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Formal education, mismatch and wages after transition: Assessing the impact of unobserved heterogeneity using matching estimators

  • Lamo, Ana
  • Messina, Julián

This paper studies the incidence and consequences of the mismatch between formal education and the educational requirements of jobs in Estonia during the years 1997-2003. We find large wage penalties associated with the phenomenon of educational mismatch. Moreover, the incidence and wage penalty of mismatches increase with age. This suggests that structural educational mismatches can occur after fast transition periods. Our results are robust for various methodologies, and more importantly regarding departures from the exogeneity assumptions inherent in the matching estimators used in our analysis.

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Article provided by Elsevier in its journal Economics of Education Review.

Volume (Year): 29 (2010)
Issue (Month): 6 (December)
Pages: 1086-1099

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Handle: RePEc:eee:ecoedu:v:29:y:2010:i:6:p:1086-1099
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  1. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
  2. Andrea Ichino & Fabrizia Mealli & Tommaso Nannicini, 2008. "From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 305-327.
  3. Manski, Charles F, 1990. "Nonparametric Bounds on Treatment Effects," American Economic Review, American Economic Association, vol. 80(2), pages 319-23, May.
  4. James Albrecht & Susan Vroman, 2000. "A Matching Model with Endogenous Skill Requirements," Econometric Society World Congress 2000 Contributed Papers 0774, Econometric Society.
  5. Lamo, Ana & Messina, Julián & Wasmer, Etienne, 2006. "Are specific skills an obstacle to labor market adjustment? Theory and an application to the EU enlargement," Working Paper Series 0585, European Central Bank.
  6. Richard R. Verdugo & Naomi Turner Verdugo, 1989. "The Impact of Surplus Schooling on Earnings: Some Additional Findings," Journal of Human Resources, University of Wisconsin Press, vol. 24(4), pages 629-643.
  7. Haltiwanger, John C. & Vodopivec, Milan, 1999. "Gross worker and job flows in a transition economy : an analysis of Estonia," Policy Research Working Paper Series 2082, The World Bank.
  8. Ana I Moro-Egido & Santiago Budría, . "Overeducation and Wages in Europe: Evidence from Quantile Regression," Studies on the Spanish Economy 229, FEDEA.
  9. McGuinness, Seamus & Sloane, Peter J., 2009. "Labour Market Mismatch Among UK Graduates: An Analysis Using REFLEX Data," IZA Discussion Papers 4168, Institute for the Study of Labor (IZA).
  10. JuanJ. Dolado & Marcel Jansen & JuanF. Jimeno, 2009. "On-the-Job Search in a Matching Model with Heterogeneous Jobs and Workers," Economic Journal, Royal Economic Society, vol. 119(534), pages 200-228, 01.
  11. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-90, October.
  12. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, 07.
  13. Oded Galor & Nachum Sicherman, 1988. "A Theory of Career Mobility," University of Chicago - George G. Stigler Center for Study of Economy and State 51, Chicago - Center for Study of Economy and State.
  14. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, 01.
  15. Francesco Caselli & Silvana Tenreyro, 2005. "Is Poland the Next Spain?," NBER Working Papers 11045, National Bureau of Economic Research, Inc.
  16. Nachum Sicherman, 1987. "Over-Education in the Labor Market," University of Chicago - George G. Stigler Center for Study of Economy and State 48, Chicago - Center for Study of Economy and State.
  17. Duncan, Greg J. & Hoffman, Saul D., 1981. "The incidence and wage effects of overeducation," Economics of Education Review, Elsevier, vol. 1(1), pages 75-86, February.
  18. Groeneveld, Sandra & Hartog, Joop, 2003. "Overeducation, Wages and Promotions within the Firm," IZA Discussion Papers 883, Institute for the Study of Labor (IZA).
  19. McGuinness, Seamus & Bennett, Jessica, 2007. "Overeducation in the graduate labour market: A quantile regression approach," Economics of Education Review, Elsevier, vol. 26(5), pages 521-531, October.
  20. Kostas Mavromaras & Seamus McGuinness & Yin King Fok, 2007. "Assessing the Incidence and Wage Effects of Over-skilling in the Australian Labour Market," Melbourne Institute Working Paper Series wp2007n32, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  21. Hartog, Joop, 1980. "Earnings and Capability Requirements," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 230-40, May.
  22. Alfonso Alba-Ramírez, 1993. "Mismatch in the Spanish Labor Market: Overeducation?," Journal of Human Resources, University of Wisconsin Press, vol. 28(2), pages 259-278.
  23. Bauer, Thomas K., 2002. "Educational mismatch and wages: a panel analysis," Economics of Education Review, Elsevier, vol. 21(3), pages 221-229, June.
  24. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-63, July.
  25. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, Oxford University Press, vol. 87(3), pages 355-374.
  26. Hartog, Joop, 2000. "Over-education and earnings: where are we, where should we go?," Economics of Education Review, Elsevier, vol. 19(2), pages 131-147, April.
  27. Seamus McGuinness, 2007. "How biased are the estimated wage impacts of overeducation? A propensity score matching approach," Applied Economics Letters, Taylor & Francis Journals, vol. 15(2), pages 145-149.
  28. S. Mcguinness, 2003. "Graduate overeducation as a sheepskin effect: evidence from Northern Ireland," Applied Economics, Taylor & Francis Journals, vol. 35(5), pages 597-608.
  29. P. J. Sloane & H. Battu & P. T. Seaman, 1999. "Overeducation, undereducation and the British labour market," Applied Economics, Taylor & Francis Journals, vol. 31(11), pages 1437-1453.
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