Does Everyone Use Probabilities? Intuitive and Rational Decisions about Stockholding
We investigate the relationship between subjective probabilities of future stock market returns and decisions about stockholding. Specifically, we examine whether acting upon subjective probabilities is confined to individuals with high cognitive skills. We explore this question using data from the U.S. Health and Retirement Study (HRS). Our empirical analysis is guided by a novel and simple model based on the dual-systems framework from psychology (Kahneman, 2003). In our model, individuals with low cognitive skills make decisions in an intuitive non-probabilistic way based on cues and feelings. Individuals with high cognitive skills make decisions akin to the expected utility model. As predicted by our model, in our empirical analysis we find that there is a significantly stronger association between subjective return probabilities and stockholding decisions for individuals with high cognitive skills, compared to individuals with lower cognitive skills. The paper contributes to a better understanding of the role of cognitive skills in decision making under uncertainty.
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- Martin Salm, 2010. "Subjective mortality expectations and consumption and saving behaviours among the elderly," Canadian Journal of Economics, Canadian Economics Association, vol. 43(3), pages 1040-1057, August.
- Kristin J. Kleinjans & Arthur Van Soest, 2014. "Rounding, Focal Point Answers And Nonresponse To Subjective Probability Questions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 567-585, 06.
- Alexander Michaelides & Francisco J. Gomes, 2005. "Optimal life cycle asset allocation : understanding the empirical evidence," LSE Research Online Documents on Economics 193, London School of Economics and Political Science, LSE Library.
- John J. McArdle & James P. Smith & Robert Willis, 2009.
"Cognition and Economic Outcomes in the Health and Retirement Survey,"
NBER Working Papers
15266, National Bureau of Economic Research, Inc.
- John J. McArdle & James P. Smith & Robert Willis, 2011. "Cognition and Economic Outcomes in the Health and Retirement Survey," NBER Chapters, in: Explorations in the Economics of Aging, pages 209-233 National Bureau of Economic Research, Inc.
- McArdle, John J. & Smith, James P. & Willis, Robert, 2009. "Cognition and Economic Outcomes in the Health and Retirement Survey," IZA Discussion Papers 4269, Institute for the Study of Labor (IZA).
- Kapteyn, Arie & Kleinjans, Kristin J. & van Soest, Arthur, 2009.
"Intertemporal consumption with directly measured welfare functions and subjective expectations,"
Journal of Economic Behavior & Organization,
Elsevier, vol. 72(1), pages 425-437, October.
- Kapteyn, A. & Kleinjans, K. & van Soest, A.H.O., 2008. "Intertemporal Consumption with Directly Measured Welfare Functions and Subjective Expectations," Discussion Paper 2008-85, Tilburg University, Center for Economic Research.
- Arie Kapteyn & Kristin J. Kleinjans & Arthur Van Soest, 2007. "Intertemporal Consumption with Directly Measured Welfare Functions and Subjective Expectations," Working Papers 535, RAND Corporation Publications Department.
- Fabian Gouret & Guillaume Hollard, 2011. "When Kahneman meets Manski: Using dual systems of reasoning to interpret subjective expectations of equity returns," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(3), pages 371-392, 04.
- Adeline Delavande & Michael Perry & Robert Willis, 2006. "Probabilistic Thinking and Early Social Security Claiming," Working Papers wp129, University of Michigan, Michigan Retirement Research Center.
- Greene, William, 2010.
"Testing hypotheses about interaction terms in nonlinear models,"
Elsevier, vol. 107(2), pages 291-296, May.
- William H. Greene, 2009. "Testing Hypotheses About Interaction Terms in Nonlinear Models," Working Papers 09-08, New York University, Leonard N. Stern School of Business, Department of Economics.
- Daniel Kahneman, 2003. "Maps of Bounded Rationality: Psychology for Behavioral Economics," American Economic Review, American Economic Association, vol. 93(5), pages 1449-1475, December.
- Hanming Fang & Michael Keane & Ahmed Khwaja, & Martin Salm & Dan Silverman, 2006.
"Testing the Mechanisms of Structural Models: The Case of the Mickey Mantle Effect,"
MEA discussion paper series
06113, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
- Hanming Fang & Michael Keane & Ahmed Khwaja & Martin Salm & Dan Silverman, 2007. "Testing the Mechanisms of Structural Models: The Case of the Mickey Mantle Effect," American Economic Review, American Economic Association, vol. 97(2), pages 53-59, May.
- Miles S. Kimball & Claudia R. Sahm & Matthew D. Shapiro, 2007.
"Imputing Risk Tolerance from Survey Responses,"
NBER Working Papers
13337, National Bureau of Economic Research, Inc.
- Barsky, Robert B, et al, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, MIT Press, vol. 112(2), pages 537-79, May.
- Francisco Gomes & Alexander Michaelides, 2005.
"Optimal Life-Cycle Asset Allocation: Understanding the Empirical Evidence,"
Journal of Finance,
American Finance Association, vol. 60(2), pages 869-904, 04.
- Gomes, Francisco J & Michaelides, Alexander, 2005. "Optimal Life-Cycle Asset Allocation: Understanding the Empirical Evidence," CEPR Discussion Papers 4853, C.E.P.R. Discussion Papers.
- Li Gan & Guan Gong, 2005.
"Subjective Morality Risks and Bequests,"
2005 Meeting Papers
900, Society for Economic Dynamics.
- Carman, Katherine Grace & Kooreman, Peter, 2011. "Flu Shots, Mammograms, and the Perception of Probabilities," IZA Discussion Papers 5739, Institute for the Study of Labor (IZA).
- Gábor Kézdi & Robert J. Willis, 2011. "Household Stock Market Beliefs and Learning," NBER Working Papers 17614, National Bureau of Economic Research, Inc.
- Fabian Gouret & Guillaume Hollard, 2011. "When Kahneman meets Manski: Using dual systems of reasoning to interpret subjective expectations of equity returns," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00867700, HAL.
- Michael D. Hurd, 2009. "Subjective Probabilities in Household Surveys," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 543-564, 05.
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