Advances in prospect theory: Cumulative representation of uncertainty

We develop a new version of prospect theory that employs cumulative rather than separable decision weights and extends the theory in several respects. This version, called cumulative prospect theory, applies to uncertain as well as to risky prospects with any number of outcomes, and it allows different weighting functions for gains and for losses. Two principles, diminishing sensitivity and loss aversion, are invoked to explain the characteristic curvature of the value function and the weighting functions. A review of the experimental evidence and the results of a new experiment confirm a distinctive fourfold pattern of risk attitudes: risk aversion for gains and risk seeking for losses of high probability; risk seeking for gains and risk aversion for losses of low probability.This article has benefited from discussions with Colin Camerer, Chew Soo-Hong, David Freedman, and David H. Krantz. We are especially grateful to Peter P. Wakker for his invaluable input and contribution to the axiomatic analysis. We are indebted to Richard Gonzalez and Amy Hayes for running the experiment and analyzing the data. This work was supported by Grants 89-0064 and 88-0206 from the Air Force Office of Scientific Research, by Grant SES-9109535 from the National Science Foundation, and by the Sloan Foundation.

[1]  Colin Camerer An experimental test of several generalized utility theories , 1989 .

[2]  Benefits for Environmental Decisions,et al.  Choice Under Uncertainty: Problems Solved And Unsolved , 1990 .

[3]  Peter C. Fishburn,et al.  Nonlinear preference and utility theory , 1988 .

[4]  P. Fishburn,et al.  Rank- and sign-dependent linear utility models for finite first-order gambles , 1991 .

[5]  John A. Weymark,et al.  GENERALIZED GIN 1 INEQUALITY INDICES , 2001 .

[6]  Preferences Scientific Kahneman, Daniel, and Amos Tversky. , 1982 .

[7]  Peter P. Wakker,et al.  Additive Representations of Preferences , 1989 .

[8]  P. Schoemaker,et al.  Prospect theory's reflection hypothesis: A critical examination , 1980 .

[9]  Colin Camerer Recent Tests of Generalizations of Expected Utility Theory , 1992 .

[10]  A. Tversky,et al.  Prospect Theory : An Analysis of Decision under Risk Author ( s ) : , 2007 .

[11]  D. Wehrung Risk taking over gains and losses: A study of oil executives , 1989 .

[12]  J. Quiggin A theory of anticipated utility , 1982 .

[13]  P. Wakker Additive Representations of Preferences: A New Foundation of Decision Analysis , 1988 .

[14]  Yutaka Nakamura Subjective expected utility with non-additive probabilities on finite state spaces , 1990 .

[15]  M. Machina Choice under Uncertainty: Problems Solved and Unsolved , 1987 .

[16]  J. Jaffray,et al.  Experimental comparison of individual behavior under risk and under uncertainty for gains and for losses , 1987 .

[17]  A. Tversky,et al.  The Causes of Preference Reversal , 1990 .

[18]  M. Allais Le comportement de l'homme rationnel devant le risque : critique des postulats et axiomes de l'ecole americaine , 1953 .

[19]  P. Wakker Additive representations on rank-ordered sets: II. The topological approach , 1993 .

[20]  A. Tversky Intransitivity of preferences. , 1969 .

[21]  V. Smith Monetary Rewards and Decision Cost in Experimental Economics: An Extension , 1993 .

[22]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[23]  R. Hogarth,et al.  Venture Theory: A Model of Decision Weights , 1990 .

[24]  W. Viscusi Prospective reference theory: Toward an explanation of the paradoxes , 1989 .

[25]  I. Gilboa Expected utility with purely subjective non-additive probabilities , 1987 .

[26]  R. Sugden,et al.  Regret Theory: An alternative theory of rational choice under uncertainty Review of Economic Studies , 1982 .

[27]  R. Sugden,et al.  Some implications of a more general form of regret theory , 1987 .

[28]  L. J. Savage,et al.  The Foundations of Statistics , 1955 .

[29]  P. Wakker Additive representations on rank-ordered , 1993 .

[30]  R. Sugden,et al.  Violations of the independence axion in common ratio problems: An experimental test of some competing hypotheses , 1989 .

[31]  K. Arrow Risk Perception in Psychology and Economics , 1982 .

[32]  A. Tversky,et al.  An axiomatization of cumulative prospect theory , 1993 .

[33]  Uzi Segal Anticipated utility: A measure representation approach , 1989 .

[34]  D. Prelec A “Pseudo-endowment” effect, and its implications for some recent nonexpected utility models , 1990 .

[35]  A. Tversky,et al.  Preference and belief: Ambiguity and competence in choice under uncertainty , 1991 .

[36]  A. Tversky,et al.  Rational choice and the framing of decisions , 1990 .

[37]  M. Yaari The Dual Theory of Choice under Risk , 1987 .

[38]  Steven J. Kachelmeier,et al.  Examining Risk Preferences under High Monetary Incentives: Experimental Evidence from the People's Republic of China , 1992 .

[39]  Reference and belief , 1969 .

[40]  A. Tversky,et al.  Contingent weighting in judgment and choice , 1988 .

[41]  David Schmeidleis SUBJECTIVE PROBABILITY AND EXPECTED UTILITY WITHOUT ADDITIVITY , 1989 .

[42]  D. Ellsberg Decision, probability, and utility: Risk, ambiguity, and the Savage axioms , 1961 .

[43]  P. Wakker Continuous subjective expected utility with non-additive probabilities , 1989 .

[44]  G. Choquet Theory of capacities , 1954 .

[45]  A. Tversky,et al.  Loss Aversion in Riskless Choice: A Reference-Dependent Model , 1991 .

[46]  J. Marschak Rational Behavior, Uncertain Prospects, and Measurable Utility (1950) , 1950 .

[47]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.