Are risk preferences stable across contexts? Evidence from insurance data

American Economic Review

Volumn 101, Issue 2, 2011, Pages 591-631

  Barseghyan, Levon ^a   Prince, Jeffrey ^b   Teitelbaum, Joshua C ^c  

^a Department of Obstetrics Gynecology   (United States)

^b INDIANA UNIVERSITY   (United States)

^c GEORGETOWN UNIVERSITY LAW CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 79955031532     PISSN: 00028282     EISSN: None     Source Type: Journal    
DOI: 10.1257/aer.101.2.591     Document Type: Article

References (84)

1. Abbring, Jaap H., Pierre-André Chiappori, and Jean Pinquet 2003. "Moral Hazard and Dynamic Insurance Data." Journal of the European Economic Association, 1(4): 767-820.
2. Abbring, Jaap H., Pierre-André Chiappori, and Tibor Zavadil. 2008. "Better Safe than Sorry? Ex Ante and Ex Post Moral Hazard in Dynamic Insurance Data." Tilburg University Center for Economic Research Discussion Paper 2008-77.
3. Abbring, Jaap H., Pierre-André Chiappori, James Heckman, and Jean Pinquet 2003. "Adverse Selection and Moral Hazard in Insurance: Can Dynamic Data Help to Distinguish?" Journal of the European Economic Association, 1(2-3): 512-21.
4. Andersen, Steffen, Glenn W. Harrison, Morten I. Lau, and E. Elisabet Rutström. 2008. "Lost in State Space: Are Preferences Stable?" International Economic Review, 49(3): 1091-1112.
5. Anderson, Lisa R., and Jennifer M. Mellor. 2009. "Are Risk Preferences Stable? Comparing an Experimental Measure with a Validated Survey-Based Measure." Journal of Risk and Uncertainty, 39(2): 137-60.
6. Arrow, Kenneth J. 1951. "Alternative Approaches to the Theory of Choice in Risk-Taking Situations." Econometrica, 19(4): 404-37.
7. Arrow, Kenneth J. 1974. "Optimal Insurance and Generalized Deductibles." Scandinavian Actuarial Journal, 1: 1-42.
8. Barsky, Robert B., F. Thomas Juster, Miles S. Kimball, and Matthew D. Shapiro. 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study." Quarterly Journal of Economics, 112(2): 537-79. (Pubitemid 127344013)
9. Baucells, Manel, and Antonio Villasís. 2010. "Stability of Risk Preferences and the Reflection Effect of Prospect Theory." Theory and Decision, 68(1-2): 193-211.
10. Blavatskyy, Pavlo, and Ganna Pogrebna. 2008. "Risk Aversion When Gains Are Likely and Unlikely: Evidence from a Natural Experiment with Large Stakes." Theory and Decision, 64(2-3): 395-420. (Pubitemid 351272702)
11. Boyer, Marcel, Georges Dionne, and Charles Vanasse. 1992. "Econometric Models of Accident Distributions." In Contributions to Insurance Economics, ed. G. Dionne, 169-213. Norwell, MA: Kluwer Academic.
12. Camerer, Colin. 1995. "Individual Decision Making." In The Handbook of Experimental Economics, ed. J. H. Kagel and A. E. Roth, 587-703. Princeton, NJ: Princeton University Press.
13. Cameron, A. Colin, and Pravin K. Trivedi. 1986. "Econometric Models Based on Count Data: Comparisons and Applications of Some Estimators and Tests." Journal of Applied Econometrics, 1(1): 29-53.
14. Cameron, A. Colin, and Pravin K. Trivedi. 1998. Regression Analysis of Count Data. Econometric Society Monograph 30. Cambridge: Cambridge University Press.
15. Ceccarini, Olivia. 2008. "Does Experience Rating Matter in Reducing Accident Probabilities? A Test for Moral Hazard." PhD diss. University of Pennsylvania.
16. Chetty, Raj. 2006. "A New Method of Estimating Risk Aversion." American Economic Review, 96(5): 1821-34.
17. Chiappori, Pierre-André. 1999. "Asymmetric Information in Automobile Insurance: An Overview." In Automobile Insurance: Road Safety, New Drivers, Risks, Insurance Fraud and Regulation, ed. G. Dionne and C. Laberge-Nadeau, 1-11. Norwell, MA: Kluwer Academic.
