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A Comparative Study on Antecedents to the Customer Satisfaction with Cross-Border E-commerce in Korea and China

  • Ting, Bai (Haco Co. Ltd.) ;
  • Nam, Inwoo (College of Business and Economics Chung-Ang University)
  • Received : 2016.07.08
  • Accepted : 2016.08.09
  • Published : 2016.07.31

Abstract

As one of the most popular forms of electronic commerce, cross-border e-commerce provides numerous consumer benefits, such as broad and deep product assortments at low prices. However, consumers tend to exhibit high involvement in cross-border e-commerce purchases due to high risks associated with such purchases. The paper focuses on identifying causal relationships between e-commerce website traits (i.e., website trustworthiness, interactivity and convenience) and consumer satisfaction and along with loyalty. We proposed a reflective-reflective hierarchical model (first-order reflective and second-order reflective model) and used the Partial Least Square Analysis Statistical method to test the hypotheses. The results demonstrated that website trustworthiness, convenience and interactivity were all positively related to consumer satisfaction. Also, higher satisfaction led to stronger customer loyalty, which may well increase revisit intentions. We also compared the strength of each path from a website trait to satisfaction. Results illustrated that the path from website convenience to satisfaction is the strongest among the three website traits. In addition, we separately examined differences within Korean group and Chinese group. No statistically significant difference among website traits was found within Korean group. However, within Chinese group, we found that website convenience is the most important predictor of satisfaction. This indicates that Chinese consumers are more concerned about the website convenience than interactivity and trustworthiness when they make cross-border e-commerce purchases. Moreover, this study investigated possible differences between Korean and Chinese group. We used multi-group analysis of Smart PLS 3.0 to test the results. It was shown that the two groups do not display statistically significant difference in trustworthiness, interactivity, or convenience in influencing customer satisfaction. Finally, we presented further implications which are useful for understanding of the proposed model. Limitations and improvements of this research were presented, too.

Keywords

References

  1. Ahmad, Sohel. (2002), "Service Failures and Customer Defection: a Closer Look at Online Shopping Experiences," Managing Service Quality, 12(1), 19-29.
  2. Ahn, Tony, Seewon Ryu, and Ingoo Han(2007), "The Impact of Web Quality and Playfulness on User Acceptance of Online Retailing," Information & Management, 44(3), 263-275.
  3. Alba, Joseph, John Lynch, Barton Weitz, Chris Janiszewski, Richard Lutz, Alan Sawyer, and Stacy Wood (1997), "Interactive Home shopping: Consumer, Retailer., Manufacturer and Incentives to Participate in Electronic Marketplaces," Journal of Marketing, 61(3), 38-53.
  4. Anderson, Eugene W. and Mary W. Sullivan (1993), "The Antecedents and Consequences of Customer Satisfaction for Firms," Management Science, 12(2), 125-143.
  5. Anderson, Eugene W., Cales Fornell, and Donald R. Lehmann (1994), "Customer Satisfaction, Market Share, and Profitability: Findings from Sweden," Journal of Marketing, 58(3), 53-66.
  6. Assael, Henry (1992), "Consumer Behavior and Marketing Action 4th Edition," Boston: PWS-Kent.
  7. Back, Yongme (2013), "25% Online Shopper Uses Cross-border shopping mall," (accessed Augest 5, 2013), [available at http://www.newsis.com/ar_detail/view.html?ar_id=NISX20130802_0012265517&cID=10401&pID=10400].
  8. Balasubramanian, Sridhar, Prabhudev Konana, and Nirup M. Menon (2003), "Customer Satisfaction in Virtual Environments: A Study of Online Investing," Management Science, 49(7), 871-889.
  9. Bearden, William O. and Jesse E. Teel (1983), "Selected Determinants of Consumers Satisfaction and Complaint Reports," Journal of Marketing Research, 20(1), 21-28.
  10. Beauchamp, Michelle B. and Nicole Ponder (2010), "Perceptions of Retail Convenience for In-store and Online Shoppers," The Marketing Management Journal, 20(1), 49-65.
