IDEAS home Printed from https://ideas.repec.org/p/crm/wpaper/26201.html

The Dynamics of Educational Attainment, Overeducation, and Wages

Author

Listed:
  • Lorenzo Navarini
  • Dieter Verhaest

Abstract

When individuals enter jobs requiring a lower level of education, their returns to education may be lower. Existing studies analyze this by estimating wage penalties conditional on job match. This paper goes further by introducing a new decomposition that expresses returns using a potential outcome framework, taking into account both overeducation probabilities in the first job and the subsequent associated penalties. We embed this framework in a dynamic model of endogenous educational choices, overeducation, and wages, controlling for unobserved heterogeneity. Using Belgian data, we find that overeducated workers experience a persistent wage penalty. Yet, because the risk of overeducation is also present at intermediate education levels, its impact on average returns is often limited and can even be positive in the case of Bachelor's degree. Finally, we show that overeducation is a major source of heterogeneity in realized returns among Master's graduates.

Suggested Citation

  • Lorenzo Navarini & Dieter Verhaest, 2026. "The Dynamics of Educational Attainment, Overeducation, and Wages," RFBerlin Discussion Paper Series 26201, ROCKWOOL Foundation Berlin (RFBerlin).
  • Handle: RePEc:crm:wpaper:26201
    as

