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Rationality on the rise: Why relative risk aversion increases with stake size

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  • Helga Fehr-Duda

    ()

  • Adrian Bruhin
  • Thomas Epper
  • Renate Schubert

Abstract

How does risk tolerance vary with stake size? This important question cannot be adequately answered if framing effects, nonlinear probability weighting, and heterogeneity of preference types are neglected. We show that, contrary to gains, no coherent change in relative risk aversion is observed for losses. The increase in relative risk aversion over gains cannot be captured by the curvature of the utility function. It is driven predominantly by a change in probability weighting of a majority group of individuals who exhibit more rational probability weighting at high stakes. These results not only challenge expected utility theory, but also prospect theory.

(This abstract was borrowed from another version of this item.)

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Bibliographic Info

Article provided by Springer in its journal Journal of Risk and Uncertainty.

Volume (Year): 40 (2010)
Issue (Month): 2 (April)
Pages: 147-180

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Handle: RePEc:kap:jrisku:v:40:y:2010:i:2:p:147-180

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Web page: http://www.springerlink.com/link.asp?id=100299

Related research

Keywords: Stake effects; Prospect theory; Expected utility theory; Risk aversion; D81; C91;

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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  1. Donja Darai & Dario Sacco & Armin Schmutzler, 2009. "Competition and Innovation: An Experimental Investigation," SOI - Working Papers 0608, Socioeconomic Institute - University of Zurich, revised Apr 2007.
  2. Stefan Boes & Markus Lipp & Rainer Winkelmann, 2005. "Money Illusion Under Test," SOI - Working Papers 0514, Socioeconomic Institute - University of Zurich.
  3. Philippe Mahler & Rainer Winkelmann, 2005. "Single Motherhood and (Un)Equal EducationalOpportunities: Evidence for Germany," SOI - Working Papers 0512, Socioeconomic Institute - University of Zurich.
  4. Camerer, Colin F. & Hogarth, Robin M., 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Working Papers, California Institute of Technology, Division of the Humanities and Social Sciences 1059, California Institute of Technology, Division of the Humanities and Social Sciences.
  5. Harry Markowitz, 1952. "The Utility of Wealth," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 60, pages 151.
  6. Mette Wik & Tewodros Aragie Kebede & Olvar Bergland & Stein Holden, 2004. "On the measurement of risk aversion from experimental data," Applied Economics, Taylor & Francis Journals, Taylor & Francis Journals, vol. 36(21), pages 2443-2451.
  7. Gärtner, Dennis & Schmutzler, Armin, 2006. "Merger Negotiations and Ex-Post Regret," CEPR Discussion Papers 5911, C.E.P.R. Discussion Papers.
  8. Steffen Andersen & Glenn Harrison & Morten Lau & E. Rutström, 2009. "Elicitation using multiple price list formats," Experimental Economics, Springer, vol. 12(3), pages 365-366, September.
  9. Alejandra Cattaneo & Sandra Hanslin & Rainer Winkelmann, 2007. "The Apple Falls Increasingly Far: Parent-Child Correlation in Schooling and the Growth of Post-Secondary Education in Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), Swiss Society of Economics and Statistics (SSES), vol. 143(II), pages 133-153, June.
  10. Quiggin, John, 1982. "A theory of anticipated utility," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 323-343, December.
  11. Charles A. Holt & Susan K. Laury, 2005. "Risk Aversion and Incentive Effects: New Data without Order Effects," American Economic Review, American Economic Association, vol. 95(3), pages 902-912, June.
  12. Gersbach, Hans & Schmutzler, Armin, 2007. "Does Globalization Create Superstars?," CEPR Discussion Papers 6222, C.E.P.R. Discussion Papers.
  13. Alma Cohen & Liran Einav, 2005. "Estimating Risk Preferences from Deductible Choice," NBER Working Papers 11461, National Bureau of Economic Research, Inc.
