the
validity for accepting the hypothesis. Following tests and outsputs are generated as illustrated
below:
Paired Samples Test
Paired Differences t df Sig. (2-tailed)
Mean Std.
Deviation
Std. Error
Mean
95% Confidence Interval of the
Difference
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Lower Upper
Pair 1
SignificantRevenue -
InnovatinginPhysicalDist
ribution
.61682 1.36427 .13189 .35534 .87830 4.677 106 .000
Pair 2
NewMarket -
InnovatinginPhysicalDist
ribution
.68224 1.42483 .13774 .40915 .95533 4.953 106 .000
Pair 3
ImprovedDistribution -
InnovatinginPhysicalDist
ribution
.80374 1.20094 .11610 .57356 1.03392 6.923 106 .000
Pair 4
SignificantRevenue -
Innovatingindistributionc
hannels
.28302 1.35755 .13186 .02157 .54447 2.146 105 .034
Pair 5
NewTalent -
InnovatinginPhysicalDist
ribution
.28037 1.28705 .12442 .03369 .52706 2.253 106 .026
In accordance with the above table, it can be said that with the innovating in physical distribution,
it has a significant influence on the significant revenue of the company, and this is proved
through the Sig. (2-tailed) value since p is less than 0.05 which indicates that there is a statistical
significant relationship between the two and hence, we can reject the null hypothesis that
innovation in distribution channels cannot bring positive effect on the company’s growth. In the
same manner, innovating in physical distributions also has a significant influence on the company
obtaining new markets and resulting in the improved distribution. The same applies for
innovating in distribution channels as well.
The second hypothesis is as below:
H2: Innovation plays a significant role in the large international retail chains.
For this hypothesis, the dependent variables are as below:47
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Dependent Variable I: Local Retail chains are not affected.
The independent variables are as below:
Independent Variable I: Your Company is innovating in distribution channels.
Following results are obtained in order test the validity of the hypothesis.
Descriptive Statistics
Dependent Variable: How innovation and new trends from international retail
chains affect the local/regional retail chains? [Locals retail chains are not
affected]
Innovation, implementation and
reflection to your company
[Your company innovating in
distribution channels]
Mean Std. Deviation N
Disagree 1.7500 1.13818 12
Partially disagree 1.8462 1.06819 13
Neutral 1.7000 1.05935 10
Partially agree 2.5000 1.51911 40
Agree 2.1563 1.46154 32
Total 2.1589 1.38829 107
In the above table, the mean average was quite higher for the option partially agree and strongly
agree as well when contrasted with the other options that were against this statement.
Tests of Between-Subjects Effects
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Dependent Variable: How innovation and new trends from international retail chains affect the local/regional retail
chains? [Locals retail chains are not affected]
Source Type III
Sum of
Squares
df Mean
Square
F Sig. Partial Eta
Squared
Noncent.
Parameter
Observed
Powerb
Corrected
Model10.038a 4 2.510 1.318 .268 .049 5.271 .399
Intercept 312.949 1 312.949 164.319 .000 .617 164.319 1.000
Innovatingdistribut
ion channels10.038 4 2.510 1.318 .268 .049 5.271 .399
Error 194.261 102 1.905
Total 703.000 107
Corrected
Total204.299 106
a. R Squared = .049 (Adjusted R Squared = .012)
b. Computed using alpha = .05
The above table proves the fact that local retail chains are definitely influenced by innovation in
the distribution channels since the p value is greater than 0.05 i.e. 0.268 which means that there is
no statistical significant relationship between the two and due to this, we can reject the null
hypothesis that innovation in distribution channels does not play a significant role in the large
international retail chains. Henceforth, the hypothesis is acceptable based on the above evidence.
This can further be proved by an estimated marginal means graph which is illustrated below:
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The line for the option ‘agree’ slopes downward because the respondents are not in favor of this
statement due to which there is a downward slope for this option. This would mean that local
retail chains that are innovative have an increased efficiency, speedier processes, boosted
productivity and reduction in the investment. Therefore, that is the main reason as to why the line
for option agree has sloped upward.
In order to effectively prove the relevance of this hypothesis, one other test can be conducted
which has the following results as below:
Paired Samples Test
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Paired Differences t df Sig. (2-tailed)
Mean Std. Deviation Std. Error Mean 95% Confidence Interval of the
Difference
Lower Upper
Pair 1
Innovatingindistributionchann
els -
localretailchainsnotaffected
1.50943 1.73614 .16863 1.17507 1.84379 8.951 105
In the above table, the p value is less than 0.05 which indicates that we can easily reject the null
hypothesis that innovation in the distribution channels cannot influence the large international
retail chains. This would mean that innovation in the retail chains would foster customer loyalty
and attain growth and sales volume. Therefore, the retail chains have a significant influence
through innovation.
The 3rd hypothesis is as below:
Hypothesis III: Contemporary trends in the FMCG industry require consolidation of local
distributors / wholesalers in order to effectively use innovations successfully applied on major
markets
For this hypothesis, the dependent and independent variable are as below:
Dependent Variable: Local Retail Chains are forced to collaborate/consolidate.
