the relationship between service quality and … · 2018. 7. 29. · the relationship between...

24
THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe passengers. 1 A.Thirunavukkarasu, 2 V.R.Nedunchezian, 3 Dr. K. Kavitha, 1 Research Scholar, Research & Development, Bharathiyar University, Coimbatore, Tamilnadu , India 2 Professor, Department of Management, Kumaraguru College of Engineering, Coimbatore,Tamilnadu ,India, 3 Professor, Department of Electronics and Communication Engineering, Kumaraguru College of Technology, Coimbatore, Tamilnadu ,India. 2 [email protected] Abstract The relationship of service quality and customer satisfaction have been established in the airlines service management literature but there are few studies available to understand the difference in perception on the relationship of service quality and customer satisfaction. The previous studies used first order service quality dimensions in predicting the relationship with customer satisfaction. This study will used hierarchical second order service quality for predicting the relationship with Customer satisfaction. A survey questionnaire was used for the collected the response from the airlines passengers from developing country India and developed countries of Europe. A permutation Multi group analysis method was employed to assess the passenger group of developing and developed countries on the relationship between service quality and customer satisfaction. Key words: Airqual, Service quality, Customer satisfaction. Multi group, Indian passengers, Europe Passengers International Journal of Pure and Applied Mathematics Volume 119 No. 17 2018, 2095-2117 ISSN: 1314-3395 (on-line version) url: http://www.acadpubl.eu/hub/ Special Issue http://www.acadpubl.eu/hub/ 2095

Upload: others

Post on 16-Sep-2020

1 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

THE RELATIONSHIP BETWEEN SERVICE QUALITY AND

CUSTOMER SATISFACTION - acomparative study among Indian and

Europe passengers.

1A.Thirunavukkarasu,

2V.R.Nedunchezian,

3Dr. K. Kavitha,

1Research Scholar, Research & Development, Bharathiyar University,

Coimbatore, Tamilnadu , India

2 Professor, Department of Management, Kumaraguru College of Engineering,

Coimbatore,Tamilnadu ,India,

3Professor, Department of Electronics and Communication Engineering,

Kumaraguru College of Technology, Coimbatore, Tamilnadu ,India.

[email protected]

Abstract

The relationship of service quality and customer satisfaction have been established in

the airlines service management literature but there are few studies available to understand

the difference in perception on the relationship of service quality and customer satisfaction.

The previous studies used first order service quality dimensions in predicting the relationship

with customer satisfaction. This study will used hierarchical second order service quality for

predicting the relationship with Customer satisfaction. A survey questionnaire was used for

the collected the response from the airlines passengers from developing country India and

developed countries of Europe. A permutation Multi group analysis method was employed to

assess the passenger group of developing and developed countries on the relationship

between service quality and customer satisfaction.

Key words: Airqual, Service quality, Customer satisfaction. Multi group, Indian passengers,

Europe Passengers

International Journal of Pure and Applied MathematicsVolume 119 No. 17 2018, 2095-2117ISSN: 1314-3395 (on-line version)url: http://www.acadpubl.eu/hub/Special Issue http://www.acadpubl.eu/hub/

2095

Page 2: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

1. Introduction

The air transportation between India and European countries is considered to be one

of the oldest air routesfor more than 80 years in which Indian and Europeans passengers

travelled for business, leisure, educational and political purpose. In measuring the customer

satisfaction, culture plays a vital role as some of the elements are valued more in some

countries than others. Customers from different cultures may have different preferences and

expectations for tourism and hospitality services.

Most Asian culture prefer high context communication (non variable mode of

communication) whereas most western culture prefer low context communication (explicit,

direct unambiguous) (Mattila, 2000). Consumer from low contexts culture expects task

completion and efficient delivery as compared to interaction between employees and

customers by high context culture customers (Mattila, 2000). However, few studies

confirmed insignificant effect of culture on tourist behaviour and their expectations for

certain products/service attributes (Mok and Armstrong, 1998). On the basis of evidence

currently available, culture is still making difference in the consumer behaviour and therefore

understanding the needs of customers from different culture and responding and meeting this

needs accordingly, determines the success of the business firm in the tourism and hospitality

industry (Mok and Armstrong 1998).

Oh and Kim (2017) found that more studies on theoretical and practical integration of

customer satisfaction with service quality to examine the relative impact on customer

evaluation of the service as well as tendency to measure service quality and customer

satisfaction at the global rather than attribute level are gaining ground in the literature in

Hospitality and tourism studies. In regard to business journal, measuring concepts at the

summary level (high abstraction) along with SEM approach are found support in the

literature. Gap based Servqual model is losing support in the literature and development of

new SQ Scale /model by adding context specific attributes or adopting hierarchical approach

is gaining momentum in the latest studies. Park (2006) reported that the causality between

the service quality and customer satisfaction have been examined in the literature and found

that service quality leads to customer satisfaction (Parasuraman et al.,1988; Cronin & Taylor

,1992 ; Spreng& Mackoy,1996). However, contrary to the above, research studies disputed

the claim and argue that customer satisfaction impacts on service quality (Oliver,1980 ;

Bitner,1990;Bolton & Drew,1991). In the meanwhile, some researchers confirmed that there

International Journal of Pure and Applied Mathematics Special Issue

2096

Page 3: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

is no relationship between service quality and customer satisfaction (Churchill &

Surprenant,1982 ; Fornell,1992 ; Teas,1993).