  14. Dennis L. Gärtner & Daniel Halbheer, 2008. "Are There Waves in Merger Activity After All?," Working Papers 0092, University of Zurich, Institute for Strategy and Business Economics (ISU).
  15. Thomas Borek & Stefan Buehler & Armin Schmutzler, 2004. "Mergers under Asymmetric Information – Is there a Lemons Problem?," SOI - Working Papers 0408, Socioeconomic Institute - University of Zurich.
  16. Smith, Vernon L & Walker, James M, 1993. "Monetary Rewards and Decision Cost in Experimental Economics," Economic Inquiry, Western Economic Association International, Western Economic Association International, vol. 31(2), pages 245-61, April.
  17. 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.
  18. Haltiwanger, John C & Waldman, Michael, 1989. "Limited Rationality and Strategic Complements: The Implications for Macroeconomics," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 104(3), pages 463-83, August.
  19. Drazen Prelec, 1998. "The Probability Weighting Function," Econometrica, Econometric Society, Econometric Society, vol. 66(3), pages 497-528, May.
  20. Ernst Fehr & Jean-Robert Tyran, 2007. "Limited Rationality And Strategic Interaction: The Impact Of The Strategic Environment On Nominal Inertia," CAMA Working Papers 2007-26, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  21. Ernst Fehr & Jean-Robert Tyran, 2005. "Individual Irrationality and Aggregate Outcomes," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 43-66, Fall.
  22. Conte, Anna & Hey, John D. & Moffatt, Peter G., 2011. "Mixture models of choice under risk," Journal of Econometrics, Elsevier, Elsevier, vol. 162(1), pages 79-88, May.
  23. Lalive Rafael & Schmutzler Armin, 2008. "Entry in Liberalized Railway Markets: The German Experience," Review of Network Economics, De Gruyter, De Gruyter, vol. 7(1), pages 1-16, March.
  24. Hans Gersbach & Armin Schmutzler, 2006. "A Product-Market Theory of Industry-Specific Training," SOI - Working Papers 0610, Socioeconomic Institute - University of Zurich.
  25. Hans Gersbach & Armin Schmutzler, 2011. "Foreign direct investment and R&D-offshoring," Oxford Economic Papers, Oxford University Press, vol. 63(1), pages 134-157, January.
  26. Binswanger, Hans P, 1981. "Attitudes toward Risk: Theoretical Implications of an Experiment in Rural India," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 91(364), pages 867-90, December.
  27. Walther, Herbert, 2003. "Normal-randomness expected utility, time preference and emotional distortions," Journal of Economic Behavior & Organization, Elsevier, vol. 52(2), pages 253-266, October.
  28. Weber, Bethany J. & Chapman, Gretchen B., 2005. "Playing for peanuts: Why is risk seeking more common for low-stakes gambles?," Organizational Behavior and Human Decision Processes, Elsevier, Elsevier, vol. 97(1), pages 31-46, May.
  29. Adrian Bruhin & Helga Fehr-Duda & Thomas Epper, 2010. "Risk and Rationality: Uncovering Heterogeneity in Probability Distortion," Econometrica, Econometric Society, Econometric Society, vol. 78(4), pages 1375-1412, 07.
  30. Gul, Faruk, 1991. "A Theory of Disappointment Aversion," Econometrica, Econometric Society, Econometric Society, vol. 59(3), pages 667-86, May.
  31. Haltiwanger, John & Waldman, Michael, 1985. "Rational Expectations and the Limits of Rationality: An Analysis of Heterogeneity," American Economic Review, American Economic Association, vol. 75(3), pages 326-40, June.
  32. Nathalie Etchart-Vincent, 2004. "Is Probability Weighting Sensitive to the Magnitude of Consequences? An Experimental Investigation on Losses," Journal of Risk and Uncertainty, Springer, Springer, vol. 28(3), pages 217-235, 05.
  33. Samuel Muehlemann & Juerg Schweri & Rainer Winkelmann & Stefan C. Wolter, 2005. "A Structural Model of Demand for Apprentices," SOI - Working Papers 0504, Socioeconomic Institute - University of Zurich.
  34. Kahneman, Daniel & Wakker, Peter P & Sarin, Rakesh, 1997. "Back to Bentham? Explorations of Experienced Utility," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 112(2), pages 375-405, May.
  35. Hey, John D & Orme, Chris, 1994. "Investigating Generalizations of Expected Utility Theory Using Experimental Data," Econometrica, Econometric Society, Econometric Society, vol. 62(6), pages 1291-1326, November.