18. Chiappori, Pierre-André, and Bernard Salanié. 2000. "Testing for Asymmetric Information in Insurance Markets." Journal of Political Economy, 108(1): 56-78.
19. Chiappori, Pierre-André, Bruno Jullien, Bernard Salanié, and Francois Salanié. 2006. "Asymmetric Information in Insurance: General Testable Implications." RAND Journal of Economics, 37(4): 783-98.
20. Choi, Syngjoo, Raymond Fisman, Douglas Gale, and Shachar Kariv. 2007. "Consistency and Heterogeneity of Individual Behavior under Uncertainty." American Economic Review, 97(5): 1921-38.
21. Cicchetti, Charles J., and Jeffrey A. Dubin. 1994. "A Microeconometric Analysis of Risk Aversion and the Decision to Self-Insure." Journal of Political Economy, 102(1): 169-86.
22. Cohen, Alma. 2005. "Asymmetric Information and Learning: Evidence from the Automobile Insurance Market." Review of Economics and Statistics, 87(2): 197-207. (Pubitemid 40801755)
23. Cohen, Alma, and Liran Einav. 2007. "Estimating Risk Preferences from Deductible Choice." American Economic Review, 97(3): 745-88.
24. Cook, Philip J., and Daniel A. Graham. 1977. "The Demand for Insurance and Protection: The Case of Irreplaceable Commodities." Quarterly Journal of Economics, 91(1): 143-56.
25. Dionne, Georges, Christian Gouriéroux, and Charles Vanasse. 1999. "Evidence of Adverse Selection in Automobile Insurance Markets." In Automobile Insurance: Road Safety, New Drivers, Risks, Insurance Fraud and Regulation, ed. G. Dionne and C. Laberge-Nadeau, 13-46. Norwell, MA: Kluwer Academic.
26. Dionne, Georges, Christian Gouriéroux, and Charles Vanasse. 2001. "Testing for Evidence of Adverse Selection in the Automobile Insurance Market: A Comment." Journal of Political Economy, 109(2): 444-53.
27. Dionne, Georges, Pierre-Carl Michaud, and Maki Dahchour. 2010. "Separating Moral Hazard from Adverse Selection and Learning in Automobile Insurance: Longitudinal Evidence from France." Centre Interuniversitaire sur le Risque, les Politiques Économiques et l'Emploi Working Paper 10-35.
28. Dionne, Georges, and Charles Vanasse. 1992. "Automobile Insurance Ratemaking in the Presence of Asymmetrical Information." Journal of Applied Econometrics, 7(2): 149-65.
29. Dohmen, Thomas, Armin Falk, David Huffman, Uwe Sunde, Jürgen Schupp, and Gert G. Wagner. Forthcoming. "Individual Risk Attitudes: Measurement, Determinants and Behavioral Consequences." Journal of the European Economic Association.
30. Economides, Nicholas. 1982. "The Demand for Life Insurance: An Application of the Economics of Uncertainty: A Comment." Journal of Finance, 37(5): 1305-09.
31. Einav, Liran, Amy Finkelstein, Iuliana Pascu, and Mark R. Cullen. 2010. "How General Are Risk Preferences? Choices under Uncertainty in Different Domains." National Bureau of Economic Research Working Paper 15686.
32. Eisner, Robert, and Robert H. Strotz. 1961. "Flight Insurance and the Theory of Choice." Journal of Political Economy, 69(4): 355-368.
33. Evans, William N., and W. Kip Viscusi. 1991. "Estimation of State-Dependent Utility Functions Using Survey Data." Review of Economics and Statistics, 73(1): 94-104.
34. Gouriéroux, Christian, Alain Monfort, and Alain Trognon. 1984. "Pseudo Maximum Likelihood Methods: Applications to Poisson Models." Econometrica, 52(3): 701-20.
35. Greenwood, Major, and G. Udny Yule. 1920. "An Inquiry into the Nature of Frequency Distributions Representative of Multiple Happenings with Particular Reference to the Occurrence of Multiple Attacks of Disease or of Repeated Accidents." Journal of the Royal Statistical Society, 83(2): 255-79.
