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Affect, Empathy, and Regressive Mispredictions of Others' Preferences Under Risk

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  • David Faro

    (Graduate School of Business, University of Chicago, 5807 South Woodlawn Avenue, Chicago, Illinois 60637)

  • Yuval Rottenstreich

    (Fuqua School of Business, Duke University, 1 Towerview Drive, Durham, North Carolina 27708-0120)

Abstract

Making effective decisions under risk often requires making accurate predictions of other people's decisions under risk. We experimentally assess the accuracy of people's predictions of others' risky choices. In four studies, we find evidence of systematic inaccuracy: predictions of others' choices are too regressive. That is, people predict that others' choices will be closer to risk neutrality than those choices actually are. Where people are risk seeking, they predict that others will be risk seeking but substantially less so; likewise, where people are risk averse, they predict that others will be risk averse but substantially less so. Put differently, people predict that others' choices will reveal a more muted form of prospect theory's fourfold pattern of risk preferences than actually prevails. Two psychological concepts, the notion of risk-as-feelings and of an empathy gap, help account for regressive mispredictions. We explore several debiasing techniques suggested by these notions and also find that self-reported ratings of empathy moderate the magnitude of regressive mispredictions.

Suggested Citation

  • David Faro & Yuval Rottenstreich, 2006. "Affect, Empathy, and Regressive Mispredictions of Others' Preferences Under Risk," Management Science, INFORMS, vol. 52(4), pages 529-541, April.
    • Handle: RePEc:inm:ormnsc:v:52:y:2006:i:4:p:529-541
    DOI: 10.1287/mnsc.1050.0490
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    References listed on IDEAS

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    1. Wu, George & Heath, Chip & Knez, Marc, 2003. "A timidity error in evaluations: Evaluators judge others to be too risk averse," Organizational Behavior and Human Decision Processes, Elsevier, vol. 90(1), pages 50-62, January.
    2. Loewenstein, George, 1996. "Out of Control: Visceral Influences on Behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 65(3), pages 272-292, March.
    3. Klein, Gary & Wolf, Steve & Militello, Laura & Zsambok, Caroline, 1995. "Characteristics of Skilled Option Generation in Chess," Organizational Behavior and Human Decision Processes, Elsevier, vol. 62(1), pages 63-69, April.
    4. Siegrist, Michael & Cvetkovich, George & Gutscher, Heinz, 2002. "Risk Preference Predictions and Gender Stereotypes," Organizational Behavior and Human Decision Processes, Elsevier, vol. 87(1), pages 91-102, January.
    5. Windschitl, Paul D. & Young, Michael E., 2001. "The Influence of Alternative Outcomes on Gut-Level Perceptions of Certainty," Organizational Behavior and Human Decision Processes, Elsevier, vol. 85(1), pages 109-134, May.
    6. Han Bleichrodt & Jose Luis Pinto & Peter P. Wakker, 2001. "Making Descriptive Use of Prospect Theory to Improve the Prescriptive Use of Expected Utility," Management Science, INFORMS, vol. 47(11), pages 1498-1514, November.
    7. Rettinger, David A. & Hastie, Reid, 2001. "Content Effects on Decision Making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 85(2), pages 336-359, July.
    8. Payne, John W & Bettman, James R & Schkade, David A, 1999. "Measuring Constructed Preferences: Towards a Building Code," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 243-270, December.
    9. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    10. George Wu, 1999. "Anxiety and Decision Making with Delayed Resolution of Uncertainty," Theory and Decision, Springer, vol. 46(2), pages 159-199, April.
    11. Carmon, Ziv & Ariely, Dan, 2000. "Focusing on the Forgone: How Value Can Appear So Different to Buyers and Sellers," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(3), pages 360-370, December.
    12. Loewenstein, George & Adler, Daniel, 1995. "A Bias in the Prediction of Tastes," Economic Journal, Royal Economic Society, vol. 105(431), pages 929-937, July.
    13. Weber, Elke U. & Ames, Daniel R. & Blais, Ann-Renée, 2005. "‘How Do I Choose Thee? Let me Count the Ways’: A Textual Analysis of Similarities and Differences in Modes of Decision-making in China and the United States," Management and Organization Review, Cambridge University Press, vol. 1(1), pages 87-118, March.
    14. Tversky, Amos & Kahneman, Daniel, 1986. "Rational Choice and the Framing of Decisions," The Journal of Business, University of Chicago Press, vol. 59(4), pages 251-278, October.
    15. Elke U. Weber & Christopher Hsee, 1998. "Cross-Cultural Differences in Risk Perception, but Cross-Cultural Similarities in Attitudes Towards Perceived Risk," Management Science, INFORMS, vol. 44(9), pages 1205-1217, September.
    16. John C. Hershey & Jonathan Baron, 1987. "Clinical Reasoning and Cognitive Processes," Medical Decision Making, , vol. 7(4), pages 203-211, December.
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