The cultural differences between Asian countries like India and Europe has been studied but

there is limited study carried out in the context of airlines service industry on service quality

and customer satisfaction. There is limited study available in the literature in comparing

developing country population with developed countries population in establishing the

relationship between service quality and customer satisfaction. India, being the developing

country of Asia continent with low usage of airline service is compared with developed

economy countries of European continent countries like UK, Germany and France on the

relationship between service quality and customer satisfaction of Airlines. Therefore, the

comparison of relationship between service quality and customer satisfaction among Indian

and European passengers is significant for improving the service quality delivery of Airlines

and enhancing the customer experience.

2. Objectives of the Study

1. Whether second orders Service Quality relationships on Customer Satisfaction

aremediated by Indian and European passengers?

2. Whether second order service quality relationship on Customer Satisfaction

ismediated by passengers travelling on Indian based airlines and European based

Airlines?

3. Whether second order service quality relationship on Customer Satisfaction

aremediated byGender?

4. Whether second order service quality relationships on Customer Satisfaction are

mediated by Age group?

5. Whether second order service quality relationship on Customer Satisfaction

aremediated by Purpose of Travel?

6. Whether second order service qualities are relationship on Customer Satisfactionare

mediated by frequency of travel?

International Journal of Pure and Applied Mathematics Special Issue

2097

Page 4: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

3. Literature Review

The Cross Cultural studies done on measuring the perception of airlines service

quality (SERVPERF) compared the airlinespassengers (Lu and Ling, 2008; O‟Connel, 2005

).O‟Connell (2005) examined the service quality perception between full service airlines and

low cost airlines in a mature European market and rapidly growing Asian market. The study

provides two contrasting markets differences of full service carrier and low cost carrier. The

study found that there are differences between full service airlines and low cost airlines but

there is no difference between perceptions of passengers between the two different continents

in terms of service quality. Passengers travelling on full service carrier have strong emphasis

on reliability, quality, frequent flier programme and comforts and travellers with low cost

carriers focus on fare only. There is difference between the service quality of airline due to

cultural differences between the countries (Lu and Ling,2008) but the results was

contradicted that there is no difference between them ( O‟Connel,2005 ).

Barron and Kenny (1986) define moderation effect as variable which influences the strength

or the direction of a relationship between an exogenous and endogenous variable. Moderator

variable can be metric or categorical. Another form of moderating variables called as group

comparison is a special case in which comparisons of model estimates are carried out with

categorical moderating variable (Hensler,2010). Chin et al (2003) emphasized that

moderation analysis are seldom used in the structural equation models and it leads to lack of

relevance while generalization of the relationship.Jaccard and Turrisi(2003) describes the

various types of relationship in understanding causal models : (1) direct effects in which

independent variable, X, cause dependent Variable, Y , ; (2) indirect effects (Mediating

effects) in which third variable „Z‟, along with Independent variable „X‟, cause dependent

variable, ; (3) spurious effects in which correlation between independent variable ‟X‟ and

dependent variables‟Y‟, comes from the same cause ; (4) both independent variable „X‟, and

dependent variable „Y‟, have bidirectional effects influencing each other ; (5) unanalyzed

effects ; (6) moderating effects (indirect effects),which influence the strength of independent

variableX and cause dependent variableY.

Hensler (2010) describes two common approaches to estimate the moderating effects.

Product term approach and the group comparison approach. Product term approach requires

metric data , needs control to both direct and focal effects, interaction effect is cumulative in

nature and failed to differentiate the independent variable and moderating variable on

International Journal of Pure and Applied Mathematics Special Issue

2098

Page 5: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

dependent variable. The group comparison is best employed when independent variable or

moderator variable is not continuous or discrete. Both the product term and group comparison

approach lead to same conclusion if the construct measurement is invariant across groups.

The multi group comparison technique is known to be weaker than experimental approach

but it is practically useful in those situation where it is difficult to the experimentally

manipulate the construct of interest (Mackenzie, 2011).The multi group analysis provides

correlational evidence than causal evidence. In case of formative indicators, the group of

individuals that are high or low on specific attributes are chosen for group comparison. It is

the individual sub dimensions that serve as a formative indicator of the second order

constructs that differs. Therefore different known groups are required for establishing the

validity of the scale.

