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Are risk preferences stable? Comparing an experimental measure with a validated survey-based measure

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  • Lisa Anderson
  • Jennifer Mellor

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Abstract

We examine the stability of risk preference within subjects by comparing measures obtained from two elicitation methods, an economics experiment with real monetary rewards and a survey with questions on hypothetical gambles. The survey questions have been validated by numerous empirical studies of investment, insurance demand, smoking and alcohol use, and recent studies have shown the experimental measure is associated with several real-world risky behaviors. For the majority of subjects, we find that risk preferences are not stable across elicitation methods. In interval regression models, subjects’ risk preference classifications from survey questions on job-based gambles are not associated with risk preference estimates from the experiment. However, we find that risk classifications from inheritance-based gambles are significantly associated with the experimental measure. We identify some subjects for whom risk preference estimates are more strongly correlated across elicitation methods, suggesting that unobserved subject traits like comprehension or effort influence risk preference stability.
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Suggested Citation

  • Lisa Anderson & Jennifer Mellor, 2009. "Are risk preferences stable? Comparing an experimental measure with a validated survey-based measure," Journal of Risk and Uncertainty, Springer, vol. 39(2), pages 137-160, October.
  • Handle: RePEc:kap:jrisku:v:39:y:2009:i:2:p:137-160
    DOI: 10.1007/s11166-009-9075-z
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    References listed on IDEAS

