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An Experimental Analysis of the Prize-Probability Tradeoff in Stopping Problems

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  • Antler, Yair
  • Arad, Ayala

Abstract

We experimentally examine how individuals stop risky processes such as the evolution of prices when they have commitment power. We find types who consistently choose stopping rules with large potential losses and small potential gains to induce a high winning probability (L-types), although such choices entail a considerable downside risk. A smaller proportion of types choose stopping rules with the opposite characteristics. While the latter pattern is consistent with cumulative prospect theory, the former pattern is inconsistent with prominent decision theories. We suggest that L-types solve the prize-probability tradeoff in a qualitative manner, putting more emphasis on the winning probability.

Suggested Citation

  • Antler, Yair & Arad, Ayala, 2021. "An Experimental Analysis of the Prize-Probability Tradeoff in Stopping Problems," CEPR Discussion Papers 15973, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:15973
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    References listed on IDEAS

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    1. Cubitt, Robin P & Sugden, Robert, 2001. "Dynamic Decision-Making under Uncertainty: An Experimental Investigation of Choices between Accumulator Gambles," Journal of Risk and Uncertainty, Springer, vol. 22(2), pages 103-128, March.
    2. Urs Fischbacher & Gerson Hoffmann & Simeon Schudy, 2017. "The Causal Effect of Stop-Loss and Take-Gain Orders on the Disposition Effect," The Review of Financial Studies, Society for Financial Studies, vol. 30(6), pages 2110-2129.
    3. Tobias Brunner & Rene Levinsky & Jianying Qiu, 2011. "Preferences for skewness: evidence from a binary choice experiment," The European Journal of Finance, Taylor & Francis Journals, vol. 17(7), pages 525-538.
    4. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    5. Charles N. Noussair & Stefan T. Trautmann & Gijs van de Kuilen, 2014. "Higher Order Risk Attitudes, Demographics, and Financial Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 325-355.
    6. Sebastian Ebert & Daniel Wiesen, 2011. "Testing for Prudence and Skewness Seeking," Management Science, INFORMS, vol. 57(7), pages 1334-1349, July.
    7. Philipp Strack & Paul Viefers, 2021. "Too Proud to Stop: Regret in Dynamic Decisions," Journal of the European Economic Association, European Economic Association, vol. 19(1), pages 165-199.
    8. Sebastian Ebert & Daniel Wiesen, 2014. "Joint measurement of risk aversion, prudence, and temperance," Journal of Risk and Uncertainty, Springer, vol. 48(3), pages 231-252, June.
    9. Philip Grossman & Catherine Eckel, 2015. "Loving the long shot: Risk taking with skewed lotteries," Journal of Risk and Uncertainty, Springer, vol. 51(3), pages 195-217, December.
    10. Markus Dertwinkel-Kalt & Jonas Frey, 2020. "Optimal Stopping in a Dynamic Salience Model," CESifo Working Paper Series 8496, CESifo.
    11. Sebastian Ebert & Philipp Strack, 2015. "Until the Bitter End: On Prospect Theory in a Dynamic Context," American Economic Review, American Economic Association, vol. 105(4), pages 1618-1633, April.
    12. Joseph Golec & Maurry Tamarkin, 1998. "Bettors Love Skewness, Not Risk, at the Horse Track," Journal of Political Economy, University of Chicago Press, vol. 106(1), pages 205-225, February.
    13. Yoram Halevy, 2007. "Ellsberg Revisited: An Experimental Study," Econometrica, Econometric Society, vol. 75(2), pages 503-536, March.
    14. Greiner, Ben, 2004. "An Online Recruitment System for Economic Experiments," MPRA Paper 13513, University Library of Munich, Germany.
    15. Ebert, Sebastian, 2015. "On skewed risks in economic models and experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 112(C), pages 85-97.
    16. Shefrin, Hersh & Statman, Meir, 1985. "The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence," Journal of Finance, American Finance Association, vol. 40(3), pages 777-790, July.
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    Keywords

    Commitment; Risky processes; Stopping problems; Type classification;
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