Sarstedt ( 2011) argued that permutation based analysis of variance approach is better

than multi group analysis as it overcomes family wise error rate beyond any prescribed

acceptable type 1 error level and does not rely on distributional assumption for an acceptable

level of statistical power. The primary concern in comparing the model estimates across

groups is that constructs measures are in variance across the groups. Sarstedt (

2011)identified three approaches to multi group analysis : (1) parametric approach by

estimating model parameters for each group separately and using standard errors obtained

from bootstrapping input for parameter tests; (2) Distribution free data permutation test by

observing difference between group by comparing the difference to those between groups

randomly assembled from the data; (3) A non-parametric procedure which directly compares

groups specific bootstrap estimates from each bootstrap samples.MacKenzie (2011)

suggested that multi group analysis comparing groups known to differ on the constructs will

validate the indicator of the constructs. Sarsedt (2011) developed omnibus test of group

(OTG) differences which used bootstrapping, permutations and random selection and

asymptotic properties. The OTG approach follows the series of steps 1) encompasses Group

wise bootstrapping a large number of bootstraps samples are drawn and estimated in order to

obtain empirical distribution of the group specific model parameters. 2) The result of the

previous bootstrap facilitates the variance ratio computation. The variance explained by the

grouping variable is evaluated relatively to the overall variance.

Customer individualisation strengths the service quality customer satisfaction

relations with but weakens the service quality – attitudinal loyalty relationship and does not

International Journal of Pure and Applied Mathematics Special Issue

2099

Page 6: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

affect the relationship between service quality and purchase intention. As the intensity of the

customer processing decreases, the impact of service quality becomes stronger i.e. as a

customisation and added value of the services increases its quality become more important in

terms of customer satisfaction and purchase intentions. The translation of the service quality

scale from English to other languages reduces the predictive power of translated service

quality scale due to imperfect translation as language effects the thought process – linear

thinking in English versus parallel thinking in semantic languages(Singer, 1998). Moreover,

the meaning of words is context specific and cultural dependent. Individualism strengths the

service quality – customer satisfaction relationship but weakens the service quality –

attitudinal loyalty relationship. Consumers from individualistic countries such as US are self-

oriented and motivated by self-actualization whereas consumers from collectivistic countries

are group oriented and driven by achieving by group harmony and consensus. So the

consumers from collectivistic countries will build relationship and strengthen the service

quality attitudinal loyalty relationship. Service quality has a stronger impact on satisfaction

and purchase intention in industry where the amount of customer processing is low than in a

industry where the amount of customer processing is high. The study gives the pointer for

the future research to examine the service quality and customer satisfaction V. Mathan

Kumar and R. Velmurugan (2017) causality link.

Hypothesis

1. There is no significance difference in relationship between service quality and customer

satisfaction among Indian and European passengers.

2. There is no significance difference in relationship between service quality and customer

satisfaction among Indian based airlines and European based airlines.

3a. There is no significance difference in relationship between service quality and customer

satisfaction of Indian Passenger travelled on Indian carrier ( Air India and Jet Airways )

and Indian Passenger travelled on European Carrier ( Air France , British Airways,

Lufthansa and Virgin Atlantic) .

3b. There is no significance difference in relationship between service quality and customer

satisfaction of Indian Passenger travelled on Indian carrier (Air India and Jet Airways

and European passengers travelled on Indian Carrier (Air India and Jet Airways).

International Journal of Pure and Applied Mathematics Special Issue

2100

Page 7: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

3c. There is no significance difference in relationship between service quality and customer

satisfaction of Indian Passenger travelled on Indian carrier ( Air India and Jet Airways )

and European passenger travelled on European Carrier ( Air France , British Airways,

Lufthansa and Virgin Atlantic)

3d. There is no significance difference in relationship between service quality and customer

satisfaction of Indian Passenger travelled on European carrier (Air France , British

Airways, Lufthansa and Virgin Atlantic) and European passenger travelled on Indian

Carrier (Air India and Jet Airways)

3e There is no significance difference in relationship between service quality and customer

satisfaction of Indian Passenger travelled on European carrier (Air France , British

Airways, Lufthansa and Virgin Atlantic) and European passenger travelled on

European carrier (Air France , British Airways, Lufthansa and Virgin Atlantic)

3.f There is no significance difference in relationship between service quality and customer

satisfaction of European Passenger travelled on Indian carrier (Air India and Jet

Airways) and European passenger travelled on European carrier (Air France , British

Airways, Lufthansa and Virgin Atlantic)

4. a There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air India and Air France .

4.b There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air India and British Airways.

4.c There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air India and Jet Airways.

4.d There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air India and Lufthansa.

4.e There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air India and Virgin Atlantic.

International Journal of Pure and Applied Mathematics Special Issue

2101

Page 8: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

4. f There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air France and British Airways.

4. g There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air France and Jet Airways.

4.h There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air France and Lufthansa.

