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The role of forgone opportunities in decision making under risk

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  • Ivan Barreda-Tarrazona
  • Ainhoa Jaramillo-Gutierrez
  • Daniel Navarro-Martinez
  • Gerardo Sabater-Grande

Abstract

We present two experiments designed to study the role of forgone opportunities in decision making under risk. In the first one, we face individuals with a dynamic environment in which their decisions, together with chance, determine their future options. We find that previously faced opportunities influence subsequent choices in predictable ways. Having faced worse options in the past significantly increases individuals’ risk aversion and having faced better options reduces it. These patterns are at odds with most existing decision theories, including Expected Utility Theory and standard implementations of Prospect Theory, the dominant models of economic decision making. In our second experiment, we present participants with a similar decision environment, but in which the opportunities they face do not depend on their past choices. The effect of previously faced options on decision behavior in this environment is considerably reduced. This shows that being responsible for forgoing opportunities is an important factor in their influence on behavior, which underscores the relevance of emotions linked to counterfactual thinking, like regret or satisfaction. These results highlight that theories formulated in cognitive terms are not enough to provide an adequate account of the role of forgone opportunities in decision making under risk and uncertainty. Copyright Springer Science+Business Media New York 2014

Suggested Citation

  • Ivan Barreda-Tarrazona & Ainhoa Jaramillo-Gutierrez & Daniel Navarro-Martinez & Gerardo Sabater-Grande, 2014. "The role of forgone opportunities in decision making under risk," Journal of Risk and Uncertainty, Springer, vol. 49(2), pages 167-188, October.
  • Handle: RePEc:kap:jrisku:v:49:y:2014:i:2:p:167-188
    DOI: 10.1007/s11166-014-9201-4
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    1. Thierry Post & Martijn J. van den Assem & Guido Baltussen & Richard H. Thaler, 2008. "Deal or No Deal? Decision Making under Risk in a Large-Payoff Game Show," American Economic Review, American Economic Association, vol. 98(1), pages 38-71, March.
    2. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    3. 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.
    4. 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.
    5. 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.
    6. Quiggin, John, 1982. "A theory of anticipated utility," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 323-343, December.
    7. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    8. 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.
    9. Paul Slovic & Melissa L. Finucane & Ellen Peters & Donald G. MacGregor, 2004. "Risk as Analysis and Risk as Feelings: Some Thoughts about Affect, Reason, Risk, and Rationality," Risk Analysis, John Wiley & Sons, vol. 24(2), pages 311-322, April.
    10. Zeelenberg, Marcel & van Dijk, Wilco W. & Manstead, Antony S. R., 1998. "Reconsidering the Relation between Regret and Responsibility," Organizational Behavior and Human Decision Processes, Elsevier, vol. 74(3), pages 254-272, June.
    11. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    12. Zeelenberg, M. & van Dijk, W.W. & Manstead, J., 1998. "Reconsidering the relation between regret and responsibility," Discussion Paper 1998-36, Tilburg University, Center for Economic Research.
    13. Connolly, Terry & Ordonatez, Lisa D. & Coughlan, Richard, 1997. "Regret and Responsibility in the Evaluation of Decision Outcomes," Organizational Behavior and Human Decision Processes, Elsevier, vol. 70(1), pages 73-85, April.
    14. 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..
    15. Botond Koszegi & Matthew Rabin, 2007. "Reference-Dependent Risk Attitudes," American Economic Review, American Economic Association, vol. 97(4), pages 1047-1073, September.
    16. Cubitt, Robin P & Starmer, Chris & Sugden, Robert, 1998. "Dynamic Choice and the Common Ratio Effect: An Experimental Investigation," Economic Journal, Royal Economic Society, vol. 108(450), pages 1362-1380, September.
    17. David E. Bell, 1985. "Disappointment in Decision Making Under Uncertainty," Operations Research, INFORMS, vol. 33(1), pages 1-27, February.
    18. Zeelenberg, Marcel & Pieters, Rik, 2004. "Beyond valence in customer dissatisfaction: A review and new findings on behavioral responses to regret and disappointment in failed services," Journal of Business Research, Elsevier, vol. 57(4), pages 445-455, April.
    19. Loewenstein, George, 1996. "Out of Control: Visceral Influences on Behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 65(3), pages 272-292, March.
    20. 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.
    21. 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.
    22. Zeelenberg, M. & van Dijk, W.W. & Manstead, A.S.R., 1998. "Reconsidering the relation between regret and responsibility," Other publications TiSEM fa17bcac-aab0-4f37-8183-5, Tilburg University, School of Economics and Management.
    23. 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.
    24. Lim, Rodney G., 1995. "A Range-Frequency Explanation of Shifting Reference Points in Risky Decision Making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 63(1), pages 6-20, July.
    25. Zeelenberg, M. & van Dijk, W.W. & Manstead, J., 1998. "Reconsidering the relation between regret and responsibility," Other publications TiSEM 371e7dc6-a667-468e-bb94-5, Tilburg University, School of Economics and Management.
    26. David E. Bell, 1982. "Regret in Decision Making under Uncertainty," Operations Research, INFORMS, vol. 30(5), pages 961-981, October.
    27. Zeelenberg, Marcel & Nijstad, Bernard A. & van Putten, Marijke & van Dijk, Eric, 2006. "Inaction inertia, regret, and valuation: A closer look," Organizational Behavior and Human Decision Processes, Elsevier, vol. 101(1), pages 89-104, September.
    28. Manel Baucells & Martin Weber & Frank Welfens, 2011. "Reference-Point Formation and Updating," Management Science, INFORMS, vol. 57(3), pages 506-519, March.
    29. Graham Loomes & Robert Sugden, 1986. "Disappointment and Dynamic Consistency in Choice under Uncertainty," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 53(2), pages 271-282.
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    More about this item

    Keywords

    Decision making under risk; Path-dependence; Reference-dependence; Counterfactual thinking; Emotions; C91; D03; D81;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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