    Download full text from publisher

    File URL: https://www.rfberlin.com/wp-content/uploads/2026/07/26201.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. Regis Barnichon & Yanos Zylberberg, 2019. "Underemployment and the Trickle-Down of Unemployment," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(2), pages 40-78, April.
    3. Allen, Jim & van der Velden, Rolf, 2001. "Educational Mismatches versus Skill Mismatches: Effects on Wages, Job Satisfaction, and On-the-Job Search," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 434-452, July.
    4. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    5. Pietro Garibaldi & Pedro Gomes & Thepthida Sopraseuth, 2025. "Economic consequences of vertical mismatch," Quantitative Economics, Econometric Society, vol. 16(2), pages 535-564, May.
    6. V. Joseph Hotz & Lixin Colin Xu & Marta Tienda & Avner Ahituv, 2002. "Are There Returns To The Wages Of Young Men From Working While In School?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 221-236, May.
    7. V. Joseph Hotz & Robert A. Miller, 1993. "Conditional Choice Probabilities and the Estimation of Dynamic Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 497-529.
    8. Stephen Rubb, 2006. "Educational Mismatches and Earnings: Extensions of Occupational Mobility Theory and Evidence of Human Capital Depreciation," Education Economics, Taylor & Francis Journals, vol. 14(2), pages 135-154.
    9. Belzil, Christian & Poinas, François, 2010. "Education and early career outcomes of second-generation immigrants in France," Labour Economics, Elsevier, vol. 17(1), pages 101-110, January.
    10. Dieter Verhaest & Eddy Omey, 2006. "Measuring the Incidence of Over- and Undereducation," Quality & Quantity: International Journal of Methodology, Springer, vol. 40(5), pages 783-803, October.
    11. 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.
    12. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1055-1089.
    13. Cockx, Bart & Ghirelli, Corinna, 2016. "Scars of recessions in a rigid labor market," Labour Economics, Elsevier, vol. 41(C), pages 162-176.
    14. Jorge Rodríguez & Sergio Urzúa & Loreto Reyes, 2016. "Heterogeneous Economic Returns to Post-Secondary Degrees: Evidence from Chile," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 416-460.
    15. Juan J. Dolado & Marcel Jansen & Juan F. 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, January.
    16. Jared Ashworth & V. Joseph Hotz & Arnaud Maurel & Tyler Ransom, 2021. "Changes across Cohorts in Wage Returns to Schooling and Early Work Experiences," Journal of Labor Economics, University of Chicago Press, vol. 39(4), pages 931-964.
    17. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
    18. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 197-246.
    19. Patrizia Ordine & Giuseppe Rose, 2017. "Too Many Graduates? A Matching Theory of Educational Mismatch," Journal of Human Capital, University of Chicago Press, vol. 11(4), pages 423-446.
    20. Felix Buchel & Antje Mertens, 2004. "Overeducation, undereducation, and the theory of career mobility," Applied Economics, Taylor & Francis Journals, vol. 36(8), pages 803-816.
    21. 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.
    22. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    23. By Stijn Baert & Brecht Neyt & Eddy Omey & Dieter Verhaest, 2022. "Student work during secondary education, educational achievement, and later employment: a dynamic approach," Empirical Economics, Springer, vol. 63(3), pages 1605-1635, September.
    24. Francis Green & Steven McIntosh & Anna Vignoles, 2002. "The Utilization of Education and Skills: Evidence from Britain," Manchester School, University of Manchester, vol. 70(6), pages 792-811, December.
    25. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males," Journal of Political Economy, University of Chicago Press, vol. 106(2), pages 262-333, April.
    26. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    27. Arnaud Chevalier & Joanne Lindley, 2009. "Overeducation and the skills of UK graduates," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(2), pages 307-337, April.
    28. 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.
    29. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    30. Peter Arcidiacono, 2005. "Affirmative Action in Higher Education: How Do Admission and Financial Aid Rules Affect Future Earnings?," Econometrica, Econometric Society, vol. 73(5), pages 1477-1524, September.
    31. Brian Clark & Clément Joubert & Arnaud Maurel, 2017. "The career prospects of overeducated Americans," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-29, December.
    32. Philip Oreopoulos & Kjell G. Salvanes, 2011. "Priceless: The Nonpecuniary Benefits of Schooling," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 159-184, Winter.
    33. Peter Arcidiacono & Robert A. Miller, 2011. "Conditional Choice Probability Estimation of Dynamic Discrete Choice Models With Unobserved Heterogeneity," Econometrica, Econometric Society, vol. 79(6), pages 1823-1867, November.
    34. 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.
    35. Baert, Stijn & Cockx, Bart & Verhaest, Dieter, 2013. "Overeducation at the start of the career: Stepping stone or trap?," Labour Economics, Elsevier, vol. 25(C), pages 123-140.
    36. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "The Nonmarket Benefits of Education and Ability," Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 282-304.
    37. Marco Di Cintio, 2022. "Overeducation and R&D: Theoretical Aspects and Empirical Evidence," Journal of Human Capital, University of Chicago Press, vol. 16(2), pages 183-232.
    38. Roller Christiane & Rulff Christian & Tamminga Michael M., 2020. "It’s a mismatch! Overeducation and career mobility in Germany," German Economic Review, De Gruyter, vol. 21(4), pages 493-514, December.
    39. Rolf van der Velden & Mark Levels & Jim Allen, 2014. "Educational mismatches and skills: New empirical tests of old hypotheses," Investigaciones de Economía de la Educación volume 9, in: Adela García Aracil & Isabel Neira Gómez (ed.), Investigaciones de Economía de la Educación 9, edition 1, volume 9, chapter 34, pages 655-680, Asociación de Economía de la Educación.