Independent variable: Your Company is innovating in distribution channels.
For proving the validity of this hypothesis, the following results are obtained:
Tests of Between-Subjects Effects
Dependent Variable: How innovation and new trends from international retail chains affect the
local/regional retail chains? [Local retail chains are forced to collaborate/ consolidate]
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52
Source Type III Sum of
Squares
df Mean Square F Sig.
Corrected Model 8.393a 4 2.098 1.670 .163
Intercept 924.370 1 924.370 735.641 .000
Innovatingin
distribution channels8.393 4 2.098 1.670 .163
Error 128.168 102 1.257
Total 1416.000 107
Corrected Total 136.561 106
a. R Squared = .061 (Adjusted R Squared = .025)
In the above table, it can be said that the p value is greater than 0.05 i.e. 0.163 which means we
do not reject the null hypothesis i.e. the contemporary trends in the FMCG industry does not
require consolidation of local distributors in order to use innovations effectively and successfully
applied on the major markets. This shows that the in order to sustain the competitiveness and
viability, local retail chains see their own entrepreneurial opportunities and companies
experiment with new ways of doing business. Therefore, it is their choice to collabore or
consolidate and they are not forced as they can perform innovative distribution activities by
themselves as well.
This is further proved through estimated marginal means graph as illustrated below:
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The above graph illustrates the fact that many respondents have agreed to the statement that the
local retail chains are forced to cosolidate and coollaborate to use innovation as a single retail
chain. But the fact is that it is a marginal mean which is also combined with the fact that the
company innovates in the distribution channel. However, with the above mentioned explanation,
it can be said that company prefer to practice innovation within their distribution channel and
hence, the local retail chains are not forced to consolidate but if they consolidate then too many
practices can be collaborated which can act as a betterment for the distribution channels as the
markets can be served in one of the best manners.
The 4th hypothesis is as below:
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Hypothesis IV: Innovation and investment in distribution channels in the FMCG industry is one
of the main reasons behind the rapid growth of this industry
For this the dependent variable is as below:
Dependent Variable: Your Company expands on new markets
Dependent Variable: Your Company improved its distribution
The independen variables are as below:
Independent Variable I: Your company always search for new and innvoative distribution
Independent Variable II: In your Company exists team which search for innovations that can be
utilized in the FMCG distribution networks?
Independent Variable III: Your Company is innovating in physical distribution
Independent Variable IV: Your Company is innovating in distribution channels
For this particular hypothesis, the following results are gathered.
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Tests of Between-Subjects Effects
Dependent Variable: Results of innovations Your company expand on new markets
Source Type III Sum of
Squares
df Mean Square F Sig.
Corrected Model 21.959a 4 5.490 3.255 .015
Intercept 1129.962 1 1129.962 669.933 .000
Innovatingin
distribution channels21.959 4 5.490 3.255 .015
Error 172.041 102 1.687
Total 1906.000 107
Corrected Total 194.000 106
a. R Squared = .113 (Adjusted R Squared = .078)
In the above table, the sig tailed p value is less than 0.05 i.e. 0.015. This indicates that we can
reject the null hypothesis and accept the alternate hypothesis that Innovation and investment in
distribution channels in the FMCG industry is one of the main reasons behind the rapid growth of
this industry. This is quite true since the importance of innovation and the focus of this aspect
within the distribution channels is evolving in FMCG industry already. This has already been
discussed earlier. This can further be made more comprehsive through estimated marginal means
graph. This is illustrated below:
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From the above graph, it can be said that the line for the options partially agree and agree slopes
upward which means that with the innovation in the distribution in channels, the company
expands on new markets. This is due to the fact that innovation in severa functions of the
distribution channels like transport coordination and assortment will enhance the effectiveness of
distribution channels and hence, the company can have the capacity to get attracted to new
markets and implement business expansion. The innovation in distribution channels is quite
imperative for improving the performance of the distribution channel and its effectiveness which
would immediately enhance the firm performance. That is the reason, many respondents have
affirmed to this statement and the line for the option agree slopes upward than others. In order to
test some other dependent variables for this hypothesis, one other test is conducted where the
results are demonstrated below:
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Tests of Between-Subjects Effects
Dependent Variable: Results of innovations Your company improved it's distribution
Source Type III Sum of
Squares
df Mean Square F Sig.
Corrected Model 48.435a 4 12.109 13.282 .000
Intercept 1139.000 1 1139.000 1249.415 .000
Innovating distribution
channels48.435 4 12.109 13.282 .000
Error 92.986 102 .912
Total 1959.000 107
Corrected Total 141.421 106
a. R Squared = .342 (Adjusted R Squared = .317)
It is a true fact that with the innovation in distribution channels, the company will subsequently
improve its distribution as it will become a key driver for better competitiveness of the firms.
This is because innovation is connected with the performance of firms and this can be enhanced
effectively when the firms will improve its distribution. This is also illustrated from the above
table since the P value is less than 0.05 i.e. 0.000. Therefore, through this, the hypothesis can still
be accepted. This is further illustrated through estimated marginal means which is demonstrated
below:
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The estimated marginal means for the options partially agree and agree are quite higher than the
other options. This clearly defines the importance of innovation as with the innovation in
distribution channels, the companies have improves their distribution which has resulted in a
competitive advantage and effective distribution of the finished products.