  11. Belanger, France, Janine S. Hiller, and Wanda J. Smith (2002), "Trustworthiness in Electronic Commerce: the Role of Privacy, Security, and Site Attributes," The Journal of Strategic Information Systems. 11(3-4), 245-270.
  12. Berry, Leonard L., Kathleen Seiders, and Dhruv Grewal (2002), "Understanding Service Convenience," Journal of Marketing, 66(3), 1-17.
  13. Bezjian Avery, Alexa, Bobby Calder, and Dawn Iacobucci (1998), "New Media Interactive Advertising vs Traditional Advertising," Journal of Advertising Research, 38 (4), 23-32.
  14. Bhatnagar, Amit, Sanjog Misra, and H Raghav Rao (2000), "On Risk, Convenience and Internet Shopping Behavior," Communications of the ACM, 43(11), 98-105.
  15. Bitner, Mary J., Bernerd H. Booms, and Mary S. Tetreault (1990), "The Service Encounter: Diagnosing Favorable and Unfavorable Incidents," Journal of Marketing, 54(1), 71-84.
  16. Blattberg, Robert C. and John Deighton (1991), "Interactive Marketing: Exploiting the Age of Addressibility," MIT Sloan Management, 33(1), 5-14.
  17. Bollen, Kenneth A. and Richard D. Lennox (1991), "Conventional Wisdom on Measurement: A Structural Equation Perspective," Psychological Bulletin, 110(2), 305-314.
  18. Chang, Hsin H., Yao H. Wang, and Wen Y. Yang (2009), "The Impact of E-service Quality, Customer Satisfaction and Loyalty on E-marketing: Moderating Effect of Perceived Value," Total Quality Management & Business Exellence, 20(4), 423-443.
  19. Chang, Hsin H. and Su Wen Chen (2009), "Consumer Perception of Interface Quality, Security, and Loyalty in Electronic Commerce," Information and Management, 46(7), 411-417.
  20. Chin, Wynne W.(1998), "Commentary: Issues and Opinion on Structural Equation Modeling," MIS Quarterly, 22 (1), 7-16.
  21. Chiles, Todd H. and John F. McMackin (1996), "Integrating Variable Risk Preferences, Trust, and Transaction Cost Economics," The Academy of Management Review, 21(1), 73-99.
  22. Chiou, J.Shen, Lei-Yu Wu, and Yi-Ping Sung (2009), "Buyer Satisfaction and Loyalty Intention in Online Auctions: Online Auction Website versus Online Auction Seller," Journal of Service Management, 20(5), 521-543.
  23. Choi, Nakgyoon (2012), "Impacts and Main Issues of the Korea-China FTA," Research Report, Korea Economic Institute of America.
  24. Choi, Sejung M. and Nora J. Rifon (2002), "Antecedents and Consequences of Web Advertising Credibility: A study of Consumer Response to Banner Ads," Journal of Interactive Advertising, 3(1), 12-24.
  25. Chow, Simeon and Reed Holden (1997), "Toward an understanding of loyalty: The Moderating Role of Trust," Journal of Managerial Issues, 9(3), 275-298.
  26. Civic Consulting (2011), "Consumer Market Study on the Functioning of E-commerce and Internet Marketing and Selling Techniques in the Retail of Goods," Research Report, Civic Consulting,(September 9).
  27. Cohen, Jacob (1988), "Statistical Power Analysis for the Behavioral Sciences 2nd Edition," Hillsdale, New Jersey: Lawrence Erlbaum.
  28. Constantinides, Efthymios (2004), "Influencing the Online Consumer's Behavior: the Web Experience," Internet Research, 14(2), 111-126.
  29. Copeland, Melvin T. (1923), "Relation of consumer's buying habits to marketing method," Harvard Business Review, 1(3), 282-289.
