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Stated and revealed heterogeneous risk preferences in educational choice

  • Fossen, Frank M.
  • Glocker, Daniela

Stated survey measures of risk preferences are increasingly being used in the literature, and they have been compared to revealed risk aversion primarily by means of experiments such as lottery choice tasks. In this paper, we investigate educational choice, which involves the comparison of risky future income paths and therefore depends on risk and time preferences. In contrast to experimental settings, educational choice is one of the most important economic decisions taken by individuals, and we observe actual choices in representative panel data. We estimate a structural microeconometric model to jointly reveal risk and time preferences based on educational choices, allowing for unobserved heterogeneity in the Arrow-Pratt risk aversion parameter. The probabilities of membership in the latent classes of persons with higher or lower risk aversion are modelled as functions of stated risk preferences elicited in the survey using standard questions. Two types are identified: A small group with high risk aversion and a large group with low risk aversion. The results indicate that persons who state that they are generally less willing to take risks in the survey tend to belong to the latent class with higher revealed risk aversion, which indicates consistency of stated and revealed risk preferences. The relevance of the distinction between the two types for educational choice is demonstrated by their distinct reactions to a simulated tax policy scenario.

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Paper provided by Free University Berlin, School of Business & Economics in its series Discussion Papers with number 2014/3.

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Date of creation: 2014
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Handle: RePEc:zbw:fubsbe:20143
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  1. Dohmen, Thomas J. & Falk, Armin & Huffman, David & Sunde, Uwe & Schupp, Jürgen & Wagner, Gert G., 2009. "Individual risk attitudes: Measurement, determinants and behavioral consequences," Munich Reprints in Economics 20049, University of Munich, Department of Economics.
  2. Hartog, Joop & Diaz-Serrano, Luis, 2002. "Earnings Risk and Demand for Higher Education: A Cross-Section Test for Spain," IZA Discussion Papers 641, Institute for the Study of Labor (IZA).
  3. Cunha, Flavio & Heckman, James J., 2007. "Identifying and Estimating the Distributions of Ex Post and Ex Ante Returns to Schooling," Labour Economics, Elsevier, vol. 14(6), pages 870-893, December.
  4. Glenn Harrison & John List & Charles Towe, 2004. "Naturally occurring preferences and exogenous laboratory experiments: A case study of risk aversion," Framed Field Experiments 00155, The Field Experiments Website.
  5. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
  6. Eric French & John Bailey Jones, 2001. "The effects of health insurance and self-insurance on retirement behavior," Working Paper Series WP-01-19, Federal Reserve Bank of Chicago.
  7. repec:feb:framed:0089 is not listed on IDEAS
  8. Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," IZA Discussion Papers 767, Institute for the Study of Labor (IZA).
  9. Cunha, Flavio & Heckman, James J. & Navarro, Salvador, 2004. "Separating Uncertainty from Heterogeneity in Life Cycle Earnings," IZA Discussion Papers 1437, Institute for the Study of Labor (IZA).
  10. Kodde, David A, 1986. "Uncertainty and the Demand for Education," The Review of Economics and Statistics, MIT Press, vol. 68(3), pages 460-67, August.
  11. Hartog, Joop & Vijverberg, Wim P.M., 2007. "On compensation for risk aversion and skewness affection in wages," Labour Economics, Elsevier, vol. 14(6), pages 938-956, December.
  12. Kreps, David M & Porteus, Evan L, 1978. "Temporal Resolution of Uncertainty and Dynamic Choice Theory," Econometrica, Econometric Society, vol. 46(1), pages 185-200, January.
  13. Daniela Glocker, 2009. "The Effect of Student Aid on the Duration of Study," Discussion Papers of DIW Berlin 893, DIW Berlin, German Institute for Economic Research.
  14. Epstein, Larry G & Zin, Stanley E, 1989. "Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: A Theoretical Framework," Econometrica, Econometric Society, vol. 57(4), pages 937-69, July.
  15. James J. Heckman, 1977. "Dummy Endogenous Variables in a Simultaneous Equation System," NBER Working Papers 0177, National Bureau of Economic Research, Inc.
  16. Hogan, Vincent & Walker, Ian, 2007. "Education choice under uncertainty: Implications for public policy," Labour Economics, Elsevier, vol. 14(6), pages 894-912, December.
  17. Jonathan Eaton & Harvey S. Rosen, 1979. "Taxation, Human Capital and Uncertainty," Working Papers 497, Princeton University, Department of Economics, Industrial Relations Section..
  18. 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.
  19. Vischer, Thomas & Dohmen, Thomas & Falk, Armin & Huffman, David & Schupp, Jürgen & Sunde, Uwe & Wagner, Gert G., 2013. "Validating an ultra-short survey measure of patience," Economics Letters, Elsevier, vol. 120(2), pages 142-145.
  20. Robert Sauer, 2002. "Educational Financing and Lifetime Earnings," Working Papers 2002-06, Brown University, Department of Economics.
  21. Lisa R. Anderson & Jennifer M. Mellor, 2007. "Predicting Health Behaviors with an Experimental Measure of Risk Preference," Working Papers 59, Department of Economics, College of William and Mary.
  22. Frank Fossen & Daniela Glocker, 2011. "Expected future earnings, taxation, and university enrollment," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 18(6), pages 688-723, December.
  23. Fishe, Raymond P. H. & Trost, R. P. & Lurie, Philip M., 1981. "Labor force earnings and college choice of young women: An examination of selectivity bias and comparative advantage," Economics of Education Review, Elsevier, vol. 1(2), pages 169-191, April.
  24. Voors, Maarten & Turley, Ty & Kontoleon, Andreas & Bulte, Erwin & List, John A., 2012. "Exploring whether behavior in context-free experiments is predictive of behavior in the field: Evidence from lab and field experiments in rural Sierra Leone," Economics Letters, Elsevier, vol. 114(3), pages 308-311.
  25. Maddala,G. S., 1986. "Limited-Dependent and Qualitative Variables in Econometrics," Cambridge Books, Cambridge University Press, number 9780521338257, Junio.
  26. Steven Levitt & John List, 2007. "What do Laboratory Experiments Measuring Social Preferences Reveal About the Real World," Artefactual Field Experiments 00480, The Field Experiments Website.
  27. Epstein, Larry G & Zin, Stanley E, 1991. "Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: An Empirical Analysis," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 263-86, April.
  28. repec:feb:framed:0074 is not listed on IDEAS
  29. Jenkins, Stephen P, 1995. "Easy Estimation Methods for Discrete-Time Duration Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(1), pages 129-38, February.
  30. Anderberg, Dan & Andersson, Fredrik, 2003. "Investments in human capital, wage uncertainty, and public policy," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1521-1537, August.
  31. 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.
  32. Levhari, David & Weiss, Yoram, 1974. "The Effect of Risk on the Investment in Human Capital," American Economic Review, American Economic Association, vol. 64(6), pages 950-63, December.
  33. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, 05.
  34. 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.
  35. 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.
  36. Keane, Michael P & Wolpin, Kenneth I, 2001. "The Effect of Parental Transfers and Borrowing Constraints on Educational Attainment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(4), pages 1051-1103, November.
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