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Inspecting the relationship among E-Service quality, E-Trust, E-Customer satisfaction and behavioral intentions of online shopping customers in Ho Chi Minh city, Vietnam, 2018
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BANKING UNIVERSITY OF HO CHI MINH CITY
VU QUANG HUY
INSPECTING THE RELATIONSHIP AMONG E-SERVICE QUALITY, ETRUST, E-CUSTOMER SATISFACTION AND BEHAVIORAL INTENTIONS OF
ONLINE SHOPPING CUSTOMERS IN HO CHI MINH CITY, VIETNAM
GRADUATION THESIS
Major: BUSINESS ADMINISTRATION
Code: 7340101
Ho Chi Minh City, 2018
STATE BANK OF VIETNAM STATE BANK OF VIETNAM MINISTRY OF EDUCATION AND TRAINING
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BANKING UNIVERSITY OF HO CHI MINH CITY
VU QUANG HUY
INSPECTING THE RELATIONSHIP AMONG E-SERVICE QUALITY, ETRUST, E-CUSTOMER SATISFACTION AND BEHAVIORAL INTENTIONS OF
ONLINE SHOPPING CUSTOMERS IN HO CHI MINH CITY, VIETNAM
GRADUATION THESIS
Major: BUSINESS ADMINISTRATION
Code: 7340101
ADVISOR: Ph.D TRAN VAN DAT
Ho Chi Minh City, 2018
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INSPECTING THE RELATIONSHIP AMONG E-SERVICE QUALITY, ETRUST, E-CUSTOMER SATISFACTION AND BEHAVIORAL INTENTIONS OF
ONLINE SHOPPING CUSTOMERS IN HO CHI MINH CITY, VIETNAM
APPROVED BY: Advisor APPROVED BY: Committee
________________________________ ________________________________
Tran Van Dat, Ph.D.
________________________________
________________________________
________________________________
THESIS COMMITTEE
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ACKNOWLEGEMENT
This thesis is the author's own work, the research results are honest, in which no
previously published content or content done by others except for cited quotes in the
thesis.
During my thesis time, I received lots of supports and encouragements from many
individuals. This thesis would not have been accomplished without those valuable input,
support, counsel, and advice.
First and foremost, I would like to express my deepest acknowledge to my advisor –
PhD. Tran Van Dat – lecturer at Banking University of Ho Chi Minh City – for his
unbelievable and unreserved help, valuable advices and recommendation. Thank for his
effort and wide knowledge to make my topic possible, his recommendations, guidance
and advices are always highly appreciated and greatly contributing to the success of this
thesis.
Next, I would like to express my earnest appreciation to the professors and lecturers
for their guidance during my academic years at Banking University. The knowledge and
skills that I have learned, have assisted me in the completing of this thesis.
Another one I would like to show my sincere gratitude is my brother and friend –
Mr. Nguyen Minh Dung, Master of Business Administration. During my hard times, he
has been contributing great support such as providing useful experiences and willing to
help me in data analysis process, and gave many useful advices without hesitation during
the time of constructing my thesis.
Last but not least, honestly the most supported ones are my family. Words fail me to
express my thankfulness for my parents for their endless love.
To all the above, and so many more, I just simply want to say again “Thank you for
all your encouragement, support, and love”.