  30. Damanpour, Faramarz and Jamshid A. Damanpour (2001), "E-business E-commerce Evolution: Perspective and Strategy," Managerial Finance, 27(7), 16-33.
  31. Deighton, John (1996), "The Future of Interactive Marketing," Harvard Business Review, 74(6), 151-160.
  32. Del Duca, LouisF., Colin Rule, and Zbynek Loebl (2011), "Facilitating Expansion of Cross-Border E-Commerce-Developing a Global Online Dispute Resolution System (Lessons Derived from Existing ODR Systems - Work of the United Nations Commission on International Trade Law," Penn State Journal of Law & International Affairs, 1(1) 59-85.
  33. Doney, Patricia M. and Joseph P. Cannon (1997), "An Examination of the Nature of Trust in Buyer-Seller Relationships," Journal of Managerial, 60(2), 35-51.
  34. Donthu, Naveen and Adriana Garcia (1999), "The Internet Shopper," Journal of Advertising Research, 39(3), 52-58.
  35. Etgar, Michael (1978), "Differences in the Use of Manufacturer Power in Conventional and Contractual Channels," Journal of Retailing, 54, 49-62.
  36. European Commission (2013), "Retailers Attitudes towards Cross-border Trade and Consumer Protection," Report of Flash Eurobabarometer 359.
  37. Feinberg, Richard and Rajesh Kadam (2002), "E-CRM Web Service Attributes as Determinants of Customer Satisfaction with Retail Web Sites," International Journal of Service Management, 13(5), 432-451.
  38. Fiore, Ann M., Hyun-Jeong Jin and Jihyun Kim (2005), "For Fun and Profit: Hedonic Value from Image Interactivity and Responses toward an Online Store," Psychology & Marketing, 22(8), 669-694.
  39. Fornell, Claes and David F. Larcker (1981), Evaluating Structural Equation Models with Unobservable Variables and Measurement Error," Journal of Marketing Research, 18(1), 39-50.
  40. Gassenheimer,Sterling and Robicheaux (1989), "Long-term Channel Member Relationships," International Journal of Physical Distribution and Materials Management, 19 (12), 15-28.
  41. Gomez-Herrera, Estrella, Bertin Martens1, Geomina Turlea (2014), "The Drivers and Impediments for Cross-border E-commerce in the EU," Information Economics and Policy, 28(C), 83-96.
  42. Hallowell, Roger (1996), "The Relationships of Customer Satisfaction, Customer loyalty, and Profitability: an empirical study," International Journal of Service Industry Management, 7(4), 27-42.
  43. Han, Xiu and Liang Chen (2012), "Chinese People Consumed Near 300billion RMB in Overseas High-graded Commidities," (accessed September 9, 2012), [available at http://www.hinews.cn/news/system/2012/09/09/014927914.shtml].
  44. Hoffman, Donna L., Thomas P. Novak, and Marcos Peralta (1999), "Building Consumer Trust in Online Environments: The Case for Information Privacy," Communications of the ACM, 42(4),80-85.
  45. Huizingh, Eelko K. R. E (2000), "The Content and Design of Web Sites: An Empirical Study," Information and Management, 37(3), 123-134.
  46. Human Rights Watch (2006), "How Censorship Works in China: A Brief Overview," (accessed Augest 8), [available at http://www.hrw.org/reports/2006/china0806/3.htm].
  47. Jacoby,Jacob (1971), "A Model of Multi-Brand Loyalty," Journal of Advertising Research, 11(3), 25-30.
  48. Jarvenpaa, Sirkka L., Noam Tractinsky, and Michael Vitale (2000), "Consumer Trust in an Internet Store," Information Technology and Management; 1(1-2), 45-71.
  49. Jayawardhena, Chanaka, Len T. Wright, and Charles Dennis (2007), "Consumers Online: Intentions, Orientations and Segmentation," International Journal of Retail & Distribution Management, 35(6), 515-526.
  50. Jensen, Jens F. (1998), "Interactivity: Tracing a New Concept in Media and Communication Studies," Nordicom Review, 19 (1), 185-204.
