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A satisficing approach to eliciting risk preferences

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  • Berg, Nathan
  • Prakhya, Srinivas
  • Ranganathan, Kavitha

Abstract

A new approach is proposed to eliciting risk preferences by framing choice over risky payoff distributions as a satisficing task. We demonstrate novel links between the information elicited from the satisficing task—which allows subjects to consider accepting a worse worst-case outcome in favor of a better best-case outcome—and portfolio choice using expected utility theory (EUT). The key tradeoff in our satisficing task can also be stated in reverse: to consider accepting less attractive potential upside gains in order to improve worst-case outcomes. Risk preferences are elicited by asking subjects to choose an acceptable worst-case portfolio outcome from a continuum of binary gambles, each with its own support and unique minimum. The worst-case aspiration represents the smallest low-state payoff in the binary gamble that the subject is willing to accept. We show analytically and empirically that choosing a most preferred worst-case aspiration maps into a logically equivalent—but psychologically distinct—process of expected utility maximization (i.e., allocating one's savings over a binary risky asset and risk-free bond using the EUT framework with a unique risk-acceptance parameter under CARA or CRRA risk preferences).

Suggested Citation

  • Berg, Nathan & Prakhya, Srinivas & Ranganathan, Kavitha, 2018. "A satisficing approach to eliciting risk preferences," Journal of Business Research, Elsevier, vol. 82(C), pages 127-140.
  • Handle: RePEc:eee:jbrese:v:82:y:2018:i:c:p:127-140
    DOI: 10.1016/j.jbusres.2017.08.029
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    as
    1. Nathan Berg, 2014. "The consistency and ecological rationality approaches to normative bounded rationality," Journal of Economic Methodology, Taylor & Francis Journals, vol. 21(4), pages 375-395, December.
    2. Siegfried Berninghaus & Werner Güth & M. Levati & Jianying Qiu, 2011. "Satisficing search versus aspiration adaptation in sales competition: experimental evidence," International Journal of Game Theory, Springer;Game Theory Society, vol. 40(1), pages 179-198, February.
    3. Simon, Herbert A, 1978. "Rationality as Process and as Product of Thought," American Economic Review, American Economic Association, vol. 68(2), pages 1-16, May.
    4. Werner Güth & Gerlinde Fellner & Ev Martin, 2006. "Satisficing or Optimizing? - An Experimental Study," Papers on Strategic Interaction 2006-11, Max Planck Institute of Economics, Strategic Interaction Group.
    5. Theresa K. Lant, 1992. "Aspiration Level Adaptation: An Empirical Exploration," Management Science, INFORMS, vol. 38(5), pages 623-644, May.
    6. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    7. 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.
    8. Werner Güth & Maria Vittoria Levati & Matteo Ploner, 2012. "Satisficing And Prior‐Free Optimality In Price Competition," Economic Inquiry, Western Economic Association International, vol. 50(2), pages 470-483, April.
    9. Nathan Berg & Gerd Gigerenzer, 2010. "As-if behavioral economics: neoclassical economics in disguise?," History of Economic Ideas, Fabrizio Serra Editore, Pisa - Roma, vol. 18(1), pages 133-166.
    10. Berg, Nathan, 2003. "Normative behavioral economics," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 32(4), pages 411-427, September.
    11. Selten, Reinhard, 1998. "Features of experimentally observed bounded rationality," European Economic Review, Elsevier, vol. 42(3-5), pages 413-436, May.
    12. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    13. Sergey MALAKHOV, 2014. "Sunk Costs Of Consumer Search: Economic Rationality Of Satisficing Decision," Theoretical and Practical Research in the Economic Fields, ASERS Publishing, vol. 5(1), pages 56-62.
    14. David B. Brown & Melvyn Sim, 2009. "Satisficing Measures for Analysis of Risky Positions," Management Science, INFORMS, vol. 55(1), pages 71-84, January.
    15. Andrew Caplin & Mark Dean & Daniel Martin, 2011. "Search and Satisficing," American Economic Review, American Economic Association, vol. 101(7), pages 2899-2922, December.
    16. Robert Bordley & Marco LiCalzi, 2000. "Decision analysis using targets instead of utility functions," Decisions in Economics and Finance, Springer;Associazione per la Matematica, vol. 23(1), pages 53-74.
    17. John Conlisk, 1996. "Why Bounded Rationality?," Journal of Economic Literature, American Economic Association, vol. 34(2), pages 669-700, June.
    18. Joop Hartog & Ada Ferrer‐i‐Carbonell & Nicole Jonker, 2002. "Linking Measured Risk Aversion to Individual Characteristics," Kyklos, Wiley Blackwell, vol. 55(1), pages 3-26.
    19. Christine Kaufmann & Martin Weber & Emily Haisley, 2013. "The Role of Experience Sampling and Graphical Displays on One's Investment Risk Appetite," Management Science, INFORMS, vol. 59(2), pages 323-340, July.