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TABLE OF CONTENTS
ACKNOWLEGEMENT........................................................................................................................ 4
TABLE OF CONTENTS....................................................................................................................... 5
LIST OF FIGURES ............................................................................................................................... 8
LIST OF SHORTENED WORDS....................................................................................................... 10
CHAPTER I: INTRODUCTION .................................................................................................................. 11
1.1. Background........................................................................................................................... 11
1.2. Purpose and Aims of The Study ........................................................................................... 13
1.3. Research Question ................................................................................................................ 13
1.4. Research Subject .................................................................................................................. 13
1.5. Research Design.................................................................................................................... 13
1.6. Significance ........................................................................................................................... 14
1.7. Proposed Thesis Structure.................................................................................................... 14
CHAPTER II: LITERATURE REVIEW.......................................................................................................... 16
2.1. Terms and Definitions .......................................................................................................... 16
2.1.1 E-Service Quality .......................................................................................................... 16
2.1.2 E-Trust .......................................................................................................................... 17
2.1.3 E-Customer Satisfaction ............................................................................................... 20
2.1.4 Behavioral Intentions.................................................................................................... 24
2.2 Conceptual Framework........................................................................................................ 24
2.2.1 Dimensions of E-Service Quality, E-Trust and E-Customer Satisfaction ................... 24
2.2.2 Dimensions of E-Service Quality, E-Customer Satisfaction and
Behavioral Intentions................................................................................................................... 26
2.2.3 Dimensions of E-Service Quality, E-Trust and Behavioral Intention ......................... 28
2.3 Research Issues..................................................................................................................... 29
CHAPTER III: RESEARCH METHOD.......................................................................................................... 31
3.1 Research Context.................................................................................................................. 31
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3.2 Research Design.................................................................................................................... 31
3.2.1 E-Service Quality Measurement................................................................................... 31
3.2.2 E-Trust Measurement................................................................................................... 36
3.2.3 E-Customer Satisfaction Measurement........................................................................ 37
3.2.4 Behavioral Intentions Measurement ............................................................................ 37
3.2.5 Questionnaire Development.......................................................................................... 37
3.3 Description of Population and Sample ................................................................................. 40
3.4 Research Hypothesis............................................................................................................. 41
3.5 Research Model .................................................................................................................... 41
3.6 Instruments Development .................................................................................................... 42
3.7 Analysis Procedures.............................................................................................................. 42
CHAPTER IV: DATA ANALYSIS ................................................................................................................ 45
4.1 Descriptive Statistics............................................................................................................. 45
4.1.1 E-Service Quality .......................................................................................................... 45
4.1.2 E-Trust .......................................................................................................................... 46
4.1.3 E-Customer Satisfaction ............................................................................................... 47
4.1.4 Behavioral Intentions.................................................................................................... 48
4.2 Reliability Analysis............................................................................................................... 49
4.2.1 E-Service Quality .......................................................................................................... 49
4.2.2 E-Trust .......................................................................................................................... 51
4.2.3 E-Customer Satisfaction ............................................................................................... 52
4.2.4 Behavioral Intentions.................................................................................................... 53
4.3 Exploratory Factor Analysis – EFA..................................................................................... 54
4.4 Confirmatory Factor Analysis – CFA.................................................................................. 58
4.5 Reliability and Validity......................................................................................................... 61
4.6 Structural Equation Modeling – SEM ................................................................................. 67
CHAPTER V: CONCLUSION AND RECOMMENDATION............................................................................ 75
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5.1 Conclusion............................................................................................................................. 75
5.2 Managerial Implications and Theoretical Contributions.................................................... 78
5.3 Limitations and Recommendation for Future Studies ........................................................ 80
REFERENCE ...................................................................................................................................... 81
APPENDIX .......................................................................................................................................... 93
APPENDIX 1: QUESTIONNAIRE................................................................................................. 93
APPENDIX 2: DATA ANALYSIS RESULT................................................................................ 103
1. Descriptive Statistics .............................................................................................................. 103
1.1. E-Service Quality ............................................................................................................ 103
1.2. E-Trust............................................................................................................................ 103