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    1. Catherine C. Eckel & Philip J. Grossman, 2002. "Sex Differences and Statistical Stereotyping in Attitudes Toward Financial Risk," Monash Economics Working Papers archive-03, Monash University, Department of Economics.
    2. John Hey & Andrea Morone & Ulrich Schmidt, 2009. "Noise and bias in eliciting preferences," Journal of Risk and Uncertainty, Springer, vol. 39(3), pages 213-235, December.
    3. Robert B. Barsky & Miles S. Kimball & F. Thomas Juster & Matthew D. Shapiro, 1995. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Survey," NBER Working Papers 5213, National Bureau of Economic Research, Inc.
    4. repec:feb:framed:0074 is not listed on IDEAS
    5. Hans-Martin Gaudecker & Arthur Soest & Erik Wengström, 2012. "Experts in experiments," Journal of Risk and Uncertainty, Springer, vol. 45(2), pages 159-190, October.
    6. Glenn W. Harrison & Eric Johnson & Melayne M. McInnes & E. Elisabet Rutström, 2005. "Temporal stability of estimates of risk aversion," Applied Financial Economics Letters, Taylor and Francis Journals, vol. 1(1), pages 31-35, January.
    7. 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.
    8. Anderson, Lisa R. & Mellor, Jennifer M., 2008. "Predicting health behaviors with an experimental measure of risk preference," Journal of Health Economics, Elsevier, vol. 27(5), pages 1260-1274, September.
    9. Camerer, Colin F & Hogarth, Robin M, 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 7-42, December.
    10. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, Elsevier.
    11. von Gaudecker, Martin & van Soest, Arthur & Wengström, Erik, 2008. "Selection and Mode Effects in Risk Preference Elicitation Experiments," Sonderforschungsbereich 504 Publications 08-46, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    12. Kimball, Miles S & Sahm, Claudia R & Shapiro, Matthew D, 2008. "Imputing Risk Tolerance From Survey Responses," Journal of the American Statistical Association, American Statistical Association, vol. 103(483), pages 1028-1038.
    13. Sloan, Frank A & Norton, Edward C, 1997. "Adverse Selection, Bequests, Crowding Out, and Private Demand for Insurance: Evidence from the Long-Term Care Insurance Market," Journal of Risk and Uncertainty, Springer, vol. 15(3), pages 201-219, December.
    14. Rosen, H.S.Harvey S. & Wu, Stephen, 2004. "Portfolio choice and health status," Journal of Financial Economics, Elsevier, vol. 72(3), pages 457-484, June.
    15. Dhaval Dave & Henry Saffer, 2007. "Risk Tolerance and Alcohol Demand Among Adults and Older Adults," NBER Working Papers 13482, National Bureau of Economic Research, Inc.
    16. Kerwin Kofi Charles & Erik Hurst, 2003. "The Correlation of Wealth across Generations," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1155-1182, December.
    17. Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, Oxford University Press, vol. 112(2), pages 537-579.
    18. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Juergen Schupp & Gert Wagner, 2005. "Individual Risk Attitudes: New Evidence from a Large, Representative, Experimentally-Validated Survey," Working Papers 2096, The Field Experiments Website.
    19. Isaac, R Mark & James, Duncan, 2000. "Just Who Are You Calling Risk Averse?," Journal of Risk and Uncertainty, Springer, vol. 20(2), pages 177-187, March.
    20. Sarah Brown & Karl Taylor, 2006. "Education, Risk Preference and Wages," Working Papers 2006002, The University of Sheffield, Department of Economics, revised Feb 2006.
    21. Gabriel Picone & Frank Sloan & Donald Taylor, 2004. "Effects of Risk and Time Preference and Expected Longevity on Demand for Medical Tests," Journal of Risk and Uncertainty, Springer, vol. 28(1), pages 39-53, January.
    22. Norton, Edward C., 2000. "Long-term care," Handbook of Health Economics,in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 17, pages 955-994 Elsevier.
    23. Lucie Schmidt, 2008. "Risk preferences and the timing of marriage and childbearing," Demography, Springer;Population Association of America (PAA), vol. 45(2), pages 439-460, May.
    24. Duncan James, 2007. "Stability of risk preference parameter estimates within the Becker-DeGroot-Marschak procedure," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 123-141, June.
    25. Glenn W Harrison & John A List & Charles Towe, 2007. "Naturally Occurring Preferences and Exogenous Laboratory Experiments: A Case Study of Risk Aversion," Econometrica, Econometric Society, vol. 75(2), pages 433-458, March.
    26. 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.
    27. Steffen Andersen & Glenn Harrison & Morten Lau & E. Rutström, 2009. "Elicitation using multiple price list formats," Experimental Economics, Springer;Economic Science Association, vol. 12(3), pages 365-366, September.
    28. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Lost In State Space: Are Preferences Stable?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(3), pages 1091-1112, August.
    29. Julie R. Agnew & Lisa R. Anderson & Jeffrey R. Gerlach & Lisa R. Szykman, 2008. "Who Chooses Annuities? An Experimental Investigation of the Role of Gender, Framing, and Defaults," American Economic Review, American Economic Association, vol. 98(2), pages 418-422, May.
    30. Kan, Kamhon, 2003. "Residential mobility and job changes under uncertainty," Journal of Urban Economics, Elsevier, vol. 54(3), pages 566-586, November.
    31. Kajal Lahiri & Jae G. Song, 2000. "The effect of smoking on health using a sequential self-selection model," Health Economics, John Wiley & Sons, Ltd., vol. 9(6), pages 491-511.
    32. Kruse, Jamie Brown & Thompson, Mark A., 2003. "Valuing low probability risk: survey and experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 50(4), pages 495-505, April.
    33. Lusardi, Annamaria, 1998. "On the Importance of the Precautionary Saving Motive," American Economic Review, American Economic Association, vol. 88(2), pages 449-453, May.
    34. Chetan Dave & Catherine Eckel & Cathleen Johnson & Christian Rojas, 2010. "Eliciting risk preferences: When is simple better?," Journal of Risk and Uncertainty, Springer, vol. 41(3), pages 219-243, December.
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    More about this item

    Keywords

    Risk preferences; Laboratory experiment; Survey; C9; D8;

    JEL classification:

    • C9 - Mathematical and Quantitative Methods - - Design of Experiments
    • D8 - Microeconomics - - Information, Knowledge, and Uncertainty

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