  36. Gilles Celeux & Gilda Soromenho, 1996. "An entropy criterion for assessing the number of clusters in a mixture model," Journal of Classification, Springer, Springer, vol. 13(2), pages 195-212, September.
  37. Grisley, William & Kellog, Earl, 1987. "Risk-Taking Preferences of Farmers in Northern Thailand: Measurements and Implications," Agricultural Economics: The Journal of the International Association of Agricultural Economists, International Association of Agricultural Economists, International Association of Agricultural Economists, vol. 1(2), June.
  38. Boes, Stefan & Winkelmann, Rainer, 2004. "Income and Happiness: New Results from Generalized Threshold and Sequential Models," IZA Discussion Papers 1175, Institute for the Study of Labor (IZA).
  39. Yves Schneider & Peter Zweifel, 2005. "Spatial Effects in Willingness-to-Pay: The Case of Two Nuclear Risks," SOI - Working Papers 0502, Socioeconomic Institute - University of Zurich, revised Sep 2007.
  40. Wilcox, Nathaniel T, 1993. "Lottery Choice: Incentives, Complexity and Decision Time," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 103(421), pages 1397-1417, November.
  41. 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.
  42. Kobberling, Veronika & Wakker, Peter P., 2005. "An index of loss aversion," Journal of Economic Theory, Elsevier, vol. 122(1), pages 119-131, May.
  43. Stefan Boes, 2007. "Count Data Models with Unobserved Heterogeneity: An Empirical Likelihood Approach," SOI - Working Papers 0704, Socioeconomic Institute - University of Zurich.
  44. Loomes, Graham & Sugden, Robert, 1986. "Disappointment and Dynamic Consistency in Choice under Uncertainty," Review of Economic Studies, Wiley Blackwell, Wiley Blackwell, vol. 53(2), pages 271-82, April.
  45. Stefan Boes & Rainer Winkelmann, 2006. "The Effect of Income on Positive and Negative Subjective Well-Being," SOI - Working Papers 0605, Socioeconomic Institute - University of Zurich.
  46. Russell, Thomas & Thaler, Richard, 1985. "The Relevance of Quasi Rationality in Competitive Markets," American Economic Review, American Economic Association, vol. 75(5), pages 1071-82, December.
  47. El-Gamal, Mahmoud A. & Grether, David M., 1995. "Are People Bayesian? Uncovering Behavioral Strategies," Working Papers, California Institute of Technology, Division of the Humanities and Social Sciences 919, California Institute of Technology, Division of the Humanities and Social Sciences.
  48. Beattie, Jane & Loomes, Graham, 1997. "The Impact of Incentives upon Risky Choice Experiments," Journal of Risk and Uncertainty, Springer, Springer, vol. 14(2), pages 155-68, March.
  49. Daniel Houser & Michael Keane & Kevin McCabe, 2002. "Behavior in a dynamic decision problem: An analysis of experimental evidence using a bayesian type classification algorithm," Experimental, EconWPA 0211001, EconWPA.
  50. Antoni Bosch-Domènech & Joaquim Silvestre, 1999. "Does risk aversion or attraction depend on income? An experiment," Economics Working Papers 361, Department of Economics and Business, Universitat Pompeu Fabra, revised Mar 1999.
  51. Tversky, Amos & Kahneman, Daniel, 1992. " Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, Springer, vol. 5(4), pages 297-323, October.
  52. Lalive, Rafael & Schmutzler, Armin, 2008. "Exploring the effects of competition for railway markets," International Journal of Industrial Organization, Elsevier, Elsevier, vol. 26(2), pages 443-458, March.
  53. Michel Wedel, 2002. "Concomitant variables in finite mixture models," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 56(3), pages 362-375.
  54. Charles Noussair & Ping Wu, 2006. "Risk tolerance in the present and the future: an experimental study," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 27(6), pages 401-412.
  55. George Wu, 1999. "Anxiety and Decision Making with Delayed Resolution of Uncertainty," Theory and Decision, Springer, Springer, vol. 46(2), pages 159-199, April.
  56. Grisley, William & Kellog, Earl, 1987. "Risk-taking preferences of farmers in northern Thailand: Measurements and implications," Agricultural Economics, Blackwell, Blackwell, vol. 1(2), pages 127-142, June.
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