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How biased are the estimated wage impacts of overeducation? A propensity score matching approach

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  • Seamus McGuinness

Abstract

This article uses Propensity Score Matching (PSM) techniques to assess the extent to which the costs of overeducation are likely to have been over-estimated as a result of unobserved skill heterogeneity in studies adopting the standard ordinary least squares (OLS) wage equation framework. It was found that the PSM estimates were very much in line with those generated by OLS, suggesting that the overeducation phenomenon is likely to be imposing real and significant wage and productivity costs on individuals and the economy more generally and therefore cannot be dismissed as merely arising as a result of an omitted variables problem.

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  • 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.
    • Handle: RePEc:taf:apeclt:v:15:y:2007:i:2:p:145-149
    DOI: 10.1080/13504850600721999
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    Cited by:

    1. Nader Habibi & GholamReza Keshavarz Haddad, 2016. "Why the Youth Are so Eager for Academic Education? Evidence from Iran's Labor Market," Working Papers 105, Brandeis University, Department of Economics and International Businesss School.
    2. Eleni Kalfa & Matloob Piracha, 2017. "Immigrants’ educational mismatch and the penalty of over-education," Education Economics, Taylor & Francis Journals, vol. 25(5), pages 462-481, September.
    3. Tomas Korpi & Michael Tåhlin, 2021. "On‐the‐job training: a skill match approach to the determinants of lifelong learning," Industrial Relations Journal, Wiley Blackwell, vol. 52(1), pages 64-81, January.
    4. Nuria S�nchez-S�nchez & Seamus McGuinness, 2015. "Decomposing the impacts of overeducation and overskilling on earnings and job satisfaction: an analysis using REFLEX data," Education Economics, Taylor & Francis Journals, vol. 23(4), pages 419-432, August.
    5. 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, March.
    6. Giuseppe Lucio Gaeta & Giuseppe Lubrano Lavadera & Francesco Pastore, 2016. "Much ado about nothing? The wage penalty of holding a Ph.D. degree but not a Ph.D. job position," Discussion Papers 7_2016, CRISEI, University of Naples "Parthenope", Italy.
    7. Hong-kyun Kim & Seung-jun Park, 2016. "Do Skill Mismatches Create a Wage Penalty? Alternative Estimates for Korea," Asian Economic Journal, East Asian Economic Association, vol. 30(3), pages 295-316, September.
    8. Lamo, Ana & Messina, Julián, 2010. "Formal education, mismatch and wages after transition: Assessing the impact of unobserved heterogeneity using matching estimators," Economics of Education Review, Elsevier, vol. 29(6), pages 1086-1099, December.
    9. Aydede, Yigit & Dar, Atul A., 2015. "The Cost of Vertical Mismatch in Canadian Labour Markets: How Big is It?," CLSSRN working papers clsrn_admin-2015-13, Vancouver School of Economics, revised 07 Jul 2015.
    10. Seamus McGuinness & Delma Byrne, 2015. "Born abroad and educated here: examining the impacts of education and skill mismatch among immigrant graduates in Europe," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-30, December.
    11. Orbay, Benan & Aydede, Yigit, 2015. "Educational mismatch and the cost of underutilization in Turkish labour markets," MPRA Paper 65713, University Library of Munich, Germany.

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