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A Dynamic Analysis of Educational Attainment, Occupational Choices, and Job Search

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  • Sullivan, Paul

Abstract

This paper examines career choices using a dynamic structural model that nests a job search model within a human capital model of occupational and educational choices. Individuals in the model decide when to attend school and when to move between firms and occupations over the course of their career. Workers search for suitable wage and non-pecuniary match values at firms across occupations given their heterogeneous skill endowments and preferences for employment in each occupation. Over the course of their careers workers endogenously accumulate firm and occupation specific human capital that affects wages differently across occupations. The parameters of the model are estimated with simulated maximum likelihood using data from the 1979 cohort of the National Longitudinal Survey of Youth. The structural parameter estimates reveal that both self-selection in occupational choices and mobility between firms account for a much larger share of total earnings and utility than the combined effects of firm and occupation specific human capital. Eliminating the gains from matching between workers and occupations would reduce total wages by 31%, eliminating the gains from job search would reduce wages by 19%, and eliminating the effects of firm and occupation specific human capital on wages would reduce wages by only 2.8%.

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Bibliographic Info

Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 3896.

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Date of creation: Sep 2006
Date of revision: Jun 2007
Handle: RePEc:pra:mprapa:3896

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Keywords: occupational choice; job search; human capital; dynamic programming models;

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  1. Dey, M. S. & Flinn, C. J., 2000. "An Equilibrium Model of Health Insurance Provision and Wage Determination," Working Papers, C.V. Starr Center for Applied Economics, New York University 00-18, C.V. Starr Center for Applied Economics, New York University.
  2. Michael P. Keane & Kenneth I. Wolpin, 1994. "The solution and estimation of discrete choice dynamic programming models by simulation and interpolation: Monte Carlo evidence," Staff Report, Federal Reserve Bank of Minneapolis 181, Federal Reserve Bank of Minneapolis.
  3. Charles F. Manski & John V. Pepper, 1998. "Monotone Instrumental Variables: With an Application to the Returns to Schooling," Virginia Economics Online Papers, University of Virginia, Department of Economics 308, University of Virginia, Department of Economics.
  4. John Rust, 1997. "Using Randomization to Break the Curse of Dimensionality," Econometrica, Econometric Society, Econometric Society, vol. 65(3), pages 487-516, May.
  5. Neal, Derek, 1999. "The Complexity of Job Mobility among Young Men," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 17(2), pages 237-61, April.
  6. John H. Tyler & Richard J. Murnane & John B. Willett, 2000. "Estimating The Labor Market Signaling Value Of The GED," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 115(2), pages 431-468, May.
  7. Dustmann, Christian & Meghir, Costas, 1999. "Wages, Experience and Seniority," CEPR Discussion Papers, C.E.P.R. Discussion Papers 2077, C.E.P.R. Discussion Papers.
  8. Stinebrickner, Todd R, 2001. "Compensation Policies and Teacher Decisions," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(3), pages 751-79, August.
  9. Donghoon Lee & Kenneth I. Wolpin, 2004. "Intersectoral Labor Mobility and the Growth of the Service Sector," PIER Working Paper Archive, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania 04-036, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  10. Michael J. Brien & Lee A. Lillard & Steven Stern, 2006. "Cohabitation, Marriage, And Divorce In A Model Of Match Quality," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(2), pages 451-494, 05.
  11. Eckstein, Zvi & Mortensen, Dale T., 2006. "Labor search," European Economic Review, Elsevier, Elsevier, vol. 50(4), pages 807-810, May.
  12. John Rust & Christopher Phelan, 1994. "How Social Security and Medicare Affect Retirement Behavior in a World of Incomplete Markets," Public Economics, EconWPA 9406005, EconWPA, revised 06 Jul 1994.
  13. Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, Econometric Society, vol. 55(5), pages 999-1033, September.
  14. McCall, Brian P, 1990. "Occupational Matching: A Test of Sorts," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 98(1), pages 45-69, February.
  15. Altonji, Joseph G & Shakotko, Robert A, 1987. "Do Wages Rise with Job Seniority?," Review of Economic Studies, Wiley Blackwell, Wiley Blackwell, vol. 54(3), pages 437-59, July.
  16. Michael P. Keane & Kenneth I. Wolpin, 1995. "The career decisions of young men," Working Papers, Federal Reserve Bank of Minneapolis 559, Federal Reserve Bank of Minneapolis.
  17. Louis S. Jacobson & Robert J. LaLonde & Daniel Sullivan, 1992. "Earnings Losses of Displaced Workers," Upjohn Working Papers and Journal Articles, W.E. Upjohn Institute for Employment Research 92-11, W.E. Upjohn Institute for Employment Research.
  18. Topel, Robert H, 1991. "Specific Capital, Mobility, and Wages: Wages Rise with Job Seniority," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 99(1), pages 145-76, February.
  19. Ronni Pavan, 2011. "Career Choice and Wage Growth," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 29(3), pages 549 - 587.
  20. Donghoon Lee, 2005. "An Estimable Dynamic General Equilibrium Model Of Work, Schooling, And Occupational Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(1), pages 1-34, 02.
  21. Mellow, Wesley & Sider, Hal, 1983. "Accuracy of Response in Labor Market Surveys: Evidence and Implications," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 1(4), pages 331-44, October.
  22. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 87(5), pages 972-90, October.
  23. Iourii Manovskii & Gueorgui Kambourov, 2004. "Occupational Specificity of Human Capital," 2004 Meeting Papers, Society for Economic Dynamics 197, Society for Economic Dynamics.
  24. E.K. Berndt & B.H. Hall & R.E. Hall, 1974. "Estimation and Inference in Nonlinear Structural Models," NBER Chapters, National Bureau of Economic Research, Inc, in: Annals of Economic and Social Measurement, Volume 3, number 4, pages 103-116 National Bureau of Economic Research, Inc.
  25. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, Elsevier, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863 Elsevier.
  26. Zvi Eckstein & Kenneth I. Wolpin, 1999. "Why Youths Drop Out of High School: The Impact of Preferences, Opportunities, and Abilities," Econometrica, Econometric Society, Econometric Society, vol. 67(6), pages 1295-1340, November.
  27. Robert E. Hall, 1984. "The Importance of Lifetime Jobs in the U.S. Economy," NBER Working Papers, National Bureau of Economic Research, Inc 0560, National Bureau of Economic Research, Inc.
  28. Topel, Robert H & Ward, Michael P, 1992. "Job Mobility and the Careers of Young Men," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 107(2), pages 439-79, May.
  29. Belzil, Christian & Hansen, Jörgen, 2002. "Unobserved Ability and the Return to Schooling," IZA Discussion Papers, Institute for the Study of Labor (IZA) 508, Institute for the Study of Labor (IZA).
  30. Blau, David M, 1991. "Search for Nonwage Job Characteristics: A Test of the Reservation Wage Hypothesis," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 9(2), pages 186-205, April.
  31. Ann P. Bartel, 1982. "Wages, nonwage job characteristics, and labor mobility," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, ILR Review, Cornell University, ILR School, vol. 35(4), pages 578-589, July.
  32. Steven Stern & John Pepper, 2001. "Empirical Search Models," Virginia Economics Online Papers, University of Virginia, Department of Economics 383, University of Virginia, Department of Economics.
  33. Wolpin, Kenneth I, 1992. "The Determinants of Black-White Differences in Early Employment Careers: Search, Layoffs, Quits, and Endogenous Wage Growth," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 100(3), pages 535-60, June.
  34. Hwang, Hae-shin & Mortensen, Dale T & Reed, W Robert, 1998. "Hedonic Wages and Labor Market Search," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 16(4), pages 815-47, October.
  35. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, Econometric Society, vol. 52(2), pages 271-320, March.
  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, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(4), pages 1051-1103, November.
  37. Eckstein, Zvi & van den Berg, Gerard J, 2004. "Empirical Labour Search: A Survey," CEPR Discussion Papers, C.E.P.R. Discussion Papers 4199, C.E.P.R. Discussion Papers.
  38. Berkovec, James & Stern, Steven, 1991. "Job Exit Behavior of Older Men," Econometrica, Econometric Society, Econometric Society, vol. 59(1), pages 189-210, January.
  39. Light, Audrey, 2001. "In-School Work Experience and the Returns to Schooling," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 19(1), pages 65-93, January.
  40. Stephen V. Cameron & James J. Heckman, 1991. "The Nonequivalence of High School Equivalents," NBER Working Papers, National Bureau of Economic Research, Inc 3804, National Bureau of Economic Research, Inc.
  41. Geweke, John, 1988. "Antithetic acceleration of Monte Carlo integration in Bayesian inference," Journal of Econometrics, Elsevier, Elsevier, vol. 38(1-2), pages 73-89.
  42. Miller, Robert A, 1984. "Job Matching and Occupational Choice," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 92(6), pages 1086-120, December.
  43. Ruhm, Christopher J, 1991. "Are Workers Permanently Scarred by Job Displacements?," American Economic Review, American Economic Association, American Economic Association, vol. 81(1), pages 319-24, March.
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Citations