    20. Robert F. Bordley & Craig W. Kirkwood, 2004. "Multiattribute Preference Analysis with Performance Targets," Operations Research, INFORMS, vol. 52(6), pages 823-835, December.
    21. Berg, Nathan, 2014. "Success from satisficing and imitation: Entrepreneurs' location choice and implications of heuristics for local economic development," Journal of Business Research, Elsevier, vol. 67(8), pages 1700-1709.
    22. Matthew Rabin, 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Econometrica, Econometric Society, vol. 68(5), pages 1281-1292, September.
    23. Joost M. E. Pennings & Ale Smidts, 2003. "The Shape of Utility Functions and Organizational Behavior," Management Science, INFORMS, vol. 49(9), pages 1251-1263, September.
    24. David E. Bell, 1985. "Disappointment in Decision Making Under Uncertainty," Operations Research, INFORMS, vol. 33(1), pages 1-27, February.
    25. John W. Payne & Dan J. Laughhunn & Roy Crum, 1980. "Translation of Gambles and Aspiration Level Effects in Risky Choice Behavior," Management Science, INFORMS, vol. 26(10), pages 1039-1060, October.
    26. Berg, Nathan & Hoffrage, Ulrich, 2008. "Rational ignoring with unbounded cognitive capacity," Journal of Economic Psychology, Elsevier, vol. 29(6), pages 792-809, December.
    27. Bendor Jonathan Brodie & Kumar Sunil & Siegel David A, 2009. "Satisficing: A 'Pretty Good' Heuristic," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 9(1), pages 1-38, March.
    28. Conlisk, John, 1989. "Three Variants on the Allais Example," American Economic Review, American Economic Association, vol. 79(3), pages 392-407, June.
    29. Shipley, David D, 1981. "Pricing Objectives in British Manufacturing Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 29(4), pages 429-443, June.
    30. Woike, Jan K. & Hoffrage, Ulrich & Petty, Jeffrey S., 2015. "Picking profitable investments: The success of equal weighting in simulated venture capitalist decision making," Journal of Business Research, Elsevier, vol. 68(8), pages 1705-1716.
    31. John C. Hershey & Paul J. H. Schoemaker, 1985. "Probability Versus Certainty Equivalence Methods in Utility Measurement: Are they Equivalent?," Management Science, INFORMS, vol. 31(10), pages 1213-1231, October.
    32. Todd, Peter M. & Gigerenzer, Gerd, 2003. "Bounding rationality to the world," Journal of Economic Psychology, Elsevier, vol. 24(2), pages 143-165, April.
    33. Chris Starmer, 2000. "Developments in Non-expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk," Journal of Economic Literature, American Economic Association, vol. 38(2), pages 332-382, June.
    34. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
    35. Nathan Berg & Gerd Gigerenzer, 2007. "Psychology Implies Paternalism? Bounded Rationality may Reduce the Rationale to Regulate Risk-Taking," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 28(2), pages 337-359, February.
    36. Enrico Diecidue & Jeroen van de Ven, 2008. "Aspiration Level, Probability Of Success And Failure, And Expected Utility," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(2), pages 683-700, May.
    37. Yuval Salant, 2011. "Procedural Analysis of Choice Rules with Applications to Bounded Rationality," American Economic Review, American Economic Association, vol. 101(2), pages 724-748, April.
    38. J. Neil Bearden & Terry Connolly, 2008. "On Optimal Satisficing: How Simple Policies Can Achieve Excellent Results," Springer Optimization and Its Applications, in: Tamar Kugler & J. Cole Smith & Terry Connolly & Young-Jun Son (ed.), Decision Modeling and Behavior in Complex and Uncertain Environments, pages 79-97, Springer.
    39. Papi, Mauro, 2012. "Satisficing choice procedures," Journal of Economic Behavior & Organization, Elsevier, vol. 84(1), pages 451-462.
    40. Peter H. Farquhar, 1984. "State of the Art---Utility Assessment Methods," Management Science, INFORMS, vol. 30(11), pages 1283-1300, November.
    41. van Witteloostuijn, Arjen, 1988. "Maximising and satisficing opposite or equivalent concepts?," Journal of Economic Psychology, Elsevier, vol. 9(3), pages 289-313, September.
    42. Vriend, Nicolaas J., 1996. "Rational behavior and economic theory," Journal of Economic Behavior & Organization, Elsevier, vol. 29(2), pages 263-285, March.
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    Cited by:

    1. Ranganathan, Kavitha & Lejarraga, Tomás, 2021. "Elicitation of risk preferences through satisficing," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).

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    More about this item

    Keywords

    Risk preference; Elicitation; Satisficing; Herbert Simon; Portfolio choice; Simple rules that make us smart; Simplicity;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • D8 - Microeconomics - - Information, Knowledge, and Uncertainty
    • C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
    • B5 - Schools of Economic Thought and Methodology - - Current Heterodox Approaches
    • D1 - Microeconomics - - Household Behavior
    • C9 - Mathematical and Quantitative Methods - - Design of Experiments

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