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Can Risk Aversion Explain Schooling Attainments? Evidence From Italy

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  • Christian Belzil

    ()
    (GATE - Groupe d'analyse et de théorie économique - CNRS : UMR5824 - Université Lumière - Lyon II - Ecole Normale Supérieure Lettres et Sciences Humaines, IZA - Institute for the study of labor - IZA - Institute for the Study of Labor)

  • Marco Leonardi

    (IZA - Institute for the study of labor - IZA - Institute for the Study of Labor, Università degli studi di Milano - Università di Milano - Università degli studi di Milano)

Abstract

Using unique Italian panel data, in which individual differences in behavior toward risk are measured from answers to a lottery question, we investigate if (and to what extent) risk aversion can explain differences in schooling attainments. We formulate the schooling decision process as a reduced-form dynamic discrete choice. The model is estimated with a degree of flexibility virtually compatible with semiparametric likelihood techniques. We analyze how grade transition from one level to the next varies with preference heterogeneity (risk aversion), parental human capital, socioeconomic variables and persistent unobserved (to the econometrician) heterogeneity. We present evidence that schooling attainments decrease with risk aversion, but despite a statistically significant effect, differences in attitudes toward risk account for a modest portion of the probability of entering higher education. Differences in ability(ies) and in parental human capital are much more important. in the most general version of the model, the likelihood function is the joint probability of schooling attainments, and post-schooling wealth and risk aversion.

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Paper provided by HAL in its series Post-Print with number halshs-00142551.

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Date of creation: Oct 2006
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Handle: RePEc:hal:journl:halshs-00142551

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Keywords: dynamic discrete choices ; education ; human capital ; risk aversion;