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Cited by:
  1. Keane, Michael P. & Todd, Petra E. & Wolpin, Kenneth I., 2011. "The Structural Estimation of Behavioral Models: Discrete Choice Dynamic Programming Methods and Applications," Handbook of Labor Economics, Elsevier, Elsevier.
  2. Jerome Adda & Christian Dustmann & Costas Meghir & Jean-Marc Robin, 2009. "Career progression and formal versus on-the-job training," IFS Working Papers, Institute for Fiscal Studies W09/06, Institute for Fiscal Studies.
  3. Jonathan James, 2011. "Ability matching and occupational choice," Working Paper, Federal Reserve Bank of Cleveland 1125, Federal Reserve Bank of Cleveland.
  4. Paul Sullivan & Ted To, 2011. "Search and Non-Wage Job Characteristics," Working Papers, U.S. Bureau of Labor Statistics 449, U.S. Bureau of Labor Statistics.
  5. Peter Arcidiacono & Paul B. Ellickson, 2011. "Practical Methods for Estimation of Dynamic Discrete Choice Models," Annual Review of Economics, Annual Reviews, Annual Reviews, vol. 3(1), pages 363-394, 09.
  6. A Aggarwal & R Freguglia & G Johnes & G Spricigo, 2011. "Education and labour market outcomes : evidence from India," Working Papers, Lancaster University Management School, Economics Department 615663, Lancaster University Management School, Economics Department.
  7. Jerome Adda & Christian Dustmann & Costas Meghir & Jean-Marc Robin, 2013. "Career Progression, Economic Downturns, and Skills," NBER Working Papers, National Bureau of Economic Research, Inc 18832, National Bureau of Economic Research, Inc.
  8. Erhan Artuc, 2009. "Intergenerational Effects of Trade Liberalization," 2009 Meeting Papers, Society for Economic Dynamics 870, Society for Economic Dynamics.
  9. Ronni Pavan & Josh Kinsler, 2012. "The Specificity of General Human Capital: Evidence from College Major Choice," 2012 Meeting Papers, Society for Economic Dynamics 1036, Society for Economic Dynamics.
  10. Sullivan, Paul, 2006. "Interpolating Value Functions in Discrete Choice Dynamic Programming Models," MPRA Paper, University Library of Munich, Germany 864, University Library of Munich, Germany.

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