1.3. E-Customer Satisfaction................................................................................................. 103
1.4. Behavioral Intentions...................................................................................................... 104
2. Reliability Analysis................................................................................................................. 104
2.1. E-Service Quality ............................................................................................................ 104
2.2. E-Trust............................................................................................................................ 105
2.3. E-Customer Satisfaction................................................................................................. 105
2.4. Behavioral Intentions: .................................................................................................... 106
3. Exploratory Factor Analysis.................................................................................................. 107
4. Confirmatory Factor Analysis ............................................................................................... 109
5. Structural Equation Modeling ............................................................................................... 113
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LIST OF FIGURES
Figure 2-1: Trust level during transaction phases (from Petrovic et al., 2003).................................. 19
Figure 4-2: CFA Result........................................................................................................................ 59
Figure 4-3: Revised Research Model................................................................................................... 61
Figure 4-4: SEM Result ....................................................................................................................... 68
Figure 4-5: Standardized Direct Effect ............................................................................................... 71
Figure 4-6: Standardized Indirect Effect ............................................................................................ 72
Figure 4-7: Total Effect of Research Model ........................................................................................ 74
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LIST OF TABLES
Table 2-1:Prior studies for determining drivers of e-customer satisfaction (from
Barutçu, Süleyman, 2010).................................................................................................................... 21
Table 3-2:Final Draft Questionnaire ................................................................................................... 38
Table 4-3: Descriptive Statistics of E-Customer Satisfaction ............................................................. 47
Table 4-5: Reliability Statistics of E-Service Quality.......................................................................... 49
Table 4-6: Item-Total Statistics of E-Service Quality ......................................................................... 50
Table 4-7: Reliability Statistics of E-Trust.......................................................................................... 51
Table 4-8: Item-Total Statistics of E-Trust ......................................................................................... 51
Table 4-9: Reliability Statistics of E-Customer Satisfaction............................................................... 52
Table 4-10: Item-Total Statistics of E-Customer Satisfaction ............................................................ 52
Table 4-11: Reliability Statistics of Behavioral Intentions.................................................................. 53
Table 4-12: Item-Total Statistics of Behavioral Intentions................................................................. 53
Table 4-13: Reliability tests result – Cronbach’s Alpha ..................................................................... 54
Table 4-14: KMO and Bartlett's Test of dependents variables .......................................................... 55
Table 4-15: Total Variance Explained................................................................................................. 56
Table 4-16: Pattern Matrix.................................................................................................................. 57
Table 4-17: CFA Result – Standardized Regression Weights............................................................. 60
Table 4-18: Calculated Composite Reliability..................................................................................... 64
Table 4-19: Correlation Between Constructs...................................................................................... 64
Table 4-20: AVE and Squared Correlations between the constructs................................................. 66
Table 4-21: Unstandardized Regression Weight................................................................................. 68
Table 4-22: Standardized Regression Weight ..................................................................................... 69
Table 4-23 Standardized Direct Effect ................................................................................................ 70
Table 4-24: Standardized Indirect Effect............................................................................................ 71
Table 4-25:Standardized Total Effect ................................................................................................. 72
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LIST OF SHORTENED WORDS
AVE : Average Variance Extracted
BI : Behavioral Intentions
CFA : Confirmatory Factor Analysis
CFI : Comparative Fit Index
ECS : Electronic Customer Satisfaction
ESQ : Electronic Service Quality
ET Electronic Trust
GFI : Goodness of Fit Index
KMO : Kaiser – Meyer – Olkin
MI : Modification Indices
ρc
: Composite Reliability
ρvc : Average Variance Extracted
RMSEA : Root Mean Square Error Approximation
RMSEA : Root Mean Square Error Approximation
SEM : Structural Equation Modeling
TLI : Tucker and Lewis Index
HCMC : Ho Chi Minh City
α : Cronbach’s alpha
: Estimate
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CHAPTER I: INTRODUCTION
1.1.Background
If we had to choose a single word to describe today’s consumers, “connected” would
surely rise to the top of the list. In fact, with 3.5 billion people using the internet, 7.4
billion mobile-phone subscriptions and 1.79 billion active Facebook users, connected
might not even adequately describe the current marketplace. Increasingly, everything and
everyone is moving online, resulting in the breaking of old habits and establishment of
new ones. The way we shop is no exception. Digital retailing gives consumers more ways
to shop and more access to products and services than ever before. It’s clear that
consumers are embracing the freedom of shopping whenever and wherever they please, as
online sales are capturing a double-digit share of retail dollars in some markets. In Chinathe world’s largest e-commerce market-online retail sales accounted for 12.9% of the total
retail purchases in 2015; in South Korea, it was 11.6%. In Great Britain, online accounted
for an average of 12.5% of all retail spending through the first 10 months of 2016, and in
the U.S., e-commerce represented an average 8.1% of total retail sales through the first
three quarters of 2016, a rate that Nielsen projects will grow at a compound annual
growth rate (CAGR) of 12.2% through 2020 (Nielsen Global Connected Commerce
Report, 2017).
Vietnam is home to 92 million people with a total GDP of 194 billion USD. GDP
per capita is currently 2,327 USD and expected to reach 3,105 USD by 2021. The country
is also ranked 164th by the World Bank GDP per capita rankings. There are currently
35.4 million e-Commerce users in Vietnam, with an additional 6.6 million users to be
shopping online by 2021. The average user spends 62 USD online, which will grow to 96
USD by 2021 (WorldBank, OECD, Statista, eShopWorld). These statistics are significant
signs, informing that Vietnam is a hotspot for e-businesses to prospect. Indeed, recently,
there is a trend that foreign companies come and buy companies in Vietnam, in order to
expand their business operation and also set foot in Vietnam market, where is emerging as
a potential market of the area. On April 12th 2016, the China’s giant technology group