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Satisfaction to Stay, Regret to Switch: Understanding Post-adoption Regret in Choosing Competing Technologies When Herding

Author

Listed:
  • Haiyun (Melody) Zou

    (Warwick Business School, University of Warwick, Coventry CV4 7AL, United Kingdom)

  • Heshan Sun

    (Department of Management Information Systems, Price College of Business, The University of Oklahoma, Norman, Oklahoma 73019)

  • Yulin Fang

    (Faculty of Business and Economics, HKU Business School, The University of Hong Kong, Hong Kong)

Abstract

Faced with uncertainty when choosing among a wide range of similar competing technologies, users often take a herding in technology adoption (HTA) strategy to make heuristic adoption decisions. The HTA strategy brings users cost and time savings and casts doubt on user staying power. The extant adoption research has long focused on user satisfaction with the performance of the chosen technology (also known as the expectation-disconfirmation theory perspective) but does not sufficiently account for the consideration of the decision process across competing alternatives. To fill this void, this research uses a holistic post-adoptive evaluation by introducing a regret perspective in relation to competing technologies. Specifically, we theorize and operationalize a new multidimensional construct of post-adoption regret and construct a research model to examine how HTA leads to post-adoption regret and how such regret influences user staying power. The results suggest that post-adoption regret is formed primarily through two routes, outcome and process, and it is found to be more related to user switching, whereas satisfaction is related to user retention. The research model is supported by two longitudinal field studies of users in Asia and Europe who chose between competing technologies in both forms of free software and paid hardware. Findings from this research have significant implications for information systems research and industry practice.

Suggested Citation

  • Haiyun (Melody) Zou & Heshan Sun & Yulin Fang, 2023. "Satisfaction to Stay, Regret to Switch: Understanding Post-adoption Regret in Choosing Competing Technologies When Herding," Information Systems Research, INFORMS, vol. 34(4), pages 1455-1475, December.
  • Handle: RePEc:inm:orisre:v:34:y:2023:i:4:p:1455-1475
    DOI: 10.1287/isre.2022.1188
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    References listed on IDEAS

    as
    1. Mr. Sunil Sharma & Sushil Bikhchandani, 2000. "Herd Behavior in Financial Markets: A Review," IMF Working Papers 2000/048, International Monetary Fund.
    2. Pieters, Rik & Zeelenberg, Marcel, 2005. "On bad decisions and deciding badly: When intention-behavior inconsistency is regrettable," Organizational Behavior and Human Decision Processes, Elsevier, vol. 97(1), pages 18-30, May.
    3. Tsiros, Michael & Mittal, Vikas, 2000. "Regret: A Model of Its Antecedents and Consequences in Consumer Decision Making," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 26(4), pages 401-417, March.
    4. Anol Bhattacherjee & Sang Cheol Park, 2014. "Why end-users move to the cloud: a migration-theoretic analysis," European Journal of Information Systems, Taylor & Francis Journals, vol. 23(3), pages 357-372, May.
    5. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    6. Zeelenberg, M. & van Dijk, W.W. & Manstead, A.S.R., 1998. "The experience of regret and disappointment," Other publications TiSEM 57c0c58e-e9a1-49f0-a024-d, Tilburg University, School of Economics and Management.
    7. van Dijk, W.W. & van der Pligt, J. & Zeelenberg, M., 1999. "Effort invested in vain : The impact of effort on the intensity of disappointment and regret," Other publications TiSEM 4746cce1-ce4d-4fea-b3c4-0, Tilburg University, School of Economics and Management.
    8. Zeelenberg, M. & Pieters, R., 2004. "Beyond valence in customer dissatisfaction : A review and new findings on behavioral responses to regret and disappointment in failed services," Other publications TiSEM 7bfb4aa9-cba7-4786-850d-1, Tilburg University, School of Economics and Management.
    9. Lei Zhu & Izak Benbasat & Zhenhui Jiang, 2010. "Let's Shop Online Together: An Empirical Investigation of Collaborative Online Shopping Support," Information Systems Research, INFORMS, vol. 21(4), pages 872-891, December.
    10. Lerner, Jennifer & Han, Seunghee & Keltner, Dacher, 2007. "Feelings and Consumer Decision Making: Extending the Appraisal-Tendency Framework," Scholarly Articles 37143006, Harvard Kennedy School of Government.
    11. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    12. Inman, J.J. & Zeelenberg, M., 2002. "Regret in repeat purchase versus switching decisions : The attenuating role of decision justifiability," Other publications TiSEM 44060120-bd30-40e0-a97f-f, Tilburg University, School of Economics and Management.
    13. Gary C. Moore & Izak Benbasat, 1991. "Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation," Information Systems Research, INFORMS, vol. 2(3), pages 192-222, September.
    14. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    15. Joann Peck & Suzanne B. Shu, 2009. "The Effect of Mere Touch on Perceived Ownership," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(3), pages 434-447.
    16. Inman, J Jeffrey & Zeelenberg, Marcel, 2002. "Regret in Repeat Purchase versus Switching Decisions: The Attenuating Role of Decision Justifiability," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 29(1), pages 116-128, June.
    17. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    18. Tsiros, Michael, 1998. "Effect of Regret on Post-choice Valuation: The Case of More Than Two Alternatives," Organizational Behavior and Human Decision Processes, Elsevier, vol. 76(1), pages 48-69, October.
    19. J. Jeffrey Inman & James S. Dyer & Jianmin Jia, 1997. "A Generalized Utility Model of Disappointment and Regret Effects on Post-Choice Valuation," Marketing Science, INFORMS, vol. 16(2), pages 97-111.
    20. Simonson, Itamar, 1992. "The Influence of Anticipating Regret and Responsibility on Purchase Decisions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 19(1), pages 105-118, June.
    21. Zeelenberg, M., 1999. "The use of crying over spilled milk : A note on the rationality and functionality of regret," Other publications TiSEM 66ac04be-d1ee-4a0e-9e97-7, Tilburg University, School of Economics and Management.
    22. Boles, Terry L. & Messick, David M., 1995. "A Reverse Outcome Bias: The Influence of Multiple Reference Points on the Evaluation of Outcomes and Decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 61(3), pages 262-275, March.
    23. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    24. Ofir Turel, 2015. "Quitting the use of a habituated hedonic information system: a theoretical model and empirical examination of Facebook users," European Journal of Information Systems, Taylor & Francis Journals, vol. 24(4), pages 431-446, July.
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