  51. Jiang, Pingjun and Bert Rosenbloom (2005), "Customer Intention to Return Online: Price Perception, Attribute Level Performance, and Satisfaction Unfolding Over Time," European Journal of Marketing, 39(1), 150-174.
  52. Jiang,Ling, Zhilin Yang and Minjoon Jun (2012), "Measuring Consumer Perceptions of online Shopping Convenience," Journal of Service Management, 24(2), 191-214.
  53. Keeney, Ralph L. (1999), "The Value of Internet Commerce to the Customer," Management Science, 45(4), 533-542.
  54. Keil, Mark, Bernard C. Y. Tan, Kwok-Kee Wei, Timo Saarinen, Virpi Tuunainen, and Arjen Wassenaar (2000), "A Cross-Cultural Study on Escalation of Commitment Behavior in Software Projects," Management Information Systems Quarterly, 24(2), 299-325.
  55. Keller, Kevin L. (1993), "Conceptualizing, Measuring, and Managing Customer-Based Brand Equity," Journal of Marketing, 57(1), 1-22.
  56. Kim, Hyo J. (2014), "Cross Border Shopping Mall, 'iHerb'got Highest Score," (accessed Augest 7, 2014), [available at http://www.hani.co.kr/arti/economy/economy_general/650216.html].
  57. Kim, J. D., and Park, P.J. (2013), "Is CrossBorder E-commerce Silk Road or Mirage? Korea International Trade Association," 12(40), 1-17.
  58. Kim, Hee-Woong, Yunjie Xu, and Joon Koh (2004), "A Comparison of Online Trust Building Factors between Potential Customers and Repeat Customers." Journal of the Association for Information Systems, 5(10), 392-420.
  59. Kongaonkar, Pradeep and Wolin, Lori D. (1999), "A Multivariate Analysis of Web-Usage," Journal of Advertising Research, 39(2), 53-68.
  60. Kotler, Philip and Gerald Zaltman (1971), "Social Marketing: An Approach to Planned Social Change," Journal of Marketing, 35(3), 3-12.
  61. Kumar, Piyush, Manohar U. Kalwani, and Maqbool Dada (1997), "The Impact of Waiting Time Guarantees on Consumer Waiting Experiences," Marketing Science, 16(4), 295-314.
  62. Laudon, Kenneth C. and Jane P. Laudon (2012), "Essentials of Management Information Systems (10th ed.)," Boston: Pearson.
  63. Lee, Hyo J. (2013), "Housewife Kim, Money Saved through Cross-boarder E-commerce," (accessed December 23, 2013), [available at http://www.econovill.com/archives/143420].
  64. Li, Na and Ping Zhang (2002), "Consumer Online Shopping Attitudes and Behavior: An Assessment of Research," Proceedings of the Americas Conference on Information Systems, 508-517 (Augest 9-11).
  65. Lin, Judy C. and Hsipeng Lu (2000), "Towards an Understanding of the Behavioural Intention to Use a Web Site," International Journal of Information Management, 20(3), 197-208.
  66. Liu, Yuping (2003), "Developing a Scale to Measure the Interactivity of Websites," Journal of Advertising Research, 43(2), 207-216
  67. Liu, Yuping and L.J. Shrum (2002), "What is Interactivity and is It Always Such a Good Thing? Implications of Definition, Person, and Situation for the Influence of Interactivity on Advertising Effectiveness," Journal of Advertising, 31(4), 53-64.
  68. Marmorstein, Howard, Dhruv Grewal, and Raymond P.H. Fishe (1992), "The Value of Time Spent in Price-Comparison Shopping: Survey and Experimental Evidence," Journal of Consumer Research, 19 (1), 52-61.
  69. McDermott, Keira (2015), "Key Business Drivers and Opportunities in Cross-border Ecommerce, Entering an Omnichannel World, 2015," Research report, Payvision Global Card Processing.
