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Will I regret not buying? Unpacking the dual pathways of anticipated regret that influence online impulsive buying

Author

Listed:
  • Xiang He

    (HKBU - Hong Kong Baptist University)

  • Mengxiang Li

    (HKBU - Hong Kong Baptist University)

  • Yi Liu

    (Rennes SB - Rennes School of Business)

Abstract

Impulsive buying accounts for a significant portion of online transactions. However, it is challenging for retailers to stimulate consumers' impulsive buying in the quick decision-making environment of online shopping, which is often driven by promotional events. As consumers often regret when shopping online, a key factor influencing their impulsive buying is the anticipation of that regret. Yet few studies have examined the role of anticipated regret in impulsive buying. Drawing on regret theory, we explore how online review valence shapes two forms of anticipated regret: anticipated action regret (for buying) and anticipated inaction regret (for not buying). Furthermore, we examine how quantity-and time-based scarcity messages moderate the relationship between review valence and anticipated regret. Findings from two laboratory experiments show that positive review valence reduces anticipated action regret while increasing anticipated inaction regret, with scarcity messages amplifying these effects. We further find that anticipated inaction regret, rather than anticipated action regret, plays a pivotal role in driving impulsive buying. Our qualitative survey provides rich evidence to validate our theoretical arguments and findings. This study enriches the literature by highlighting the affective mechanism of anticipated regret in impulsive buying and offering a nuanced understanding of its dual nature. It provides actionable suggestions to online retailers for optimizing the use of review valence and scarcity messages to enhance sales in fast-paced online shopping contexts.

Suggested Citation

  • Xiang He & Mengxiang Li & Yi Liu, 2026. "Will I regret not buying? Unpacking the dual pathways of anticipated regret that influence online impulsive buying," Post-Print hal-05526450, HAL.
  • Handle: RePEc:hal:journl:hal-05526450
    DOI: 10.1016/j.im.2026.104323
    Note: View the original document on HAL open archive server: https://hal.science/hal-05526450v1
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    References listed on IDEAS

