Explaining Satisfaction at Different Stages of Adoption in the Context of Internet-Based Services

In this research we develop, operationalize, and empirically test a model for explaining/predicting the satisfaction of customers with Internet-based services at different stages of adoption. We argue and empirically demonstrate the need to consider the evolutionary nature of satisfaction and the variability of its determinants. Our model identifies desire disconfirmation, expectation disconfirmation, and perceived performance as the main determinants of satisfaction and differentiates between satisfaction at adoption of Internet-based services and satisfaction in the post-adoption stage. Our empirical results show that desires and expectations are both important comparison standards that need to be considered simultaneously in explaining satisfaction at adoption. The role of desires, however, diminishes significantly in the post-adoption stage. The results also show no significant relationship between post-adoption satisfaction and satisfaction at adoption. The paper presents the theoretical foundation of the proposed model and discusses the implications of the empirical results.

[1]  Matthew K. O. Lee,et al.  A proposed model and measurement instrument for the formation of IS satisfaction: the case of end-user computing satisfaction , 2000, ICIS.

[2]  W. DeSarbo,et al.  Response Determinants in Satisfaction Judgments , 1988 .

[3]  Kunsoo Suh,et al.  End-User's Disconfirmed Expectations and the Success of Information Systems , 1994 .

[4]  Anna S. Mattila An examination of consumers' use of heuristic cues in making satisfaction judgments , 1998 .

[5]  F. W. Irwin Purposive Behavior in Animals and Men , 1932, The Psychological Clinic.

[6]  Wynne W. Chin The partial least squares approach for structural equation modeling. , 1998 .

[7]  Gilbert A. Churchill,et al.  An Investigation into the Determinants of Customer Satisfaction , 1982 .

[8]  Izak Benbasat,et al.  Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation , 1991, Inf. Syst. Res..

[9]  Roger McHaney,et al.  A validation of the end-user computing satisfaction instrument in Taiwan , 2002, Inf. Manag..

[10]  William J. Kettinger,et al.  Perceived Service Quality and User Satisfaction with the Information Services Function , 1994 .

[11]  Confirmation Model UNDERSTANDING INFORMATION SYSTEMS CONTINUANCE: AN EXPECTATION- , 2001 .

[12]  Mimi Recker,et al.  Using the Web as a Survey Tool: Results from the Second WWW User Survey , 1995, Comput. Networks ISDN Syst..

[13]  Mark Speece,et al.  Satisfaction drivers for Internet service technology among stock brokerage customers in Thailand , 2002 .

[14]  Mary Jo Bitner,et al.  Technology infusion in service encounters , 2000 .

[15]  Steven H. Cohen,et al.  Choice Menus for Mass Customization: An Experimental Approach for Analyzing Customer Demand with an Application to a Web-Based Information Service , 2001 .

[16]  Richard A. Spreng,et al.  Modeling the determinants of customer satisfaction for business-to-business professional services , 1997 .

[17]  Mary C. Meyer,et al.  Customer Satisfaction for Financial Services: The Role of Products, Services, and Information Technology , 1998 .

[18]  Richard A. Spreng,et al.  A Reexamination of the Determinants of Consumer Satisfaction , 1996 .

[19]  P. Wilton,et al.  Models of Consumer Satisfaction Formation: An Extension , 1988 .

[20]  David F. Larcker,et al.  Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics: , 1981 .

[21]  Steven L. Neuberg,et al.  A Continuum of Impression Formation, from Category-Based to Individuating Processes: Influences of Information and Motivation on Attention and Interpretation , 1990 .

[22]  J. E. Swan,et al.  Product Performance and Consumer Satisfaction: A New Concept , 1976 .

[23]  Richard T. Watson,et al.  Service Quality: A Measure of Information System Effectiveness , 1995, MIS Q..

[24]  Youjae Yi A Critical review of consumer satisfaction , 1989 .

[25]  Mohamed Khalifa,et al.  Satisfaction with Internet-based services , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[26]  Alan Wilson,et al.  Mystery shopping: Using deception to measure service performance , 2001 .

[27]  P. A. Dabholkar,et al.  A comprehensive framework for service quality: an investigation of critical conceptual and measurement issues through a longitudinal study , 2000 .

[28]  Richard A. Spreng,et al.  The impact of confidence in expectations on consumer satisfaction , 2001 .

[29]  M. Zanna,et al.  Direct Experience And Attitude-Behavior Consistency , 1981 .

[30]  William J. Doll,et al.  The Measurement of End-User Computing Satisfaction , 1988, MIS Q..

[31]  James A. Senn,et al.  Challenges and strategies for research in systems development , 1992 .