IDEAS home Printed from
MyIDEAS: Login to save this paper or follow this series

Formal Education, Mismatch and Wages after Transition: Assessing the Impact of Unobserved Heterogeneity Using Matching Estimators

  • Lamo, Ana


    (European Central Bank)

  • Messina, Julián


    (World Bank)

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.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL:
Download Restriction: no

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 4982.

in new window

Length: 37 pages
Date of creation: May 2010
Date of revision:
Publication status: published in: Economics of Education Review, 2010, 29 (6), 1089-1099
Handle: RePEc:iza:izadps:dp4982
Contact details of provider: Postal: IZA, P.O. Box 7240, D-53072 Bonn, Germany
Phone: +49 228 3894 223
Fax: +49 228 3894 180
Web page:

Order Information: Postal: IZA, Margard Ody, P.O. Box 7240, D-53072 Bonn, Germany

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. James Albrecht & Susan Vroman, 2002. "A Matching Model with Endogenous Skill Requirements," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 283-305, February.
  2. Manski, Charles F, 1990. "Nonparametric Bounds on Treatment Effects," American Economic Review, American Economic Association, vol. 80(2), pages 319-23, May.
  3. Caselli, Francesco & Tenreyro, Silvana, 2005. "Is Poland the Next Spain?," CEPR Discussion Papers 4877, C.E.P.R. Discussion Papers.
  4. Dolado, Juan J. & Jansen, Marcel & Jimeno, Juan F, 2003. "On-the-Job Search in a Matching Model with Heterogeneous Jobs and Workers," CEPR Discussion Papers 4094, C.E.P.R. Discussion Papers.
  5. Ana Lamo & Julian Messina & Etienne Wasmer, 2006. "Are Specific Skills an Obstacle to Labor Market Adjustment? Theory and an Application to the EU Enlargement," Sciences Po publications 585, Sciences Po.
  6. 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.
  7. Kostas Mavromaras & Seamus Mcguinness & Yin King Fok, 2009. "Assessing the Incidence and Wage Effects of Overskilling in the Australian Labour Market," The Economic Record, The Economic Society of Australia, vol. 85(268), pages 60-72, 03.
  8. Groeneveld, Sandra & Hartog, Joop, 2004. "Overeducation, wages and promotions within the firm," Labour Economics, Elsevier, vol. 11(6), pages 701-714, December.
  9. 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.
  10. 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.
  11. Bauer, Thomas K., 2002. "Educational mismatch and wages: a panel analysis," Economics of Education Review, Elsevier, vol. 21(3), pages 221-229, June.
  12. Robert J. Barro & Jong-Wha Lee, 2000. "International Data on Educational Attainment: Updates and Implications," CID Working Papers 42, Center for International Development at Harvard University.
  13. Seamus McGuinness & Peter J. Sloane, 2009. "Labour Market Mismatch Among UK Graduates; An Analysis Using REFLEX Data," Papers WP294, Economic and Social Research Institute (ESRI).
  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. 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.
  16. Ana I Moro-Egido & Santiago Budría, . "Overeducation and Wages in Europe: Evidence from Quantile Regression," Studies on the Spanish Economy 229, FEDEA.
  17. 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.
  18. 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.
  19. 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.
  20. S. Mcguinness, 2003. "Graduate overeducation as a sheepskin effect: evidence from Northern Ireland," Applied Economics, Taylor & Francis Journals, vol. 35(5), pages 597-608.
  21. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, 07.
  22. Spence, A Michael, 1973. "Job Market Signaling," The Quarterly Journal of Economics, MIT Press, vol. 87(3), pages 355-74, August.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. Hartog, Joop, 1980. "Earnings and Capability Requirements," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 230-40, May.
  28. 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.
  29. Haltiwanger, John C. & Vodopivec, Milan, 2002. "Gross worker and job flows in a transition economy: an analysis of Estonia," Labour Economics, Elsevier, vol. 9(5), pages 601-630, November.
  30. McGuinness, Seamus & Sloane, Peter J., 2011. "Labour market mismatch among UK graduates: An analysis using REFLEX data," Economics of Education Review, Elsevier, vol. 30(1), pages 130-145, February.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp4982. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Mark Fallak)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.