4.i There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air France and Virgin Atlantic.

4.j There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on British Airways and Jet Airways.

4.k There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on British Airways and Lufthansa.

4.l There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on British Airways and virgin Atlantic.

4.m There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Jet Airways and Lufthansa Atlantic.

4.n There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Jet Airways and Virgin Atlantic.

4.0 There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Lufthansa and Virgin Atlantic.

5. There is no significance difference in relationship between service quality and customer

satisfaction of Passenger between Genders

International Journal of Pure and Applied Mathematics Special Issue

2102

Page 9: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

6. a There is no significance difference in relationship between service quality and customer

satisfaction of Business and Leisure Passenger.

6. b There is no significance difference in relationship between service quality and customer

satisfaction of Business and other than Business and Leisure Passenger.

6. c There is no significance difference in relationship between service quality and customer

satisfaction of Leisure and other than Business and Leisure Passenger.

7.a There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled with 1 trip and 2 trips between India and Europe.

7.b There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled with 1 trip and 3 trips between India and Europe.

7.c There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled with 1 trip and 4 trips between India and Europe.

7.d There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled with 2 trip and 3 trips between India and Europe.

7.e There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled with 2 trips and 4 tripsbetween India and Europe.

7.f There is no significance difference in relationship between service quality and customer

satisfaction of Passenger travelled with 3 trips and 4 tripsbetween India and Europe.

4. Research Methodology:

The service quality model has been defined with five dimensions of Airqualscale: (1)

Tangibility; (2) Reliability;(3) Responsiveness ;(4) Assurance; (5) Empathy (Alotaibi, 2015).

Tangibility was operationalized by 3 items, Reliability was operationalized by 4 items,

Responsiveness was operationalized by 5 items, Assurance was operationalized by 4 items

and Empathy was operationalized by 6 items. The customer satisfaction was operationalized

by 4 items (Nedunchezian and Thirunavukkarasu,2018).

International Journal of Pure and Applied Mathematics Special Issue

2103

Page 10: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

In this research work, the population for the study is a finite one consists of passengers of all

scheduled airlines operating between India and Europe. The defined population of the study

is the total number of passengers travelled between India and Europe or vice-versa by any of

scheduled carrier viz. Air-India and Jet Airways as well as European carriers viz. British

Airways, Virgin Atlantic, Lufthansa and Air France. The defined population is excluding the

passengers travelled from India to Europe or vice versa by indirect flights between India and

Europe i.e. travelling to intermediate destination before reaching the final destination. The

population elements are Indian passengers and European passengers travelling on India based

airlines as well as Europe based airlines during one year period. All airlines operating from

India to Europe or vice versa submitthe total number of passengers travelled to Director

General of Civil Aviation, Ministry of Civil Aviation, Government of India.

A survey type of measurement was used for collection of the data which is primary

source of data collection. The sector between India and UK is one of the competitive route

operated by 4 Airlines. Currently, 2 airlines each from India and UK based airlines are

designated to operate between India and UK. British Airlines is operating between 5 ports in

India (Delhi,Mumbai, Bangalore, Chennai and Hyderabad) in India and UK (London).

Virgin Atlantic operates only one ports in India ( Delhi ) and London. Indian based airlines;

Air-India is operating between two ports of India (Delhi and Mumbai) and 2 ports in UK

(London and Birmingham). Jet Airways, another India based airlines, is operating at two

ports in India (Delhi and Mumbai) and 1 port in UK(London). The sector between India and

Germany are operated by 2 designated Airlines by both Governments. Air India (India) and

Lufthansa (Germany) are operating between the routes. German Airline Lufthansa is

operating between two ports in Germany (Munich and Frankfurt) and five ports in India

(Delhi, Mumbai, Bengaluru, Chennai and Hyderabad). Air India is operating between Delhi

and Frankfurt only. The sector between India and Paris are operated by 3 Airlines. Air-India

operates between Delhi and Paris and Jet Airways is operating between Mumbai and Paris.

However, Air France is operating between three ports in India, (Delhi, Mumbai and

Bengaluru) and Paris.

The target population for the survey are (1) The passengers travelled once between

the India and select European Sector namely London, Birmingham, Frankfurt, Munich and

Paris or vice-a-versa. 2) Passengers travelled once on any of the followings Airlines; (a) Air

India, (b) Jet Airways, (c) British Airways, (d) Virgin Atlantic, (e) Lufthansa, (f) Air France.

International Journal of Pure and Applied Mathematics Special Issue

2104

Page 11: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

The passengers other than Indian nationality, British, German and French between India and

Europe are excluded from the study. Similarly, India, British, German and French

nationality passengers travelled on other than 6 Airlines ; (a) Air India, (b) Jet Airways, (c)

British Airways, (d) Virgin Atlantic, (e) Lufthansa, (f) Air France are excluded from the

survey.As a result, the passengers departing to European cities namely London, Birmingham,

Frankfurt, Munich and Paris were samples representing the target population as per the

objective of the study..

