IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp8885.html
   My bibliography  Save this paper

Educational Mismatch and Firm Productivity: Do Skills, Technology and Uncertainty Matter?

Author

Listed:
  • Mahy, Benoît

    (University of Mons)

  • Rycx, François

    (Free University of Brussels)

  • Vermeylen, Guillaume

    (University of Mons)

Abstract

The authors provide first evidence on whether the direct relationship between educational mismatch and firm productivity varies across working environments. Using detailed Belgian linked employer-employee panel data for 1999-2010, they find the existence of a significant, positive (negative) impact of over- (under-)education on firm productivity. Moreover, their results show that the effect of over-education on productivity is stronger among firms: (i) with a higher share of high-skilled jobs, (ii) belonging to high-tech/knowledge-intensive industries, and (iii) evolving in a more uncertain economic environment. Interaction effects between under-education and working environments are less clear-cut. However, economic uncertainty is systematically found to accentuate the detrimental effect of under-education on productivity.

Suggested Citation

  • Mahy, Benoît & Rycx, François & Vermeylen, Guillaume, 2015. "Educational Mismatch and Firm Productivity: Do Skills, Technology and Uncertainty Matter?," IZA Discussion Papers 8885, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp8885
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp8885.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lazear, Edward P & Rosen, Sherwin, 1981. "Rank-Order Tournaments as Optimum Labor Contracts," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 841-864, October.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. Kampelmann, Stephan & Rycx, François, 2012. "The impact of educational mismatch on firm productivity: Evidence from linked panel data," Economics of Education Review, Elsevier, vol. 31(6), pages 918-931.
    4. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    5. Andrew Weiss, 1995. "Human Capital vs. Signalling Explanations of Wages," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 133-154, Fall.
    6. David G. Blanchflower & Alex Bryson, 2010. "The Wage Impact of Trade Unions in the UK Public and Private Sectors," Economica, London School of Economics and Political Science, vol. 77(305), pages 92-109, January.
    7. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    8. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    9. 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.
    10. 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.
    11. 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.
    12. Sicherman, Nachum, 1991. ""Overeducation" in the Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 9(2), pages 101-122, April.
    13. Charles Brown, 1990. "Firms' Choice of Method of Pay," ILR Review, Cornell University, ILR School, vol. 43(3), pages 165-1-182-, April.
    14. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    15. Hersch, Joni, 1991. "Education Match and Job Match," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 140-144, February.
    16. Benoît Mahy & François Rycx & Mélanie Volral, 2011. "Wage Dispersion and Firm Productivity in Different Working Environments," British Journal of Industrial Relations, London School of Economics, vol. 49(3), pages 460-485, September.
    17. 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.
    18. Guido Bulmahn & Matthias Kräkel, 2002. "Overeducated Workers as an Insurance Device," LABOUR, CEIS, vol. 16(2), pages 383-402, June.
    19. Sattinger, Michael & Hartog, Joop, 2013. "Nash bargaining and the wage consequences of educational mismatches," Labour Economics, Elsevier, vol. 23(C), pages 50-56.
    20. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    21. Pekka Ilmakunnas & Seija Ilmakunnas, 2011. "Diversity at the Workplace: Whom Does it Benefit?," De Economist, Springer, vol. 159(2), pages 223-255, June.
    22. Bartel, Ann P & Sicherman, Nachum, 1998. "Technological Change and the Skill Acquisition of Young Workers," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 718-755, October.
    23. 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.
    24. van der Meer, Peter H., 2006. "The validity of two education requirement measures," Economics of Education Review, Elsevier, vol. 25(2), pages 211-219, April.
    25. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    26. Tsang, Mun Chiu, 1987. "The impact of underutilization of education on productivity: A case study of the U.S. Bell companies," Economics of Education Review, Elsevier, vol. 6(3), pages 239-254, June.
    27. Dirk Krueger & Krishna B. Kumar, 2004. "Skill-Specific rather than General Education: A Reason for US--Europe Growth Differences?," Journal of Economic Growth, Springer, vol. 9(2), pages 167-207, June.
    28. 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.
    29. 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.
    30. Kostas Mavromaras & Seamus Mcguinness & Nigel O'Leary & Peter Sloane & Yi King Fok, 2010. "The Problem Of Overskilling In Australia And Britain," Manchester School, University of Manchester, vol. 78(3), pages 219-241, June.
    31. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    32. Amil Petrin & Brian P. Poi & James Levinsohn, 2004. "Production function estimation in Stata using inputs to control for unobservables," Stata Journal, StataCorp LP, vol. 4(2), pages 113-123, June.
    33. Mavromaras, Kostas & McGuinness, Seamus, 2012. "Overskilling dynamics and education pathways," Economics of Education Review, Elsevier, vol. 31(5), pages 619-628.