36. Hausman, Jerry, Bronwyn H. Hall, and Zvi Griliches. 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship." Econometrica, 52(4): 909-38.
37. Hershey, John C., and Paul J. H. Schoemaker. 1980. "Risk Taking and Problem Context in the Domain of Losses: An Expected Utility Analysis." Journal of Risk and Insurance, 47(1): 111-32.
38. Hershey, John C., Howard C. Kunreuther, and Paul J. H. Schoemaker. 1982. "Sources of Bias in Assessment Procedures for Utility Functions." Management Science, 28(8): 936-54.
39. Herzog, Sergio. 2002. "Empirical Analysis of Motor Vehicle Theft in Israel, 1990-1997." British Journal of Criminology, 42(4): 709-28. (Pubitemid 37446313)
40. Hey, John D., and Chris Orme. 1994. "Investigating Generalizations of Expected Utility Theory Using Experimental Data." Econometrica, 62(6): 1291-1326.
41. Holt, Charles A., and Susan K. Laury. 2002. "Risk Aversion and Incentive Effects." American Economic Review, 92(5): 1644-55.
42. Insurance Information Institute. 2010a. "Auto Insurance." http://www.iii.org/media/facts/statsbyissue/auto/ (accessed January 11, 2010).
43. Insurance Information Institute. 2010b. "Homeowners Insurance." http://www.iii.org/media/facts/statsbyissue/homeowners/ (accessed January 11, 2010).
44. International Traffic Safety Data and Analysis Group. 2009. "IRTAD Annual Report 2009." http://internationaltransportforum.org/irtad/pdf/ 09IrtadReportFin.pdf.
45. Israel, Mark. 2004. "Do We Drive More Safely When Accidents are More Expensive? Identifying Moral Hazard from Experience Rating Schemes." Northwestern University Center for the Study of Industrial Organization Working Paper 0043.
46. Johnson, Eric J., and Daniel G. Goldstein. 2003. "Do Defaults Save Lives?" Science, 302 (5649): 1338-39.
47. Johnson, Eric J., John Hershey, Jacqueline Meszaros, and Howard Kunreuther. 1993. "Framing, Probability Distortions, and Insurance Decisions." Journal of Risk and Uncertainty, 7(1): 35-51.
48. Jullien, Bruno, and Bernard Salanié. 2000. "Estimating Preferences under Risk: The Case of Racetrack Bettors." Journal of Political Economy, 108(3): 503-30. (Pubitemid 30605203)
49. Kachelmeier, Steven J., and Mohamed Shehata. 1992. "Examining Risk Preferences under High Monetary Incentives: Experimental Evidence from the People's Republic of China." American Economic Review, 82(5): 1120-41.
50. Kahneman, Daniel. 2003a. "Maps of Bounded Rationality: Psychology for Behavioral Economics." American Economic Review, 93(5): 1449-75. (Pubitemid 38799544)
51. Kahneman, Daniel. 2003b. "A Psychological Perspective on Economics." American Economic Review, 93(2): 162-68. (Pubitemid 38799616)
52. Karni, Edi. 1983. "Risk Aversion for State-Dependent Utility Functions: Measurement and Applications." International Economic Review, 24(3): 637-47.
53. Karni, Edi. 1985. Decision Making Under Uncertainty: The Case of State-Dependent Preferences. Cambridge, MA: Harvard University Press.
54. Karni, Edi, and Itzhak Zilcha. 1985. "Uncertain Lifetime, Risk Aversion, and Life Insurance." Scandinavian Actuarial Journal, 1985: 109-23.
55. Kimball, Miles S. 1990. "Precautionary Saving in the Small and in the Large." Econometrica, 58(1): 53-73.
56. Kimball, Miles S., Claudia R. Sahm, and Matthew D. Shapiro. 2008. "Imputing Risk Tolerance from Survey Responses." Journal of the American Statistical Association, 103(483): 1028-38.
57. Kimball, Miles S., Claudia R. Sahm, and Matthew D. Shapiro. 2009. "Risk Preferences in the PSID: Individual Imputations and Family Covariation." American Economic Review, 99(2): 363-68.
58. Krantz, David H., and Howard C. Kunreuther. 2007. "Goals and Plans in Decision Making." Judgment and Decision Making, 2(3): 137-68.
