IDEAS home Printed from https://ideas.repec.org/a/inm/orisre/v34y2023i4p1455-1475.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/isre.2022.1188
    Download Restriction: no

    File URL: https://libkey.io/10.1287/isre.2022.1188?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    11. 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.
    12. 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.
    13. 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.
    14. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    15. 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.
    16. Mr. Sunil Sharma & Sushil Bikhchandani, 2000. "Herd Behavior in Financial Markets: A Review," IMF Working Papers 2000/048, International Monetary Fund.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Keaveney, Susan M. & Huber, Frank & Herrmann, Andreas, 2007. "A model of buyer regret: Selected prepurchase and postpurchase antecedents with consequences for the brand and the channel," Journal of Business Research, Elsevier, vol. 60(12), pages 1207-1215, December.
    2. Kang, Young Sik & Min, Jinyoung & Kim, Jeoungkun & Lee, Heeseok, 2013. "Roles of alternative and self-oriented perspectives in the context of the continued use of social network sites," International Journal of Information Management, Elsevier, vol. 33(3), pages 496-511.
    3. Davvetas, Vasileios & Diamantopoulos, Adamantios, 2017. "“Regretting your brand-self?” The moderating role of consumer-brand identification on consumer responses to purchase regret," Journal of Business Research, Elsevier, vol. 80(C), pages 218-227.
    4. Patricia H. Born & E. Tice Sirmans, 2019. "Regret in health insurance post‐purchase behavior," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 22(2), pages 207-219, July.
    5. Florian Teleaba & Sorin Popescu & Marieta Olaru & Diana Pitic, 2021. "Risks of Observable and Unobservable Biases in Artificial Intelligence Predicting Consumer Choice," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(56), pages 102-102, February.
    6. repec:dau:papers:123456789/4260 is not listed on IDEAS
    7. Park, Jeong-Yeol & Jang, SooCheong (Shawn), 2013. "Confused by too many choices? Choice overload in tourism," Tourism Management, Elsevier, vol. 35(C), pages 1-12.
    8. Ratner, Rebecca K. & Herbst, Kenneth C., 2005. "When good decisions have bad outcomes: The impact of affect on switching behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 96(1), pages 23-37, January.
    9. Enrico Diecidue & Nils Rudi & Wenjie Tang, 2012. "Dynamic Purchase Decisions Under Regret: Price and Availability," Decision Analysis, INFORMS, vol. 9(1), pages 22-30, March.
    10. Lin, Chien-Huang & Huang, Wen-Hsien & Zeelenberg, Marcel, 2006. "Multiple reference points in investor regret," Journal of Economic Psychology, Elsevier, vol. 27(6), pages 781-792, December.
    11. Niladri Syam & Partha Krishnamurthy & James D. Hess, 2008. "What I Thought I Wanted? Miswanting and Regret for a Standard Good in a Mass-Customized World," Marketing Science, INFORMS, vol. 27(3), pages 379-397, 05-06.
    12. Shahid Sameeni, Maleeha & Ahmad, Wasim & Filieri, Raffaele, 2022. "Brand betrayal, post-purchase regret, and consumer responses to hedonic versus utilitarian products: The moderating role of betrayal discovery mode," Journal of Business Research, Elsevier, vol. 141(C), pages 137-150.
    13. Zeelenberg, Marcel & van Dijk, Wilco W. & Manstead, Antony S. R., 2000. "Regret and Responsibility Resolved? Evaluating Ordonez and Connolly's (2000) Conclusions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 81(1), pages 143-154, January.
    14. Hoelzl, Erik & Loewenstein, George, 2005. "Wearing out your shoes to prevent someone else from stepping into them: Anticipated regret and social takeover in sequential decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 98(1), pages 15-27, September.
    15. Özalp Özer & Yanchong Zheng, 2016. "Markdown or Everyday Low Price? The Role of Behavioral Motives," Management Science, INFORMS, vol. 62(2), pages 326-346, February.
    16. Zeelenberg, Marcel & van Dijk, Wilco W. & van der Pligt, Joop & Manstead, Antony S. R. & van Empelen, Pepijn & Reinderman, Dimitri, 1998. "Emotional Reactions to the Outcomes of Decisions: The Role of Counterfactual Thought in the Experience of Regret and Disappointment," Organizational Behavior and Human Decision Processes, Elsevier, vol. 75(2), pages 117-141, August.
    17. Mookherjee, Satadruta & Lee, Jennifer J. & Sung, Billy, 2021. "Multichannel presence, boon or curse?: A comparison in price, loyalty, regret, and disappointment," Journal of Business Research, Elsevier, vol. 132(C), pages 429-440.
    18. Reb, Jochen & Connolly, Terry, 2009. "Myopic regret avoidance: Feedback avoidance and learning in repeated decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 109(2), pages 182-189, July.
    19. Andreas Herrmann & Frank Huber & Christian Seilheimer, 2003. "Die Qual der Wahl: Die Bedeutung des Regret bei Kaufentscheidungen," Schmalenbach Journal of Business Research, Springer, vol. 55(3), pages 224-249, May.
    20. Zeelenberg, M. & van Dijk, W.W. & van der Pligt, J. & Manstead, A.S.R. & van Empelen, P. & Reinderman, D., 1998. "Emotional reactions to the outcomes of decision : The role of counterfactual thought in the experience of regret," Other publications TiSEM eafc28f9-18d6-4b76-b70f-3, Tilburg University, School of Economics and Management.
    21. George, Jennifer M. & Dane, Erik, 2016. "Affect, emotion, and decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 136(C), pages 47-55.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:orisre:v:34:y:2023:i:4:p:1455-1475. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.