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Controlling ambiguity: The illusion of control in choice under risk and ambiguity

Author

Listed:
  • Alex Berger

    (University of Sydney)

  • Agnieszka Tymula

    (University of Sydney)

Abstract

The illusion of control occurs when individuals believe that exerting objectively meaningless control over pure chance events increases their probability of success. In economics, the illusion of control has only ever been studied in choice under risk, where probability distributions are known, and has been found to have no effect. This contrasts with studies in psychology, which have found a persistent positive effect. The cause of these conflicting findings may be that the illusion of control only affects risk taking in choice under ambiguity, where probability distributions are fully or partially unknown. To address this gap in the literature, we conducted an incentive compatible laboratory experiment which induced the illusion of control in some participants. We find that the illusion of control does not affect choice under risk but increases ambiguity tolerance. These results bridge the gap between the psychology and economics literature, emphasizing the importance of distinguishing risk from ambiguity. Our results suggest that some studies may unintentionally induce an illusion of control and over-estimate ambiguity tolerance.

Suggested Citation

  • Alex Berger & Agnieszka Tymula, 2022. "Controlling ambiguity: The illusion of control in choice under risk and ambiguity," Journal of Risk and Uncertainty, Springer, vol. 65(3), pages 261-284, December.
  • Handle: RePEc:kap:jrisku:v:65:y:2022:i:3:d:10.1007_s11166-022-09399-4
    DOI: 10.1007/s11166-022-09399-4
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    1. Gary Charness & Edi Karni & Dan Levin, 2013. "Ambiguity attitudes and social interactions: An experimental investigation," Journal of Risk and Uncertainty, Springer, vol. 46(1), pages 1-25, February.
    2. Yoram Halevy & Vincent Feltkamp, 2005. "A Bayesian Approach to Uncertainty Aversion," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(2), pages 449-466.
    3. Gary Charness & Uri Gneezy, 2010. "Portfolio Choice And Risk Attitudes: An Experiment," Economic Inquiry, Western Economic Association International, vol. 48(1), pages 133-146, January.
    4. Jaromír Kovářík & Dan Levin & Tao Wang, 2016. "Ellsberg paradox: Ambiguity and complexity aversions compared," Journal of Risk and Uncertainty, Springer, vol. 52(1), pages 47-64, February.
    5. Robert F. Nau, 2006. "Uncertainty Aversion with Second-Order Utilities and Probabilities," Management Science, INFORMS, vol. 52(1), pages 136-145, January.
    6. Ghirardato, Paolo & Maccheroni, Fabio & Marinacci, Massimo, 2004. "Differentiating ambiguity and ambiguity attitude," Journal of Economic Theory, Elsevier, vol. 118(2), pages 133-173, October.
    7. Kyoungwon Seo, 2009. "Ambiguity and Second-Order Belief," Econometrica, Econometric Society, vol. 77(5), pages 1575-1605, September.
    8. Mohammed Abdellaoui & Enrico Diecidue & Ayse Öncüler, 2011. "Risk Preferences at Different Time Periods: An Experimental Investigation," Management Science, INFORMS, vol. 57(5), pages 975-987, May.
    9. Peter Klibanoff & Massimo Marinacci & Sujoy Mukerji, 2005. "A Smooth Model of Decision Making under Ambiguity," Econometrica, Econometric Society, vol. 73(6), pages 1849-1892, November.
    10. King Li, 2011. "Preference towards control in risk taking: Control, no control, or randomize?," Journal of Risk and Uncertainty, Springer, vol. 43(1), pages 39-63, August.
    11. Kocher, Martin G. & Lahno, Amrei Marie & Trautmann, Stefan T., 2018. "Ambiguity aversion is not universal," European Economic Review, Elsevier, vol. 101(C), pages 268-283.
    12. David Ahn & Syngjoo Choi & Douglas Gale & Shachar Kariv, 2014. "Estimating ambiguity aversion in a portfolio choice experiment," Quantitative Economics, Econometric Society, vol. 5, pages 195-223, July.
    13. Elisa Cavatorta & David Schröder, 2019. "Measuring ambiguity preferences: A new ambiguity preference survey module," Journal of Risk and Uncertainty, Springer, vol. 58(1), pages 71-100, February.
    14. Aurélien Baillon & Han Bleichrodt & Zhenxing Huang & Rogier Potter van Loon, 2017. "Measuring ambiguity attitude: (Extended) multiplier preferences for the American and the Dutch population," Journal of Risk and Uncertainty, Springer, vol. 54(3), pages 269-281, June.
    15. Chew Soo Hong & Jacob S. Sagi, 2006. "Event Exchangeability: Probabilistic Sophistication Without Continuity or Monotonicity," Econometrica, Econometric Society, vol. 74(3), pages 771-786, May.
    16. Tversky, Amos & Wakker, Peter, 1995. "Risk Attitudes and Decision Weights," Econometrica, Econometric Society, vol. 63(6), pages 1255-1280, November.
    17. Wojciech Olszewski, 2007. "Preferences Over Sets of Lotteries -super-1," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 567-595.
    18. Amit Kothiyal & Vitalie Spinu & Peter Wakker, 2014. "An experimental test of prospect theory for predicting choice under ambiguity," Journal of Risk and Uncertainty, Springer, vol. 48(1), pages 1-17, February.
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    More about this item

    Keywords

    Illusion of control; Ambiguity tolerance;

    JEL classification:

    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior

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