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Overeducation and wages: the role of cognitive skills and personality traits

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  • Marta Palczyñska

Abstract

This article investigates the role of personality traits and cognitive skills as potential determinants of overeducation and in explaining overeducation wage penalty. Using a representative survey of the Polish working-age population, with well-established measures of cognitive skills and personality traits, I find that accounting for personality and cognitive skills does not change the size and the statistical significance of overeducation wage penalty estimates. My results also demonstrate that personality is one of the contributors to the risk of being overeducated among workers aged 18 to 29 but not among people aged 30 to 68. Among younger workers agreeable individuals are more likely to be overeducated while conscientious ones are less likely. Moreover, lower cognitive skills are associated with the probability of being overeducated.

Suggested Citation

  • Marta Palczyñska, 2020. "Overeducation and wages: the role of cognitive skills and personality traits," IBS Working Papers 03/2020, Instytut Badan Strukturalnych.
  • Handle: RePEc:ibt:wpaper:wp032020
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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. 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.
    3. Marco Caliendo & Deborah A. Cobb-Clark & Arne Uhlendorff, 2015. "Locus of Control and Job Search Strategies," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 88-103, March.
    4. Bauer, Thomas K., 2002. "Educational mismatch and wages: a panel analysis," Economics of Education Review, Elsevier, vol. 21(3), pages 221-229, June.
    5. 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.
    6. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    7. 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.
    8. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    9. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    10. Tim Kautz & James J. Heckman & Ron Diris & Bas ter Weel & Lex Borghans, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-cognitive Skills to Promote Lifetime Success," OECD Education Working Papers 110, OECD Publishing.
    11. 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.
    12. Kiersztyn, Anna, 2013. "Stuck in a mismatch? The persistence of overeducation during twenty years of the post-communist transition in Poland," Economics of Education Review, Elsevier, vol. 32(C), pages 78-91.
    13. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    14. 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.
    15. Rubb, S., 2003. "Overeducation in the labor market: a comment and re-analysis of a meta-analysis," Economics of Education Review, Elsevier, vol. 22(6), pages 621-629, December.
    16. 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.
    17. 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.
    18. Sicherman, Nachum & Galor, Oded, 1990. "A Theory of Career Mobility," Journal of Political Economy, University of Chicago Press, vol. 98(1), pages 169-192, February.
    19. 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.
    20. 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.
    21. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," 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 1-181, Elsevier.
    22. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2017. "Unobservable, but unimportant? The relevance of usually unobserved variables for the evaluation of labor market policies," Labour Economics, Elsevier, vol. 46(C), pages 14-25.
    23. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-990, October.
    24. Gary S. Becker, 1964. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, First Edition," NBER Books, National Bureau of Economic Research, Inc, number beck-5, January-J.
    25. Francis Green & Yu Zhu, 2010. "Overqualification, job dissatisfaction, and increasing dispersion in the returns to graduate education," Oxford Economic Papers, Oxford University Press, vol. 62(4), pages 740-763, October.
    26. Cohn, Elchanan & Khan, Shahina P., 1995. "The wage effects of overschooling revisited," Labour Economics, Elsevier, vol. 2(1), pages 67-76, March.
    27. Seamus McGuinness & Adele Bergin & Adele Whelan, 2018. "Overeducation in Europe: trends, convergence, and drivers," Oxford Economic Papers, Oxford University Press, vol. 70(4), pages 994-1015.
    28. Tsang, Eric W. K., 2014. "Old and New," Management and Organization Review, Cambridge University Press, vol. 10(03), pages 390-390, November.
    29. Leszek Wincenciak, 2016. "Educational mismatches and earnings in Poland: are graduates penalised for being overeducated?," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 46.
    30. Dieter Verhaest & Eddy Omey, 2006. "The Impact of Overeducation and its Measurement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 77(3), pages 419-448, July.
    31. Floro Ernesto Caroleo & Francesco Pastore, 2018. "Overeducation at a Glance. Determinants and Wage Effects of the Educational Mismatch Based on AlmaLaurea Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(3), pages 999-1032, June.
    32. 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.
    33. Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-880, June.
    34. Chiswick, Barry R. & Miller, Paul W., 2010. "Does the choice of reference levels of education matter in the ORU earnings equation?," Economics of Education Review, Elsevier, vol. 29(6), pages 1076-1085, December.
    35. Jan Kleibrink, 2016. "Inept or Badly Matched? — Effects of Educational Mismatch in the Labor Market," LABOUR, CEIS, vol. 30(1), pages 88-108, March.
    36. Erik Lindqvist & Roine Vestman, 2011. "The Labor Market Returns to Cognitive and Noncognitive Ability: Evidence from the Swedish Enlistment," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 101-128, January.
    37. 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.
    38. Kitae Sohn, 2010. "The Role of Cognitive and Noncognitive Skills in Overeducation," Journal of Labor Research, Springer, vol. 31(2), pages 124-145, June.
    39. Caliendo, Marco & Cobb-Clark, Deborah A. & Hennecke, Juliane & Uhlendorff, Arne, 2019. "Locus of control and internal migration," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    40. Guillermo Montt, 2017. "Field-of-study mismatch and overqualification: labour market correlates and their wage penalty," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-20, December.
    41. Groot, Wim & Maassen van den Brink, Henriette, 2000. "Overeducation in the labor market: a meta-analysis," Economics of Education Review, Elsevier, vol. 19(2), pages 149-158, April.
    42. 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.
    43. Meroni, Elena Claudia & Vera-Toscano, Esperanza, 2017. "The persistence of overeducation among recent graduates," Labour Economics, Elsevier, vol. 48(C), pages 120-143.
    44. Baran Jan, 2018. "A side effect of a university boom: rising incidence of overeducation among tertiary educated workers in Poland," Economics and Business Review, Sciendo, vol. 4(2), pages 41-63, June.
    45. Andrew D. McGee, 2015. "How the Perception of Control Influences Unemployed Job Search," ILR Review, Cornell University, ILR School, vol. 68(1), pages 184-211, January.
    46. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2014. "Unobservable, but Unimportant? The Influence of Personality Traits (and Other Usually Unobserved Variables) for the Evaluation of Labor Market Policies," IZA Discussion Papers 8337, Institute of Labor Economics (IZA).
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    More about this item

    Keywords

    overeducation; educational mismatch; wages; personality traits; cognitive skills; numeracy;
    All these keywords.

    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • 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

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