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  1. Chay, Kenneth Y. & Lee, David S., 2000. "Changes in relative wages in the 1980s Returns to observed and unobserved skills and black-white wage differentials," Journal of Econometrics, Elsevier, vol. 99(1), pages 1-38, November.
  2. Zvi Eckstein & Kenneth I. Wolpin, 1999. "Why Youths Drop Out of High School: The Impact of Preferences, Opportunities, and Abilities," Econometrica, Econometric Society, vol. 67(6), pages 1295-1340, November.
  3. Flavio Cunha & James J. Heckman & Salvador Navarro, 2005. "Separating Uncertainty from Heterogeneity in Life Cycle Earnings," NBER Working Papers 11024, National Bureau of Economic Research, Inc.
  4. Christian Belzil, 2006. "The Return to Schooling in Structural Dynamic Models: A Survey," Working Papers 0609, Groupe d'Analyse et de Théorie Economique (GATE), Centre national de la recherche scientifique (CNRS), Université Lyon 2, Ecole Normale Supérieure.
  5. Brunello, Giorgio, 2002. "Absolute risk aversion and the returns to education," Economics of Education Review, Elsevier, vol. 21(6), pages 635-640, December.
  6. Fersterer, Josef & Winter-Ebmer, Rudolf, 2000. "Smoking, Discount Rates, and Returns to Education," IZA Discussion Papers 126, Institute for the Study of Labor (IZA).
  7. 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.
  8. Christopher J. Flinn, 2002. "Labour Market Structure and Inequality: A Comparison of Italy and the U.S," Review of Economic Studies, Oxford University Press, vol. 69(3), pages 611-645.
  9. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2006. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," Handbook of the Economics of Education, Elsevier.
  10. Christian Belzil, 2007. "Subjective Beliefs and Schooling Decisions," Post-Print halshs-00174524, HAL.
  11. Van den Berg, Gerard J., 2001. "Duration models: specification, identification and multiple durations," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 55, pages 3381-3460 Elsevier.
  12. Joop Hartog & Hans van Ophem & Simona Maria Bajdechi, 2004. "How Risky is Investment in Human Capital?," Tinbergen Institute Discussion Papers 04-080/3, Tinbergen Institute.
  13. Flavio Cunha & James J. Heckman, 2006. "A New Framework for the Analysis of Inequality," NBER Working Papers 12505, National Bureau of Economic Research, Inc.
  14. John F. Geweke & Michael P. Keane, 1997. "Mixture of normals probit models," Staff Report 237, Federal Reserve Bank of Minneapolis.
  15. Luigi Guiso & Monica Paiella, 2005. "The Role Of Risk Aversion In Predicting Individual Behavior," Temi di discussione (Economic working papers) 546, Bank of Italy, Economic Research and International Relations Area.
  16. Baker, Michael & Melino, Angelo, 2000. "Duration dependence and nonparametric heterogeneity: A Monte Carlo study," Journal of Econometrics, Elsevier, vol. 96(2), pages 357-393, June.
  17. Harmon, Colm & Hogan, Vincent & Walker, Ian, 2001. "Dispersion in the Economic Return to Schooling," CEPR Discussion Papers 3037, C.E.P.R. Discussion Papers.
  18. Monica Paiella & Luigi Guiso, 2004. "Risk Aversion, Wealth and Background Risk," 2004 Meeting Papers 525, Society for Economic Dynamics.
  19. Jörgen Hansen & Christian Belzil, 2010. "Structural Estimates of the Intergenerational Education Correlation," Working Papers id:2892, eSocialSciences.
  20. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4 National Bureau of Economic Research, Inc.
  21. William N. Evans & Edward Montgomery, 1994. "Education and Health: Where There's Smoke There's an Instrument," NBER Working Papers 4949, National Bureau of Economic Research, Inc.
  22. Guiso, Luigi & Jappelli, Tullio & Pistaferri, Luigi, 2002. "An Empirical Analysis of Earnings and Employment Risk," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 241-53, April.
  23. Gould, Eric D & Moav, Omer & Weinberg, Bruce A, 2001. " Precautionary Demand for Education, Inequality, and Technological Progress," Journal of Economic Growth, Springer, vol. 6(4), pages 285-315, December.
  24. Heckman, James J. & Navarro, Salvador, 2007. "Dynamic discrete choice and dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 136(2), pages 341-396, February.
  25. Stephen V. Cameron & James J. Heckman, 2001. "The Dynamics of Educational Attainment for Black, Hispanic, and White Males," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 455-499, June.
  26. Johnson, Thomas, 1978. "Time in School: The Case of the Prudent Patron," American Economic Review, American Economic Association, vol. 68(5), pages 862-72, December.
  27. Narayana R. Kocherlakota, 1996. "The Equity Premium: It's Still a Puzzle," Journal of Economic Literature, American Economic Association, vol. 34(1), pages 42-71, March.
  28. Thomas Lemieux, 2006. "Increasing Residual Wage Inequality: Composition Effects, Noisy Data, or Rising Demand for Skill?," American Economic Review, American Economic Association, vol. 96(3), pages 461-498, June.
  29. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, October.
  30. Ham, John C & LaLonde, Robert J, 1996. "The Effect of Sample Selection and Initial Conditions in Duration Models: Evidence from Experimental Data on Training," Econometrica, Econometric Society, vol. 64(1), pages 175-205, January.
  31. Christian Belzil & Jörgen Hansen, 2002. "Unobserved Ability and the Return to Schooling," CIRANO Working Papers 2002s-19, CIRANO.
  32. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75, pages 352.
  33. Olson, Lawrence & White, Halbert & Shefrin, H M, 1979. "Optimal Investment in Schooling when Incomes are Risky," Journal of Political Economy, University of Chicago Press, vol. 87(3), pages 522-39, June.
  34. Ignacio Palacios-Huerta, 2001. "An Empirical Analysis of the Risk Properties of Human Capital Returns," Working Papers 2001-10, Brown University, Department of Economics.
  35. Joop Hartog & Hans van Ophem & Simona Maria Bajdechi, 2004. "How Risky is Investment in Human Capital?," Tinbergen Institute Discussion Papers 04-080/3, Tinbergen Institute.
  36. Christian Gollier, 2004. "The Economics of Risk and Time," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262572249, January.
  37. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males," Journal of Political Economy, University of Chicago Press, vol. 106(2), pages 262-333, April.
  38. John F. Geweke & Michael P. Keane, 1996. "Bayesian inference for dynamic choice models without the need for dynamic programming," Working Papers 564, Federal Reserve Bank of Minneapolis.
  39. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
  40. 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.
  41. Hartog, Joop & Ferrer-i-Carbonell, Ada & Jonker, Nicole, 2002. "Linking Measured Risk Aversion to Individual Characteristics," Kyklos, Wiley Blackwell, vol. 55(1), pages 3-26.
  42. Chiswick, Barry R & Mincer, Jacob, 1972. "Time-Series Changes in Personal Income Inequality in the United States from 1939, with Projections to 1985," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages S34-S66, Part II, .
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