The passengers profile consists of business, leisure and other business and Leisure

travellers amongthese countries.The respondents were selected on non-probability

judgemental basis as the objectiveof the study is to do multi group analysis. A self-

administered questionnaire was administered to 1100 passengers who are waiting at the gate

in the departure area during the period from Sept. 2016 to Dec. 2016. At the time of

administering the questionnaire, the researcher explained to respondents that the survey was

being carried out to measure the service quality and customer satisfaction of the airlines

between India and Europe for the academic purpose and participation in this survey was

voluntary. Most of the passengers agreed to participate in the survey. The respondents

normally took not more than 10 minutes to complete all the questions. Most of the

respondents found it easy to answer the questions and few of the respondents found difficulty

in answering few of the questions. The responses with 5 missing values out of total 35 items

of Service Quality and Customer satisfaction were excluded from the study. The total

samples 902 comprising Indian and European passengers travelled with native country airline

and foreign country airlines are collected.

Data Collection and Sampling:

Non probability sampling is used collection of data. A survey type of measurement is

used for collection of the data which is primary source of data collection. As a result of this

process, the final sample sizes are as follows:-

1) Indian passengers – 449. Out of which 223 are passengers travelled with India based

airlines Air India and Jet Airways and rest of passenger travelled with European based

airlines.

International Journal of Pure and Applied Mathematics Special Issue

2105

Page 12: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

2) European passengers – 453. Out of which 228 travelled with Indian airlines and rest

of passenger travelled with European based Airlines

Data Analysis

AMOS-20 software was used for the data analysis. Non-parametric procedure which

directly compares groups specific bootstrap estimates from each bootstrap samples was used

for analysis.

Table 1 :Comparison between combined Indian and Europe Passengers on relationship

between Second order Service Quality and Customer Satisfaction

S.No Comparison

between

Indian Pax European Pax Beta

difference

P

value

Hypothesis

Beta R^2 Beta R^2

A Indian

PaxVs

European

Pax

0.73 0.54 0.8 0.6 -0.07 0.24 Not

Supported

There is no significance on path relationship between Service quality and Customer

satisfaction as the p value is more than 0.05. Hence, the hypothesis that there is no

significance difference in relationship between service quality and customer satisfaction

among Indian and European passengers is failed to be rejected. Indian and European

passengers, belonging to different cultural groups have no difference in path relationship

between service quality and customer satisfaction.

Table 2 :Comparison between combined India based airlines ( Air India and Jet

Airways ) and European Airlines ( Air France , British Airways , Lufthansa and

Virgin Atlantic) on relationship between second order Service Quality and Customer

Satisfaction

S.N

o

Comparison

between

Group 1 Group 2 Beta

differenc

e

P

value

Hypothesi

s

Beta R^2 Beta R^2

International Journal of Pure and Applied Mathematics Special Issue

2106

Page 13: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

b Indian Airlines

Vs European

Airlines

0.75 0.56 0.76 0.57 -0.01 0.89 Not

Supported

There is no significance on path relationship between Service quality and Customer

satisfaction as the p value is more than 0.05. Hence, the hypothesis that there is no

significance difference in relationship between service quality and customer satisfaction

among Indian based airlines and European based airlines, is failed to be rejected. Indian

based airlines and European based airlines belonging to different management groups have

offering the similar service delivery to the passengers and alternate hypothesis that there is

difference in path relationship between service quality and customer satisfaction does not

hold good.

Table 3 : Comparison among Indian Pax travelled on Indian carrier ( Air India and Jet

Airways ) Vis European Carrier ( Air France , British Airways , Lufthansa and Virgin

Atlantic) and European passenger travelled on Indian Carrier ( Air India and Jet

Airways ) and European carrier ( Air France , British Airways , Lufthansa and Virgin

Atlantic) on relationship between Second order Service Quality and Customer

Satisfaction

S.No Comparison

between

Group 1 Group 2 Beta

difference

P

value

Hypothesis

Beta R^2 Beta R^2

a Indian Pax - Indian

Carrier Vs

Indian Pax-European

Carrier

0.803 0.644 0.733 0.537 0.07 0.136 Not

Supported

b Indian Pax - Indian

Carrier Vs

European Pax-

Indian Carrier

0.803 0.644 0.698 0.488 0.105 0.034 Supported

c Indian Pax - Indian

Carrier Vs

European Pax-

0.803 0.644 0.775 0.6 0.028 0.498 Not

Supported

International Journal of Pure and Applied Mathematics Special Issue

2107

Page 14: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

European Carrier

d Indian Pax -

European Carrier Vs

European Pax -

Indian Carrier

0.733 0.537 0.698 0.488 0.035 0.494 Not

Supported

e Indian Pax -

European Carrier Vs

European Pax -

European Carrier

0.733 0.537 0.775 0.6 0.035 0.358 Not

Supported

f European Pax -

Indian Carrier Vs

European Pax-

European Carrier

0.698 0.488 0.775 0.6 0.077 0.094 Supported

There is no significance on path relationship between Service quality and Customer

satisfaction as the p value is more than 0.05. Accordingly, the following hypothesis are not

supported :

i. There is no significance difference in relationship between service quality and

customer satisfaction of Indian passengerstravelled on Indian carrier ( Air India and