59. Loomes, Graham, and Robert Sugden. 1995. "Incorporating a Stochastic Element into Decision Theories." European Economic Review, 39(3-4): 641-48.
60. McCaffery, Edward J. 1994. "Cognitive Theory and Tax." UCLA Law Review, 41(7): 1861-47.
61. Novemsky, Nathan, and Daniel Kahneman. 2005. "The Boundaries of Loss Aversion." Journal of Marketing Research, 42(2): 119-28. (Pubitemid 40653426)
62. Pinquet, Jean, Georges Dionne, Charles Vanasse, and Mathieu Maurice. 2008. "Point-Record Incentives, Assymetric Information and Dynamic Data." Centre National de la Recherche Scientifique Working Paper 2008-05.
63. Post, Thierry, Martijn J. van den Assem, Guido Baltussen, and Richard H. Thaler. 2008. "Deal or No Deal? Decision Making under Risk in a Large-Payoff Game Show." American Economic Review, 98(1): 38-71.
64. Pratt, John W. 1964. "Risk Aversion in the Small and in the Large." Econometrica, 32(1-2): 122-36.
65. Puelz, Robert, and Arthur Snow. 1994. "Evidence on Adverse Selection: Equilibrium Signaling and Cross-Subsidization in the Insurance Market." Journal of Political Economy, 102(2): 236-57.
66. Rabin, Matthew. 1998. "Psychology and Economics." Journal of Economic Literature, 36(1): 11-46. (Pubitemid 128461584)
67. Rabin, Matthew. 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem." Econometrica, 68(5): 1281-92.
68. Rabin, Matthew, and Richard H. Thaler. 2001. "Anomalies: Risk Aversion." Journal of Economic Perspectives, 15(1): 219-32. (Pubitemid 33603390)
69. Saha,Atanu. 1997. "Risk Preference Estimation in the Nonlinear Mean Standard Deviation Approach." Economic Inquiry, 35(4): 770-82.
70. Samuelson, Paul A. 1963. "Risk and Uncertainty: A Fallacy of Large Numbers." Scientia, 98: 108-13.
71. Schelling, Thomas C. 1981. "Economic Reasoning and the Ethics of Policy" Public Interest, 63: 37-61.
72. Schoemaker, Paul J. H., and Howard C. Kunreuther. 1979. "An Experimental Study of Insurance Decisions." Journal of Risk and Insurance, 46(4): 603-18.
73. Starmer, Chris. 2000. "Developments in Non-Expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk." Journal of Economic Literature, 38(2): 332-82.
74. Sydnor, Justin. 2010. "(Over)Insuring Modest Risks." American Economic Journal: Applied Economics, 2(4): 177-99.
75. Sydnor, Justin. 2006. "Abundant Aversion to Moderate Risk: Evidence from Homeowners Insurance." http://faculty.weatherhead.case.edu/sydnor/ deductibles-old.pdf.
76. Thaler, Richard H. 1980. "Towards a Positive Theory of Consumer Choice." Journal of Economic Behavior and Organization, 1(1): 39-60.
77. Tversky, Amos, and Daniel Kahneman. 1986. "Rational Choice and the Framing of Decisions." Journal of Business, 59(4): S251-78.
78. Tversky, Amos, and Daniel Kahneman. 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty." Journal of Risk and Uncertainty, 5(4): 297-323.
79. Tversky, Amos, and Richard H. Thaler. 1990. "Anomalies: Preference Reversals." Journal of Economic Perspectives, 4(2): 201-11.
80. Viscusi, W. Kip, and William N. Evans. 1990. "Utility Functions That Depend on Health Status: Estimates and Economic Implications." American Economic Review, 80(3): 353-74.
81. Wolf, Charles, and Larry Pohlman. 1983. "The Recovery of Risk Preferences from Actual Choices." Econometrica, 51(3): 843-50.
82. Wooldridge, Jeffrey M. 2002. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press.
83. Zeckhauser, Richard. 1970. "Medical Insurance: A Case Study of the Tradeoff between Risk Spreading and Appropriate Incentives." Journal of Economic Theory, 2(1): 10-26.
84. Zeckhauser, Richard J. 1973. "Coverage for Catastrophic Illness." Public Policy, 21(2): 149-72.