    40. Declercq, Koen & Verboven, Frank, 2018. "Enrollment and degree completion in higher education without admission standards," Economics of Education Review, Elsevier, vol. 66(C), pages 223-244.
    41. Olivier De Groote, 2025. "Dynamic Effort Choice in High School: Costs and Benefits of an Academic Track," Journal of Labor Economics, University of Chicago Press, vol. 43(2), pages 467-502.
    42. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts," NBER Working Papers 6385, National Bureau of Economic Research, Inc.
    43. Robst, John, 1995. "College quality and overeducation," Economics of Education Review, Elsevier, vol. 14(3), pages 221-228, September.
    44. Andrew Agopsowicz & Chris Robinson & Ralph Stinebrickner & Todd Stinebrickner, 2020. "Careers and Mismatch for College Graduates: College and Noncollege Jobs," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1194-1221.
    45. Kostas Mavromaras & Seamus McGuinness & Nigel O'Leary & Peter Sloane & Zhang Wei, 2013. "Job Mismatches and Labour Market Outcomes: Panel Evidence on University Graduates," The Economic Record, The Economic Society of Australia, vol. 89(286), pages 382-395, September.
    46. 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.
    47. Bart Cockx & Matteo Picchio & Stijn Baert, 2019. "Modeling the effects of grade retention in high school," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(3), pages 403-424, April.
    48. Francis Green & Golo Henseke, 2016. "Should governments of OECD countries worry about graduate underemployment?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(4), pages 514-537.
    49. Heckman, James J. & Navarro, Salvador, 2007. "Dynamic discrete choice and dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 136(2), pages 341-396, February.
    50. Dieter Verhaest & Elene Bogaert & Jeroen Dereymaeker & Laura Mestdagh & Stijn Baert, 2018. "Do Employers Prefer Overqualified Graduates? A Field Experiment," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(3), pages 361-388, July.
    51. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lorenzo Navarini & Dieter Verhaest, 2024. "Returns to Education and Overeducation Risk: A Dynamic Model," Working Papers of Department of Economics, Leuven 745260, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    2. Inmaculada Garc�a-Mainar & V�ctor M. Montuenga-G�mez, 2017. "Subjective educational mismatch and signalling in Spain," Documentos de Trabajo dt2017-03, Facultad de Ciencias Económicas y Empresariales, Universidad de Zaragoza.
    3. Sellami Sana & Verhaest Dieter & Nonneman Walter & Van Trier Walter, 2017. "The Impact of Educational Mismatches on Wages: The Influence of Measurement Error and Unobserved Heterogeneity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(1), pages 1-20, February.
    4. Léné, Alexandre, 2011. "Occupational downgrading and bumping down: The combined effects of education and experience," Labour Economics, Elsevier, vol. 18(2), pages 257-269, April.
    5. Hanan Morsy & Adamon N. Mukasa, 2019. "Working Paper 326 - Youth Jobs, Skill and Educational Mismatches in Africa," Working Paper Series 2452, African Development Bank.
    6. Baert, Stijn & Cockx, Bart & Verhaest, Dieter, 2013. "Overeducation at the start of the career: Stepping stone or trap?," Labour Economics, Elsevier, vol. 25(C), pages 123-140.
    7. Lorenzo Navarini, 2026. "Changes in Returns to Multidimensional Skills across Cohorts," RFBerlin Discussion Paper Series 26170, ROCKWOOL Foundation Berlin (RFBerlin).
    8. Marco Pecoraro, 2014. "Is There Still a Wage Penalty for Being Overeducated But Well-matched in Skills? A Panel Data Analysis of a Swiss Graduate Cohort," LABOUR, CEIS, vol. 28(3), pages 309-337, September.
    9. 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.
    10. Daniel Erdsiek, 2016. "Overqualification of graduates: assessing the role of family background [Überqualifikation von Hochschulabsolventen: Welche Rolle spielt der familiäre Hintergrund?]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 49(3), pages 253-268, November.
    11. 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.
    12. Morsy, Hanan & Mukasa, Adamon, 2019. "Youth Jobs, Skill and Educational Mismatches in Africa," MPRA Paper 100394, University Library of Munich, Germany.
    13. 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.
    14. Daniela Rohrbach-Schmidt & Michael Tiemann, 2016. "Educational (Mis)match and skill utilization in Germany: Assessing the role of worker and job characteristics [Qualifikatorisches (Mis)matching und die Ausnutzung von fachlichen Kenntnissen und Fähigkeiten von Erwerbstätigen in Deutschland: Zur Be," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 49(2), pages 99-119, October.
    15. Yih‐chyi Chuang & Chia‐Yu Liang, 2022. "Overeducation and skill mismatch of university graduates in Taiwan," Review of Development Economics, Wiley Blackwell, vol. 26(3), pages 1693-1712, August.
    16. Juan Acosta-Ballesteros & María del Pilar Osorno-del Rosal & Olga María Rodríguez-Rodríguez, 2018. "Overeducation of Young Workers in Spain: How Much Does the First Job Matter? Social Indicators Research," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(1), pages 109-139, July.
    17. Brecht Neyt & Dieter Verhaest, 2026. "The Impact of STEM Programmes on Schooling and Early Labour Market Outcomes," De Economist, Springer, vol. 174(1), pages 59-90, March.
    18. Jones, Melanie & Kaya, Ezgi & Nan, Jiarui, 2025. "Overeducation, earnings and job satisfaction among graduates in China," China Economic Review, Elsevier, vol. 93(C).
    19. Chungseo Kang & Sungwoo Hong, 2025. "Educational Mismatch, Skills, and Wage Penalty: Evidence from US Heterogeneous Labor," SAGE Open, , vol. 15(4), pages 21582440251, October.
    20. By Stijn Baert & Brecht Neyt & Eddy Omey & Dieter Verhaest, 2022. "Student work during secondary education, educational achievement, and later employment: a dynamic approach," Empirical Economics, Springer, vol. 63(3), pages 1605-1635, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to 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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:crm:wpaper:26201. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Moritz Lubczyk or Matthew Nibloe (email available below). General contact details of provider: https://edirc.repec.org/data/cmucluk.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.