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The effect of educational mismatch on wages in Europe

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  • Iriondo, Iñaki
  • Pérez-Amaral, Teodosio

Abstract

This paper analyzes the effect of educational mismatch on wages, using a rich panel dataset of workers in the major euro area countries from 2006 to 2009, drawn from the European Union Statistics on Income and Living Conditions (Eurostat). We use a consistent estimator to address the two econometric problems faced by the empirical literature: the omitted variable bias and measurement error. In principle, our fixed effect estimates confirm that overeducated workers suffer a wage penalty of similar magnitude to the return on each year of schooling attained. Interestingly, when we split the sample by age, we find that the wages of people aged under 35 basically depend on the level of education attained, while those of workers aged over 35 depend on job educational requirements. These results are interpreted taking into account the impact of the depreciation of skills on human capital. The main policy implication of the paper is that overeducation constitutes a waste of resources. Therefore public authorities should seek to reduce the negative impact of overeducation on the labor market.

Suggested Citation

  • Iriondo, Iñaki & Pérez-Amaral, Teodosio, 2016. "The effect of educational mismatch on wages in Europe," Journal of Policy Modeling, Elsevier, vol. 38(2), pages 304-323.
    • Handle: RePEc:eee:jpolmo:v:38:y:2016:i:2:p:304-323
    DOI: 10.1016/j.jpolmod.2015.12.008
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    1. 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.
    2. Bauer, Thomas K., 2002. "Educational mismatch and wages: a panel analysis," Economics of Education Review, Elsevier, vol. 21(3), pages 221-229, June.
    3. F Green & Steven McIntosh & Anna Vignoles, 1999. "Overeducation and Skills - Clarifying the Concepts," CEP Discussion Papers dp0435, Centre for Economic Performance, LSE.
    4. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    5. Kiker, B. F. & Santos, Maria C. & de Oliveira, M. Mendes, 1997. "Overeducation and undereducation: Evidence for Portugal," Economics of Education Review, Elsevier, vol. 16(2), pages 111-125, April.
    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. Dieter Verhaest & Eddy Omey, 2012. "Overeducation, Undereducation and Earnings: Further Evidence on the Importance of Ability and Measurement Error Bias," Journal of Labor Research, Springer, vol. 33(1), pages 76-90, March.
    8. Dolton, Peter J. & Silles, Mary A., 2008. "The effects of over-education on earnings in the graduate labour market," Economics of Education Review, Elsevier, vol. 27(2), pages 125-139, April.
    9. Andries de Grip & Hans Bosma & Dick Willems & Martin van Boxtel, 2008. "Job-worker mismatch and cognitive decline," Oxford Economic Papers, Oxford University Press, vol. 60(2), pages 237-253, April.
    10. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    11. Glenda Quintini, 2011. "Over-Qualified or Under-Skilled: A Review of Existing Literature," OECD Social, Employment and Migration Working Papers 121, OECD Publishing.
    12. repec:bla:econom:v:70:y:2003:i:279:p:509-531 is not listed on IDEAS
    13. Korpi, Tomas & Tåhlin, Michael, 2009. "Educational mismatch, wages, and wage growth: Overeducation in Sweden, 1974-2000," Labour Economics, Elsevier, vol. 16(2), pages 183-193, April.
    14. 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.
    15. Tsai, Yuping, 2010. "Returns to overeducation: A longitudinal analysis of the U.S. labor market," Economics of Education Review, Elsevier, vol. 29(4), pages 606-617, August.
    16. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    17. John Robst, 1994. "Measurement error and the returns to excess schooling," Applied Economics Letters, Taylor & Francis Journals, vol. 1(9), pages 142-144.
    18. Leuven, Edwin & Oosterbeek, Hessel, 2011. "Overeducation and Mismatch in the Labor Market," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 283-326, Elsevier.
    19. Frenette, Marc, 2004. "The overqualified Canadian graduate: the role of the academic program in the incidence, persistence, and economic returns to overqualification," Economics of Education Review, Elsevier, vol. 23(1), pages 29-45, February.
    20. Francis Green & Steven McIntosh, 2007. "Is there a genuine under-utilization of skills amongst the over-qualified?," Applied Economics, Taylor & Francis Journals, vol. 39(4), pages 427-439.
    21. Murillo, Inés P. & Rahona-López, Marta & Salinas-Jiménez, Maria del Mar, 2012. "Effects of educational mismatch on private returns to education: An analysis of the Spanish case (1995–2006)," Journal of Policy Modeling, Elsevier, vol. 34(5), pages 646-659.
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    Cited by:

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    2. Sandra Nieto & Raul Ramos, 2017. "Overeducation, Skills and Wage Penalty: Evidence for Spain Using PIAAC Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(1), pages 219-236, October.
    3. Joaquin Turmo-Garuz & M.-Teresa Bartual-Figueras & Francisco-Javier Sierra-Martinez, 2019. "Factors Associated with Overeducation Among Recent Graduates During Labour Market Integration: The Case of Catalonia (Spain)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(3), pages 1273-1301, August.
    4. Mateos Romero, Lucía & Murillo Huertas, Inés P. & Salinas Jiménez, Mª del Mar, 2017. "Wage effects of cognitive skills and educational mismatch in Europe," Journal of Policy Modeling, Elsevier, vol. 39(5), pages 909-927.
    5. Balzhan Serikbayeva & Kanat Abdulla, 2022. "Education-Job Mismatch: Implications for Individual Earnings and Aggregate Output," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(2), pages 723-752, September.
    6. Mariia Vasiakina & Silvana Robone, 2018. "Education-job mismatch as a determinant of health: evidence from the Russian Federation," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 72(4), pages 101-111, October-D.
    7. Berhe Mekonnen Beyene and & Tsegay Gebrekidan Tekleselassie, 2018. "The State, Determinants, and Consequences of Skills Mismatch in the Ethiopian Labour Market," Working Papers 021, Policy Studies Institute.
    8. Wen, Le & Maani, Sholeh A., 2023. "Earnings Penalty of Educational Mismatch: A Comparison of Alternative Methods of Assessing Over-Education," IZA Discussion Papers 15943, Institute of Labor Economics (IZA).
    9. Chung‐Khain WYE & Rahmah ISMAIL, 2019. "The effects of ability on returns to over‐ and under‐education: Evidence from Malaysia," International Labour Review, International Labour Organization, vol. 158(3), pages 535-559, September.
    10. Marina Marfil-Cotilla & Juan A. Campos-Soria & Alejandro García-Pozo, 2024. "The gender wage gap across the wage distribution: Evidence in tourism at the sectoral level," Tourism Economics, , vol. 30(4), pages 996-1020, June.
    11. Laszlo Gadar & Janos Abonyi, 2018. "Graph configuration model based evaluation of the education-occupation match," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-19, March.
    12. Garcia-Mainar, Inmaculada & Montuenga, Victor M., 2019. "The signalling role of over-education and qualifications mismatch," Journal of Policy Modeling, Elsevier, vol. 41(1), pages 99-119.
    13. Inés P. Murillo Huertas & José L. Raymond, 2024. "Education, educational mismatch and occupational status: an analysis using PIAAC data," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 41(3), pages 717-738, October.

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    More about this item

    Keywords

    Overeducation; Educational mismatch; Wages; Ability bias; Panel data;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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