Risk preference elicitation without the confounding effect of probability weighting
In this paper we show that the wildly popular Holt and Laury (2002) risk preference elicitation method confounds estimates of the curvature of the utility function, the traditional notion of risk preference, with an estimate of the extent to which an individual weights probabilities non-linearly. We show that a slight modification to their approach can remove the confound while preserving the simplicity of the method which has made it so popular. Data from a laboratory experiment shows that our new method yields significantly different levels of implied risk aversion than the Holt and Laury task even after econometrically controlling for probability weighting in the latter. Implied risk aversion from the traditional Holt and Laury task is relatively insensitive to payout amount, but our new method reveals increasing relative risk aversion and risk neutrality at low payout amounts.
|Date of creation:||27 Mar 2012|
|Contact details of provider:|| Postal: Ludwigstraße 33, D-80539 Munich, Germany|
Web page: https://mpra.ub.uni-muenchen.de
More information through EDIRC
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.:
- Charles Bellemare & Bruce S. Shearer, 2006.
"Sorting, Incentives and Risk Preferences: Evidence from a Field Experiment,"
Cahiers de recherche
- Bellemare, Charles & Shearer, Bruce, 2010. "Sorting, incentives and risk preferences: Evidence from a field experiment," Economics Letters, Elsevier, vol. 108(3), pages 345-348, September.
- Bellemare, Charles & Shearer, Bruce S., 2006. "Sorting, Incentives and Risk Preferences: Evidence from a Field Experiment," IZA Discussion Papers 2227, Institute for the Study of Labor (IZA).
- Wilcox, Nathaniel, 2007.
"Stochastically more risk averse: A contextual theory of stochastic discrete choice under risk,"
11851, University Library of Munich, Germany.
- Wilcox, Nathaniel T., 2011. "'Stochastically more risk averse:' A contextual theory of stochastic discrete choice under risk," Journal of Econometrics, Elsevier, vol. 162(1), pages 89-104, May.
- David Bruner & Michael McKee & Rudy Santore, 2008.
"Hand in the Cookie Jar: An Experimental Investigation of Equity-Based Compensation and Managerial Fraud,"
Southern Economic Journal,
Southern Economic Association, vol. 75(1), pages 261-278, July.
- David Bruner & Michael McKee & Rudy Santore, 2008. "Hand in the Cookie Jar: An Experimental Investigation of Equity-based Compensation and Managerial Fraud," Working Papers 08-05, Department of Economics, Appalachian State University.
- Hans Binswanger, 1981.
"Attitudes toward risk: Theoretical implications of an experiment in rural india,"
Artefactual Field Experiments
00010, The Field Experiments Website.
- Binswanger, Hans P, 1981. "Attitudes toward Risk: Theoretical Implications of an Experiment in Rural India," Economic Journal, Royal Economic Society, vol. 91(364), pages 867-890, December.
- Hey, John D & Orme, Chris, 1994. "Investigating Generalizations of Expected Utility Theory Using Experimental Data," Econometrica, Econometric Society, vol. 62(6), pages 1291-1326, November.
- Harrison, Glenn W. & Lau, Morten I. & Elisabet Rutström, E., 2009.
"Risk attitudes, randomization to treatment, and self-selection into experiments,"
Journal of Economic Behavior & Organization,
Elsevier, vol. 70(3), pages 498-507, June.
- Glenn Harrison & Morten Lau & Elisabet Rutstrom, 2005. "Risk attitudes, randomization to treatment, and self-selection into experiments," Artefactual Field Experiments 00061, The Field Experiments Website.
- Glenn W. Harrison & Eric Johnson & Melayne M. McInnes & E. Elisabet Rutström, 2005. "Risk Aversion and Incentive Effects: Comment," American Economic Review, American Economic Association, vol. 95(3), pages 897-901, June.
- Peter Wakker & Daniel Deneffe, 1996. "Eliciting von Neumann-Morgenstern Utilities When Probabilities Are Distorted or Unknown," Management Science, INFORMS, vol. 42(8), pages 1131-1150, August.
- Andersen, Steffen & Harrison, Glenn W. & Lau, Morten I. & Rutström, E. Elisabet, 2014.
"Discounting behavior: A reconsideration,"
European Economic Review,
Elsevier, vol. 71(C), pages 15-33.
- Greiner, Ben, 2004. "An Online Recruitment System for Economic Experiments," MPRA Paper 13513, University Library of Munich, Germany.
- Quiggin, John, 1982. "A theory of anticipated utility," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 323-343, December.
- 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.
- Camerer, Colin F & Ho, Teck-Hua, 1994. "Violations of the Betweenness Axiom and Nonlinearity in Probability," Journal of Risk and Uncertainty, Springer, vol. 8(2), pages 167-196, March.
- 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.
- Eckel, Catherine C. & Wilson, Rick K., 2004. "Is trust a risky decision?," Journal of Economic Behavior & Organization, Elsevier, vol. 55(4), pages 447-465, December.
- George Wu & Richard Gonzalez, 1996. "Curvature of the Probability Weighting Function," Management Science, INFORMS, vol. 42(12), pages 1676-1690, December.
- Jayson L. Lusk & Keith H. Coble, 2005. "Risk Perceptions, Risk Preference, and Acceptance of Risky Food," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 393-405.
- Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, 05.
- 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.
- 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.
When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:37762. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Joachim Winter)
If references are entirely missing, you can add them using this form.