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    1. Cheng Yi & Zhenhui (Jack) Jiang & Mi Zhou, 2023. "Investigating the effects of product popularity and time restriction: The moderating role of consumers’ goal specificity," Production and Operations Management, Production and Operations Management Society, vol. 32(9), pages 2723-2739, September.
    2. Ruiz-Mafe, Carla & Chatzipanagiotou, Kalliopi & Curras-Perez, Rafael, 2018. "The role of emotions and conflicting online reviews on consumers' purchase intentions," Journal of Business Research, Elsevier, vol. 89(C), pages 336-344.
    3. Xueming Luo & Xianghua Lu & Jing Li, 2019. "When and How to Leverage E-commerce Cart Targeting: The Relative and Moderated Effects of Scarcity and Price Incentives with a Two-Stage Field Experiment and Causal Forest Optimization," Information Systems Research, INFORMS, vol. 30(4), pages 1203-1227, December.
    4. Tianxin Zou & Bo Zhou & Baojun Jiang, 2020. "Product-Line Design in the Presence of Consumers’ Anticipated Regret," Management Science, INFORMS, vol. 66(12), pages 5665-5682, December.
    5. Reb, Jochen, 2008. "Regret aversion and decision process quality: Effects of regret salience on decision process carefulness," Organizational Behavior and Human Decision Processes, Elsevier, vol. 105(2), pages 169-182, March.
    6. Zhanfei Lei & Dezhi Yin & Han Zhang, 2021. "Focus Within or On Others: The Impact of Reviewers’ Attentional Focus on Review Helpfulness," Information Systems Research, INFORMS, vol. 32(3), pages 801-819, September.
    7. Axel Stock & Subramanian Balachander, 2005. "The Making of a "Hot Product": A Signaling Explanation of Marketers' Scarcity Strategy," Management Science, INFORMS, vol. 51(8), pages 1181-1192, August.
    8. Baojun Jiang & Chakravarthi Narasimhan & Özge Turut, 2017. "Anticipated Regret and Product Innovation," Management Science, INFORMS, vol. 63(12), pages 4208-4323, December.
    9. Huang, Huiling & Liu, Stephanie Q. & Kandampully, Jay & Bujisic, Milos, 2020. "Consumer Responses to Scarcity Appeals in Online Booking," Annals of Tourism Research, Elsevier, vol. 80(C).
    10. Yang Liu & Juan Feng & Xiuwu Liao, 2017. "When Online Reviews Meet Sales Volume Information: Is More or Accurate Information Always Better?," Information Systems Research, INFORMS, vol. 28(4), pages 723-743, December.
    11. Zhanfei Lei & Dezhi Yin & Sabyasachi Mitra & Han Zhang, 2022. "Swayed by the reviews: Disentangling the effects of average ratings and individual reviews in online word‐of‐mouth," Production and Operations Management, Production and Operations Management Society, vol. 31(6), pages 2393-2411, June.
    12. Marios Koufaris, 2002. "Applying the Technology Acceptance Model and Flow Theory to Online Consumer Behavior," Information Systems Research, INFORMS, vol. 13(2), pages 205-223, June.
    13. Jens Mattke & Christian Maier & Lea Reis & Tim Weitzel, 2021. "Bitcoin investment: a mixed methods study of investment motivations," European Journal of Information Systems, Taylor & Francis Journals, vol. 30(3), pages 261-285, May.
    14. Xinxin Li & Lorin M. Hitt, 2008. "Self-Selection and Information Role of Online Product Reviews," Information Systems Research, INFORMS, vol. 19(4), pages 456-474, December.
    15. Angela Aerry Choi & Daegon Cho & Dobin Yim & Jae Yun Moon & Wonseok Oh, 2019. "When Seeing Helps Believing: The Interactive Effects of Previews and Reviews on E-Book Purchases," Information Systems Research, INFORMS, vol. 30(4), pages 1164-1183, December.
    16. Joshua Buchanan & Amy Summerville & Jennifer Lehmann & Jochen Reb, 2016. "The Regret Elements Scale: Distinguishing the affective and cognitive components of regret," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 11(3), pages 275-286, May.
    17. Peiyu Chen & Lorin M. Hitt & Yili Hong & Shinyi Wu, 2021. "Measuring Product Type and Purchase Uncertainty with Online Product Ratings: A Theoretical Model and Empirical Application," Information Systems Research, INFORMS, vol. 32(4), pages 1470-1489, December.
    18. D. Veena Parboteeah & Joseph S. Valacich & John D. Wells, 2009. "The Influence of Website Characteristics on a Consumer's Urge to Buy Impulsively," Information Systems Research, INFORMS, vol. 20(1), pages 60-78, March.
    19. Dezhi Yin & Triparna de Vreede & Logan M. Steele & Gert-Jan de Vreede, 2023. "Decide Now or Later: Making Sense of Incoherence Across Online Reviews," Information Systems Research, INFORMS, vol. 34(3), pages 1211-1227, September.
    20. Zeelenberg, M., 1999. "Anticipated regret, expected feedback and behavioral decision-making," Other publications TiSEM 38371d1b-31fd-45b0-860f-b, Tilburg University, School of Economics and Management.
    21. David Godes & Dina Mayzlin, 2004. "Using Online Conversations to Study Word-of-Mouth Communication," Marketing Science, INFORMS, vol. 23(4), pages 545-560, June.
    22. Heeseung Andrew Lee & Angela Aerry Choi & Tianshu Sun & Wonseok Oh, 2021. "Reviewing Before Reading? An Empirical Investigation of Book-Consumption Patterns and Their Effects on Reviews and Sales," Information Systems Research, INFORMS, vol. 32(4), pages 1368-1389, December.
    23. 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.
    24. Buchanan, Joshua & Summerville, Amy & Lehmann, Jennifer & Reb, Jochen, 2016. "The Regret Elements Scale: Distinguishing the affective and cognitive components of regret," Judgment and Decision Making, Cambridge University Press, vol. 11(3), pages 275-286, May.
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