Jet Airways ) and Indian passengers travelled on European Carrier ( Air France ,

British Airways, Lufthansa and Virgin Atlantic)

ii. There is no significance difference in relationship between service quality and

customer satisfaction of Indian passenger travelled on Indian carrier ( Air India and

Jet Airways ) and European passenger travelled on Indian Carrier (Air India and Jet

Airways)

iii. There is no significance difference in relationship between service quality and

customer satisfaction of Indian passenger travelled on European carrier (Air France ,

British Airways, Lufthansa and Virgin Atlantic) and European passenger travelled

on Indian Carrier (Air India and Jet Airways)

International Journal of Pure and Applied Mathematics Special Issue

2108

Page 15: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

iv. There is no significance difference in relationship between service quality and

customer satisfaction of Indian passenger travelled on European carrier (Air France ,

British Airways, Lufthansa and Virgin Atlantic) and European passenger traveeled

on European carrier (Air France , British Airways, Lufthansa and Virgin Atlantic)

There is significance on path relationship between Service quality and Customer satisfaction

as the p value is less than 0.05. Accordingly, the following hypothesis are supported :

i. There is significance difference in relationship between service quality and

customer satisfaction of Indian passenger travelled on Indian carrier (Air India

and Jet Airways and European passengers travelled on Indian Carrier (Air India

and Jet Airways).

ii. There is significance difference in relationship between service quality and

customer satisfaction of European passenger travelled on Indian carrier (Air India

and Jet Airways) and European passenger travelled on European carrier (Air

France , British Airways, Lufthansa and Virgin Atlantic)

Table 4: Comparison among Indian and Europe Airlines on path relationship between

Second order Service Quality and Customer Satisfaction

S.N

o

Comparison

between

Group 1 Group 2 Beta

differe

nce

P

value

Hypot

hesis

Beta R^2 Beta R^2

a Air India Vs Air

France

0.788 0.621 0.784 0.615 0.004 0.801 Not

Suppor

ted

b Air India Vs British

Airways

0.788 0.621 0.856 0.733 0.068 0.25 Not

Suppor

ted

c Air India Vs Jet

Airways

0.788 0.621 0.696 0.485 0.092 0.03 Suppor

ted

d Air India Vs

Lufthansa

0.788 0.621 0.712 0.507 0.076 0.096 Suppor

ted

e Air India Vs Virgin 0.788 0.621 0.775 0.6 0.013 0.589 Not

International Journal of Pure and Applied Mathematics Special Issue

2109

Page 16: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

Atlantic Suppor

ted

f Air France Vs

British Airways

0.784 0.615 0.856 0.733 0.072 0.2 Not

Suppor

ted

g Air France Vs Jet

Airways

0.784 0.615 0.696 0.485 0.088 0.162 Not

Suppor

ted

h Air France Vs

Lufthansa

0.784 0.615 0.712 0.507 0.072 0.246 Not

Suppor

ted

i Air France Vs

Virgin Atlantic

0.784 0.615 0.775 0.6 0.009 0.723 Not

Suppor

ted

j British Airways Vs

Jet Airways

0.856 0.733 0.696 0.485 0.16 0.018 Suppor

ted

k British Airways Vs

Lufthansa

0.856 0.733 0.712 0.507 0.144 0.086 Suppor

ted

l British Airways Vs

Virgin Atlantic

0.856 0.733 0.775 0.6 0.081 0.162 Not

Suppor

ted

m Jet Airways Vs

Lufthansa

0.696 0.485 0.712 0.507 0.016 0.859 Not

Suppor

ted

n Jet Airways Vs

Virgin Atlantic

0.696 0.485 0.775 0.6 0.079 0.41 Not

Suppor

ted

o Lufthansa Vs Virgin

Atlantic

0.712 0.507 0.775 0.6 0.063 0.629 Not

Suppor

ted

International Journal of Pure and Applied Mathematics Special Issue

2110

Page 17: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

There is no significance on path relationship between Service quality and Customer

satisfaction as the p value is more than 0.05. Accordingly, the following hypothesis are not

supported :

i. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Air India and Air France .

ii. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Air India and British Airways.

iii. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Air India and Virgin Atlantic.

iv. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Air France and British Airways.

v. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Air France and Jet Airways .

vi. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Air France and Lufthansa.

vii. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Air France and Virgin Atlantic.

viii. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on British Airways and Virgin Atlantic.

ix. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Jet Airways and Lufthansa Atlantic.

x. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Jet Airways and Virgin Atlantic.

xi. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled on Lufthansa and Virgin Atlantic.

