Prospect Versus Utility
AbstractWe show how to calibrate a prospect model of decision making under risk for an individual. The prospect model is empirically compared to a utility model on two criteria, verification of the postulates of each model, and predictive accuracy. The empirical comparison is performed via three experiments. In Experiment 1, predictive accuracy of the models is compared in nonparadoxical situations, those which favor neither model. In contrast the predictions in Experiment 2 are for paradoxical choices, those which favor the prospect model. In Experiment 1, the prospect model is compared to a model comprising a utility function which permits separate risk attitudes for gain and losses, and hence is more flexible than a utility model as traditionally assessed. In contrast the utility model in Experiment 3 is assessed as is traditionally done assuming constant risk attitude across gains and losses. Several calibration procedures are contrasted across experiments. Our results show a high degree of consistency with the postulates of both models. On predictive accuracy the prospect model outperforms the utility model for paradoxical choices. However, for nonparadoxical situations there is little difference in the predictive ability of both models.
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Bibliographic InfoArticle provided by INFORMS in its journal Management Science.
Volume (Year): 35 (1989)
Issue (Month): 1 (January)
marketing; buyer behavior; utility/preference theory; value theory;
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- Schunk, Daniel & Winter, Joachim, 2004.
"The Relationship Between Risk Attitudes and Heuristics in Search Tasks: A Laboratory Experiment,"
Sonderforschungsbereich 504 Publications
04-23, Sonderforschungsbereich 504, Universität Mannheim & Sonderforschungsbereich 504, University of Mannheim.
- Schunk, Daniel & Winter, Joachim, 2009. "The relationship between risk attitudes and heuristics in search tasks: A laboratory experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 347-360, August.
- Schunk, Daniel & Winter, Joachim, 2007. "The Relationship Between Risk Attitudes and Heuristics in Search Tasks: A Laboratory Experiment," Discussion Papers in Economics 1377, University of Munich, Department of Economics.
- Schunk, Daniel & Winter, Joachim, 2009. "The relationship between risk attitudes and heuristics in search tasks: A laboratory experiment," Munich Reprints in Economics 19880, University of Munich, Department of Economics.
- Daniel Schunk & Joachim Winter, 2005. "The Relationship Between Risk Attitudes and Heuristics in Search Tasks: A Laboratory Experiment," MEA discussion paper series 05077, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
- Ulrich Schmidt & Horst Zank, 2011.
"A Genuine Foundation for Prospect Theory,"
The School of Economics Discussion Paper Series
1114, Economics, The University of Manchester.
- Lévesque, Moren & Schade, Christian, 2002. "Intuitive optimizing for time allocation decisions in newly formed ventures," SFB 373 Discussion Papers 2002,24, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
- Manrai, Ajay K., 1995. "Mathematical models of brand choice behavior," European Journal of Operational Research, Elsevier, vol. 82(1), pages 1-17, April.
- Diecidue, E. & Wakker, P.P., 2000.
"On the Intuition of Rank-Dependent Utility,"
2000-74, Tilburg University, Center for Economic Research.
- Loehman, Edna, 1998. "Testing risk aversion and nonexpected utility theories," Journal of Economic Behavior & Organization, Elsevier, vol. 33(2), pages 285-302, January.
- McAlvanah, Patrick, 2010. "Subadditivity, patience, and utility: The effects of dividing time intervals," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 325-337, November.
- Peter Brooks & Horst Zank, 2005. "Loss Averse Behavior," Journal of Risk and Uncertainty, Springer, vol. 31(3), pages 301-325, December.
- Coelho, Luís Alberto Godinho & Pires, Cesaltina Maria Pacheco & Dionísio, Andreia Teixeira & Serrão, Amílcar Joaquim da Conceição, 2012. "The impact of CAP policy in farmer's behavior – A modeling approach using the Cumulative Prospect Theory," Journal of Policy Modeling, Elsevier, vol. 34(1), pages 81-98.
- Zank,H., 1998. "Cumulative Prospect Theory for Parametric and Multiattribute Utilities," Research Memorandum 008, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Schunk, Daniel, 2009. "Behavioral heterogeneity in dynamic search situations: Theory and experimental evidence," Journal of Economic Dynamics and Control, Elsevier, vol. 33(9), pages 1719-1738, September.
- Diecidue, Enrico & Schmidt, Ulrich & Zank, Horst, 2009.
"Parametric weighting functions,"
Journal of Economic Theory,
Elsevier, vol. 144(3), pages 1102-1118, May.
- Enrico Diecidue & Ulrich Schmidt & Horst Zank, 2008. "Parametric Weighting Functions," Kiel Working Papers 1395, Kiel Institute for the World Economy.
- Enrico Diecidue & Ulrich Schmidt & Horst Zank, 2006. "Parametric Weighting Functions," The School of Economics Discussion Paper Series 0622, Economics, The University of Manchester.
- Zank, Horst & Schmidt, Ulrich & Diecidue, Enrico, 2007. "Parametric Weighting Functions," Economics Working Papers 2007,01, Christian-Albrechts-University of Kiel, Department of Economics.
- Lahdelma, Risto & Salminen, Pekka, 2009. "Prospect theory and stochastic multicriteria acceptability analysis (SMAA)," Omega, Elsevier, vol. 37(5), pages 961-971, October.
- Glaser, Markus, 2001. "Behavioral Financial Engineering: eine Fallstudie zum Rationalen Entscheiden," Sonderforschungsbereich 504 Publications 01-06, Sonderforschungsbereich 504, Universität Mannheim & Sonderforschungsbereich 504, University of Mannheim.
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