  70. McMillan, Sally J. and Jang-sun Hwang (2002), "Measures of Perceived Interactivity: An Exploration of the Role of Direction of Communication, User Control, and Time in Shaping Perceptions of Interactivity," Journal of Advertising, 31(3), 29-42.
  71. Meuter, Matthew L., Amy L. Ostrom, Robert I. Roundtree, Mary Jo Bitner (2000), "SelfService Technologies: Understanding Customer Satisfaction with Technology-Based Service Encounters," Journal of Marketing, 64(3), 50-64.
  72. Moorman, Christine, Rohit Deshpande and Gerald Zaltman (1993), "Factors Affecting Trust in Market Research Relationships," Journal of Marketing, 57(1), 81-101.
  73. Morgan, Robert M. and Shelby D. Hunt (1994), "The Commitment-Trust Theory of Relationship Marketing," Journal of Marketing, 58(3), 20-38.
  74. Morganosky, Michelle A. and Brenda J. Cude (2000), "Consumer Response to Online Grocery Shopping," International Journal of Retail & Distribution Management, 28(1), 17-26.
  75. Mulaik, Stanley A., Larry R. James, Judith Van Alstine, Nathan Bennett, Sherri Lind, and Dean Stilwell (1989), "Evaluation of Goodness of Fit Indicies for Structural Equation Model," Psychological Bulletin, 105(3), 430-445.
  76. Nguyen, Binh (2015)," Customer's Satisfaction and Loyalty through E-commerce: The Case of Company X," Bachelor's Dissertation, Department of Financial Management, Tampere University of Applied Sciences.
  77. Nunally, Jum C. and Ira H. Bernstein (1994), "Psychometric theory," New York: McGrawHill.
  78. Oliver, Richard L. (1980), "A Cognitive Model of Antecedents and Consequences of Satisfaction Decisions," Journal of Marketing Research, 17(4), 460-469.
  79. Palmer, Jonathan W. (2000), "Web Site Usability, Design, and Performance Metrics," Information Systems Research, 13(2), 151-167.
  80. Park, Chul and Byeungku Kang (2000), "Factors Influencing on Consumer Trust toward Internet Shopping Mall," The Korea Society of Management information Systems, 7(5) 869-879.
  81. Pavlik, John V. (1998), "New Media Technology: Cultural and Commercial Perspectives," 2nd Edition, Boston: Allyn and Bacon.
  82. Ping, Robert A. Jr. (1993), "The Effects of Satisfaction and Structural Constraints on Retailer Exiting, Voice, Loyalty, Opportunism, and Neglect," Journal of Retailing, 69 (3), 320-352.
  83. Punj, Girish and Robert Moore (2009), "Information Search and Consideration Set Formation in a Web-Based Store Environment," Journal of Business Research, 62(6), 644-650.
  84. Ratnasingham, Pauline (1998), "Internet Based EDI Trust and Security Information," Management and Computer Security, 6(1), 33-39.
  85. Reibstein, David. J. (2002), "What Attracts Customers to Online Stores, and What Keeps Them Coming Back?" Journal of the Academy of Marketing Science, 30(4), 465-471.
  86. Reichheld, Frederick F. and Phil Schefter(2000), "E-loyalty: Your Secret Weapon on the Web" Harvard Business Review, 78, 105
  87. Ribbink, Dina, Allard C. R Riel, Veronica Liljander, and Sandra Streukens (2004), "Comfort Your Online Customer: Quality, Trust and Loyalty on the Internet," Managing Service Quality, 14(6), 446-456.
  88. Rust, Roland Z. and Anthony J. Zahorik (1993), "Customer Satisfaction, Customer Retention and Market Share," Journal of Retailing, 69(2), 193-215.
  89. Sahadev, Sunil and Keyoor Purani (2008), "Modelling the Consequences of E-service Quality," Marketing Intelligence & Planning, 26 (6), 605-620.