There is significance on path relationship between Service quality and Customer satisfaction

as the p value is more than 0.05. Accordingly, the following hypothesis are supported :

i. There is significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air India and Jet Airways.

ii. There is significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on Air India and Lufthansa.

International Journal of Pure and Applied Mathematics Special Issue

2111

Page 18: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

iii. There is significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on British Airways and Jet Airways.

iv. There is significance difference in relationship between service quality and customer

satisfaction of Passenger travelled on British Airways and Lufthansa.

Table 5 :Comparison between Gender on relationship Second order Service Quality and

Customer Satisfaction

S.No Comparison

between

Group 1 Group 2 Beta

difference

P value Hypothesis

Beta R^2 Beta R^2

a Male Vs Female 0.763 0.583 0.732 0.536 0.031 0.344 Not

Supported

It is observed that there is no significance difference in relationship between service quality

and customer satisfaction between gender.

Table 6 :Comparison among traveler types on relationship Second order Service

Quality and Customer Satisfaction

S.No Comparison

between

Group 1 Group 2 Beta

difference

P value Hypothesis

Beta R^2 Beta R^2

a Business Vs Leisure 0.79 0.624 0.732 0.535 0.058 0.11 Not

Supported

b Business Vs Others 0.79 0.624 0.738 0.544 0.052 0.248 Not

Supported

c Leisure Vs Others 0.732 0.535 0.738 0.544 0.006 1 Not

Supported

There is no significance on path relationship between Service quality and Customer

satisfaction as the p value is more than 0.05. Hence, the hypothesis that there is no

significance difference in relationship between service quality and customer satisfaction

among type of travelers .

International Journal of Pure and Applied Mathematics Special Issue

2112

Page 19: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

Table 7 :Comparison among frequency of trips on relationship second order Service

Quality and Customer Satisfaction

S.No Comparison

between

Group 1 Group 2 Beta

difference

P value Hypothesis

Beta R^2 Beta R^2

a 1 Trip Vs 2 Trips 0.697 0.486 0.745 0.555 0.048 0.314

b 1 Trips Vs 3 Trips 0.697 0.486 0.729 0.531 0.032 0.841

c 1 Trips Vs 4 Trips 0.697 0.486 0.845 0.713 0.148 0 Supported

d 2 Trips Vs 3 Trips 0.745 0.555 0.729 0.531 0.016 0.567

e 2 Trips Vs 4 Trips 0.745 0.555 0.845 0.713 0.1 0.006 Supported

f 3 Trips vs 4 Trips 0.729 0.531 0.845 0.713 0.116 0.1 Supported

There is no significance on path relationship between Service quality and Customer

satisfaction as the p value is more than 0.05. Accordingly, the following hypothesis are not

supported:

i. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled with 1 trip and 2 trips.

ii. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled with 1 trip and 3 trips.

iii. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled with 2 trips and 3 trips.

There is significance on path relationship between Service quality and Customer satisfaction

as the p value is more than 0.05. Accordingly, the following hypothesis are supported:

i. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled with 1 trip and 4 trips.

ii. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled with 2 trips and 4 trips.

iii. There is no significance difference in relationship between service quality and

customer satisfaction of Passenger travelled with 3 trips and 4 trips.

International Journal of Pure and Applied Mathematics Special Issue

2113

Page 20: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

Managerial implications:

The study will help airlines management to compare the service delivery process of airlines

on India – Europe sectors. Since the service quality leads to business performance, the

airlines management can develop strategies and tactics to improve upon the marketing

programme as well as change the service culture of the organisation for the effectiveness and

improve performance of the service employees. The major contribution is to providemore

insights on comparative assessment on perception of relationship between Service quality

and customer satisfaction ; 1) Indian and European passengers ; 2) India and Europe airlines

operating between India and Europe; 3) Demographic factor such as Age and Gender;

4) Purpose of trips; 5) Frequency of travel

4. Conclusion

The study was aimed to compare the relationship between service quality and

customer satisfaction among Indian and European passengers. This is the first study

performed to compare the relationship of second order service quality with customer

satisfaction as the previous study used first order dimensions of service quality to assess the

relationship with customer satisfaction. The study found that there is no difference of

relationship between Service quality and Customer satisfaction among Indian and European

passengers but there exist difference in relationship between India based Airlines and

European based Airlines.

The study will help airlines management to understand the difference in the service quality

delivery process, which is leading to customer satisfaction.

5. REFERENCES

[1] Alotaibi, M. M. (2015). Evaluation of “AIRQUAL” scale for measuring airlines service quality

and its effect on customer satisfaction and loyalty.

[2] Bitner, M. J. (1990). Evaluating service encounters: the effects of physical surroundings and employee

responses. the Journal of Marketing, 69-82.