    34. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    35. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    36. Russell W. Rumberger, 1987. "The Impact of Surplus Schooling on Productivity and Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 22(1), pages 24-50.
    37. Verhaest, Dieter & Omey, Eddy, 2009. "Objective over-education and worker well-being: A shadow price approach," Journal of Economic Psychology, Elsevier, vol. 30(3), pages 469-481, June.
    38. Caplan, Bryan, 2003. "Stigler-Becker versus Myers-Briggs: why preference-based explanations are scientifically meaningful and empirically important," Journal of Economic Behavior & Organization, Elsevier, vol. 50(4), pages 391-405, April.
    39. Sattinger, Michael, 2012. "Qualitative Mismatches," Foundations and Trends(R) in Microeconomics, now publishers, vol. 8(1–2), pages 1-168, December.
    40. Lazear, Edward P, 1989. "Pay Equality and Industrial Politics," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 561-580, June.
    41. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    42. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    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. Kampelmann, Stephan & Rycx, François, 2012. "The impact of educational mismatch on firm productivity: Evidence from linked panel data," Economics of Education Review, Elsevier, vol. 31(6), pages 918-931.
    2. Kampelmann, Stephan & Mahy, Benoît & Rycx, François & Vermeylen, Guillaume, 2016. "Who Is Your Perfect Match? Educational Norms, Educational Mismatch and Firm Profitability," IZA Discussion Papers 10399, Institute of Labor Economics (IZA).
    3. R. Giuliano & B. Mahy & F. Rycx & G. Vermeylen, 2017. "Does corporate social responsibility make over-educated workers more productive?," Applied Economics, Taylor & Francis Journals, vol. 49(6), pages 587-605, February.
    4. François Rycx & Yves Saks & Ilan Tojerow, 2015. "Does Education Raise Productivity and Wages Equally? The Moderating Roles of Age, Gender and Industry," Working Paper Research 281, National Bank of Belgium.
    5. Philipp Grunau, 2016. "The impact of overeducated and undereducated workers on establishment-level productivity," International Journal of Manpower, Emerald Group Publishing Limited, vol. 37(2), pages 372-392, May.
    6. Fanti, Lucrezia & Guarascio, Dario & Tubiana, Matteo, 2019. "Skill Gap, Mismatch, and the Dynamics of Italian Companies’ Productivity," MPRA Paper 95694, University Library of Munich, Germany.
    7. Baktash, Mehrzad B., 2023. "Overeducation, Performance Pay and Wages: Evidence from Germany," GLO Discussion Paper Series 1327, Global Labor Organization (GLO).
    8. Ferreira Sequeda, Maria & Künn, Annemarie & de Grip, Andries, 2016. "Work-related learning and skill development in Europe: Does initial skill mismatch matter?," Research Memorandum 027, Maastricht University, Graduate School of Business and Economics (GSBE).
    9. Luca Cattani & Giovanni Guidetti & Giulio Pedrini, 2018. "Overeducation among Italian graduates: do different measures diverge?," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 491-521, August.
    10. Barbara Ermini & Luca Papi & Francesca Scaturro, 2017. "An Analysis of the Determinants of Over-Education Among Italian Ph.D Graduates," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 3(2), pages 167-207, July.
    11. 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.
    12. Mariya Neycheva & Ivan Neychev, 2020. "Overeducation and Economic Growth: Theoretical Background and Empirical Findings for the Region of Central and Eastern Europe," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 5, pages 124-142.
    13. Benoît Mahy & François Rycx & Guillaume Vermeylen & Mélanie Volral, 2018. "Productivity, wages and profits: Does firms’ position in the value chain matter?," Working Paper Research 358, National Bank of Belgium.
    14. Seamus McGuinness & Konstantinos Pouliakas & Paul Redmond, 2018. "Skills Mismatch: Concepts, Measurement And Policy Approaches," Journal of Economic Surveys, Wiley Blackwell, vol. 32(4), pages 985-1015, September.
    15. Stephan Kampelmann & François Rycx & Yves Saks & Ilan Tojerow, 2018. "Does education raise productivity and wages equally? The moderating role of age and gender," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-37, December.
    16. 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.
    17. L. Cattani & G. Guidetti & G. Pedrini, 2014. "Assessing the incidence and wage effects of overeducation among Italian graduates using a new measure for educational requirements," Working Papers wp939, Dipartimento Scienze Economiche, Universita' di Bologna.
    18. 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.
    19. Sara Flisi & Valentina Goglio & Elena Claudia Meroni & Margarida Rodrigues & Esperanza Vera-Toscano, 2017. "Measuring Occupational Mismatch: Overeducation and Overskill in Europe—Evidence from PIAAC," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(3), pages 1211-1249, April.
    20. Andrea Garnero & Stephan Kampelmann & François Rycx, 2014. "The Heterogeneous Effects of Workforce Diversity on Productivity, Wages, and Profits," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(3), pages 430-477, July.

    More about this item

    Keywords

    educational mismatch; productivity; linked employer-employee panel data; working environments;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    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:iza:izadps:dp8885. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.