  90. Schaffer, Eric (2000), "A better way for web design," InformationWeek, 784(May), 194.
  91. Seiders, Kathleen, Glenn B. Voss, Andrea L. Godfrey, and Dhruv Grewal (2007), "SERVCON: Development and Validation of A Multidimensional Service Convenience Scale," Journal of the Academy of Marketing Science, 25(1), 144-156.
  92. Seiders, Kathleen, Leonard L. Berry, and Larry G. Gresham (2000), "Attention retailers: How convenient is your convenience strategy?" Sloan Management Review, 49(3), 79-90.
  93. Singh, Jagdip and Deepak Sirdeshmukh (2000), "Agency and Trust Mechanisms in Relational Exchanges," Journal of the Academy of Marketing Science, 28(1), 150-167.
  94. Singh, Nitish, Hongxin Zhao, and Xiaorui Hu (2005), "Cultural Adaptation on the Web: A Study of American Companies' Domestic and Chinese Websites," Journal of Global Information Management, 11(3), 63-80.
  95. Sinkovics, Rudolf R., MoYamin, Matthias Hossinger(2007), "Cultrual Adaptation in Cross Boreder E-commerce: A Study of German Companies," Journal of Electronic Commerce Research ,8(40),221-235.
  96. Smith, J. Brock and Donald W. Barclay (1997), "The Effects of Organizational Differences and Trust on the Effectiveness of Selling Partner Relationships," Journal of Marketing, 61(1), 3-21.
  97. Spekman, Robert E. (1988), "Perceptions of Strategic Vulnerability among Industrial Buyers and Its Effect on Information Search and Supplier Evaluation," Journal of Business Research, 17(4), 313-327.
  98. Srinivasan, Srini S., Rolph Anderson, and Kishore Ponnavolu (2002), "Customer Loyalty in Ecommerce: an Exploration of Its Antecedents and Consequences," Journal of Retailing, 78(1), 41-50.
  99. Straubhaar, Joseph and Robert LaRose (1996), "Communications Media in the Information Society," Belmont, CA: Wadsworth Press.
  100. Szymanski, David M. and Richard T. Hise (2000), "E-satisfaction: An Initial Examination," Journal of Retailing, 76(3), 309-322.
  101. Tang, See Kit (2014), "Why China-South Korea trade pact is a win-win," (accessed November 11, 2014), [available at http://www.cnbc.com/2014/11/11/why-china-south-koreatrade-pact-is-a-win-win.html.
  102. Tenenhaus, Michel, Vincenzo E. Vinzi, Yves M. Chatelin, and Carlo Lauro (2005), "PLS Path Modeling," Computational Statistics & Data Analysis, 48(1), 159-205.
  103. Thorbjornsen, Helge, Magne Supphellen, Herbjorn Nysveen, and Per E. Pedersen (2002), "Building Brand Relationships Online: A Comparison of two Interactive Applications," Journal of Interactive Marketing, 16(3), 17-34.
  104. Tracy, Bernadette (1998), "E-tailing: What Web Customers Really Want," Advertising Age's Business Marketing, 83(11), 39-42.
  105. Urban, Glen L., Fareena Sultan and William Qualls (1999), "Design and Evaluation of a Trust Based Advisor on the Internet," research paper presented at the MIT Sloan School of Management (July 1999).
  106. Walter, J. O'Brien (2001), "Consumer Privacy Attitudes and Behaviors Survey Conducted by Harris Interactive," research paper presented at Harris Interactive for the Privacy Leadership Initiative.
  107. Watson, Richard T., Sigmund Akselsen, and Leyland F. Pitt (1998), "Attractors: Building Mountains in the Flat landscape of the World Wide Web," California Management Review, 40(2), 36-43.
  108. Yale, L. and A. Venkatesh (1986), "Toward the Construct of Convenience in Consumer Research," Advances in Consumer Research, 13(1), 403-408.
  109. Yoon, Sung Joon and Joo Ho Kim (2000), "An Empirical Validation of a Loyalty Model Based on Expectation Disconfirmation," Journal of Consumer Marketing, 17(2), 120-126.