[3] Bolton, R. N., & Drew, J. H. (1991).A multistage model of customers' assessments of service quality

and value. Journal of consumer research, 17(4), 375-384.

[4] Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social

psychological research: Conceptual, strategic, and statistical considerations. Journal of personality and

social psychology, 51(6), 1173.

International Journal of Pure and Applied Mathematics Special Issue

2114

Page 21: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

[5] Chin, W. W., Marcolin, B. L., &Newsted, P. R. (2003). A partial least squares latent variable modeling

approach for measuring interaction effects: Results from a Monte Carlo simulation study and an

electronic-mail emotion/adoption study. Information systems research, 14(2), 189-217.

[6] Churchill Jr, G. A., &Surprenant, C. (1982).An investigation into the determinants of customer

satisfaction. Journal of marketing research, 491-504.

[7] Cronin Jr, J. J., & Taylor, S. A. (1992).Measuring service quality: a reexamination and extension. The

journal of marketing, 55-68.

[8] Fornell, C. (1992). A national customer satisfaction barometer: The Swedish experience. the Journal of

Marketing, 6-21.

[9] Haemoon Oh, Kawon Kim, (2017).“ Customer satisfaction, service quality and customer Value :

Years 2000-2015”, International Journal of Contemporary Hospitality Management, 29(1),2-29.

[10] Henseler, J., &Fassott, G. (2010). Testing moderating effects in PLS path models: An illustration of

available procedures. In Handbook of partial least squares (pp. 713-735). Springer, Berlin, Heidelberg.

[11] Jaccard, J., &Turrisi, R. (2003).Quantitative Applications in the Social Sciences: Interaction effects in

multiple regression Thousand Oaks, CA: SAGE Publications Ltd

[12] Mattila, A. S. (2000). The impact of culture and gender on customer evaluations of service

encounters. Journal of Hospitality & Tourism Research, 24(2), 263-273.

[13] MacKenzie, S. B., Podsakoff, P. M., &Podsakoff, N. P. (2011). Construct measurement and validation

procedures in MIS and behavioral research: Integrating new and existing techniques. MIS

quarterly, 35(2), 293-334.

[14] Mok, C., & Armstrong, R. W. (1998). Expectations for hotel service quality: Do they differ from

culture to culture ?. Journal of Vacation Marketing, 4(4), 381-391.

[15] Nedunchezhian, V. R., & Thirunavukkarasu, A. (2018). Validation of Airline Service Quality

Scale: Evidence from Indian and European Passengers. Academy of Marketing Studies

Journal.

[16] Lu, J. L., & Ling, F. I. (2008). Cross-cultural perspectives regarding service quality and satisfaction in

Chinese cross-strait airlines. Journal of Air Transport Management, 14(1), 16-19.

[17] O‟Connell, J. F., & Williams, G. (2005). Passengers‟ perceptions of low cost airlines and full service

carriers: A case study involving Ryanair, Aer Lingus, Air Asia and Malaysia Airlines. Journal of Air

Transport Management, 11(4), 259-272.

[18] Oliver, R. L. (1980). A cognitive model of the antecedents and consequences of satisfaction

decisions. Journal of marketing research, 460-469.

[19] Park, J. W., Robertson, R., & Wu, C. L. (2006). Modelling the impact of airline service quality and

marketing variables on passengers‟ future behavioural intentions. Transportation Planning and

Technology, 29(5), 359-381.

[20] Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988).Servqual: A multiple-item scale for measuring

consumer perc. Journal of retailing, 64(1), 12.

[21] Sarstedt, M., Henseler, J., &Ringle, C. M. (2011).Multigroup analysis in partial least squares (PLS)

path modeling: Alternative methods and empirical results. In Measurement and research methods in

international marketing (pp. 195-218). Emerald Group Publishing Limited.

International Journal of Pure and Applied Mathematics Special Issue

2115

Page 22: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

[22] Spreng, R. A., &Mackoy, R. D. (1996).An empirical examination of a model of perceived service

quality and satisfaction. Journal of retailing, 72(2), 201-214.

[23] V. Mathan Kumar and R. Velmurugan (2017)” Customer Satisfaction Towards Online Shopping in

Coimbatore District”, International Journal of Pure and Applied Mathematics, Vol 117 No. 15, pp.no.

41-49,

[24] Teas, R. K. (1994). Expectations as a comparison standard in measuring service quality: an assessment

of a reassessment. The journal of marketing, 132-139.

International Journal of Pure and Applied Mathematics Special Issue

2116

Page 23: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

2117

Page 24: THE RELATIONSHIP BETWEEN SERVICE QUALITY AND … · 2018. 7. 29. · THE RELATIONSHIP BETWEEN SERVICE QUALITY AND CUSTOMER SATISFACTION - acomparative study among Indian and Europe

2118