The 5th Hypothesis for this research is as below:
Hypothesis V: Today innovation has become the vital component of any international
FMCG producer
For this the dependent and Indpendent variables are as below:
Dependent Variable I: Your Company develop and implement innovations from inside
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Independent Variable I: Your Company is a FMCG manufacturer.
In order to test this hypothesis, the following results are obtained.
Tests of Between-Subjects Effects
Dependent Variable: Innovation, implementation and reflection to your company [Your company
develop and implement innovations from inside (by its self)]
Source Type III Sum of
Squares
df Mean Square F Sig.
Corrected Model 24.336a 4 6.084 4.414 .002
Intercept 188.350 1 188.350 136.660 .000
FMCG manufacturer 24.336 4 T6.084 4.414 .002
Error 140.580 102 1.378
Total 1901.000 107
Corrected Total 164.916 106
a. R Squared = .148 (Adjusted R Squared = .114)
It is a true fact that within the FMCG sector, they are always on the verge for the great
innovation. This is due to the fact that technology continues to advance and the modern
life accelerates. Therefore, people expect the products to be advanced like this. The
smarrt working and innovative thinking has resulted in the success for FMCGs. This is
also proved from the above table when the p value is less than 0.05 and hence, it would
mean that if the company is a FMCG manufacturer, then the company would develop and
implement innovations from inside by itself. Therefore, there is a statistical significant
relationship between the two. This is further illustrated through the estimated marginal
means graph as illustrated below:
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However, the line for the option agree slopes downward but is still higher than the other
options on an average which means that if the company is a FMCG manufacturer, then
the company can make an implementation of the innovation from itself. This has already
been mentioned earlier for the FMCG sector.
The 6th hypothesis for this research is as below:
Hypothesis VI: Growing innovation and international FMCG producers pose enhanced
threat to local distributor companies and (small) local FMCG producers in south-east
Europe.
The dependent and indepent variables for this hypothesis are as below:
Dependent Variable I: Local FMCG manufacturers posed as a threat for the independent
existence60
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Independent Variable I: Your Company is an FMCG manufacturer.
Independent Variable II: Your Company develop and implement innovations from inside
(by its self)
For this hypothesis testing, the following outputs are obtained.
Tests of Between-Subjects Effects
Dependent Variable: How Innovation and new trends from large multinational manufacturers affect the
local/regional FMCG producers? [Local FMCG manufacturers posed as a threat for it's independent
existence]
Source Type III Sum of
Squares
df Mean Square F Sig.
Corrected Model 23.267a 15 1.551 1.297 .220
Intercept 174.422 1 174.422 145.875 .000
Innovation by itself (1) 9.771 4 2.443 2.043 .095
FMCG (2) 7.978 4 1.994 1.668 .164
1* 2 6.173 7 .882 .738 .641
Error 108.808 91 1.196
Total 1384.000 107
Corrected Total 132.075 106
a. R Squared = .176 (Adjusted R Squared = .040)
From the above table, it can be said that it doesn’t matter if the company is an FMCG
manufaturer or the company develops and implements innovation from itself, the local
FMCG manufacturers would never pose as a threat for its independent existence. As the p
value for all of them are greater than 0.05 i.e. 0.095 and 0.164 respectively. However, 61
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when both of the factors are combined, then still the p value is lesser than 0.05 which
proves this fact. Therefore, the investment in innovation is of a practical value for the
companies since innovation has a several numerous benefits like the companies that
invest in innovation, go towards the product development and that their capability allows
them to effeciently set them apart from the other companies which permits them to
develop new products in an effective manner. This is illustrated below through estimated
marginal means graph.
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The estimated marginal means somehow contradicts with the above explanations but on an
average the line for the option partially agree and agree slopes upward and that is due to the
combined response in accordance with the statement that the company develops and implements
innovations from inside by itself. For the other dependent variable, the graph is illustrated below:
Just because the company is an FMCG manufacturer, it does not mean that it would pose as a
threat for its independent existence. This is because the companies that make innovation their
significant purpose can definitely position themselves to make profits hugely and then stand out
in the crowd dominantly and obtain competitive advantage. Therefore, the hypothesis will be
rejected.
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References
Barge-Gil, A. (2013). Open Strategies and Innovation Performance. Industry & Innovation, 20(7),
585-610. http://dx.doi.org/10.1080/13662716.2013.849455
Eklund, M., & Waluszewski, A. (2015). The diversity of systemic innovation thinking. IMP
Journal,9(1), 26-45. http://dx.doi.org/10.1108/imp-02-2015-0006
Training delivers for distribution company. (2010). Industrial And Commercial Training, 42(3).
http://dx.doi.org/10.1108/ict.2010.03742cab.003
Vaile, R. (2010). Productivity in Distribution. Journal Of Marketing, 13(3), 385.
http://dx.doi.org/10.2307/1248130
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