IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

The Impact of Educational Mismatch on Firm Productivity: Evidence from Linked Panel Data

  • Stephan Kampelmann
  • François Rycx

We provide first evidence regarding the direct impact of educational mismatch on firm productivity. To do so, we rely on representative linked employer-employee panel data for Belgium covering the period 1999-2006. Controlling for simultaneity issues, time-invariant unobserved workplace characteristics, cohort effects and dynamics in the adjustment process of productivity, we find that: i) a higher level of required education exerts a significantly positive influence on firm productivity, ii) additional years of over-education (both among young and older workers) are beneficial for firm productivity, and iii) additional years of under-education (among young workers) are detrimental for firm productivity.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: https://dipot.ulb.ac.be/dspace/bitstream/2013/135592/1/wp12038.pdf
Download Restriction: no

Paper provided by ULB -- Universite Libre de Bruxelles in its series Working Papers CEB with number 12-038.

as
in new window

Length: 33 p.
Date of creation: 19 Dec 2012
Date of revision:
Publication status: Published by:
Handle: RePEc:sol:wpaper:2013/135592
Contact details of provider: Postal: CP114/03, 42 avenue F.D. Roosevelt, 1050 Bruxelles
Phone: +32 (0)2 650.48.64
Fax: +32 (0)2 650.41.88
Web page: http://difusion.ulb.ac.beEmail:


More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Steve Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  2. Lamo, Ana & Messina, Julián, 2010. "Formal Education, Mismatch and Wages after Transition: Assessing the Impact of Unobserved Heterogeneity Using Matching Estimators," IZA Discussion Papers 4982, Institute for the Study of Labor (IZA).
  3. S. Mcguinness, 2003. "Graduate overeducation as a sheepskin effect: evidence from Northern Ireland," Applied Economics, Taylor & Francis Journals, vol. 35(5), pages 597-608.
  4. 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.
  5. Seamus McGuinness & Peter J. Sloane, 2009. "Labour Market Mismatch Among UK Graduates; An Analysis Using REFLEX Data," Papers WP294, Economic and Social Research Institute (ESRI).
  6. Rusinek, Michael & Rycx, Francois, 2008. "Rent-Sharing under Different Bargaining Regimes: Evidence from Linked Employer-Employee Data," IZA Discussion Papers 3406, Institute for the Study of Labor (IZA).
  7. Göbel, Christian & Zwick, Thomas, 2011. "Age and productivity: Sector differences?," ZEW Discussion Papers 11-058, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  8. Edward P. Lazear & Sherwin Rosen, 1979. "Rank-Order Tournaments as Optimum Labor Contracts," NBER Working Papers 0401, National Bureau of Economic Research, Inc.
  9. Arnaud Chevalier, 2003. "Measuring Over-education," Economica, London School of Economics and Political Science, vol. 70(279), pages 509-531, 08.
  10. Benoît Mahy & François Rycx & Mélanie Volral, 2011. "Does Wage Dispersion Make All Firms Productive?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 58(4), pages 455-489, 09.
  11. D. Verhaest & E. Omey, 2008. "Objective overeducation and worker well-being: a shadow price approach," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 08/514, Ghent University, Faculty of Economics and Business Administration.
  12. E. Verhofstadt & E. Omey, 2003. "The impact of education on job satisfaction in the first job," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 03/169, Ghent University, Faculty of Economics and Business Administration.
  13. van den Berg, G. & Gautier, P.A. & van Ours, J.C. & Ridder, G., 1998. "Worker turnover at the firm level and crowding out of lower educated workers," Discussion Paper 98.104, Tilburg University, Center for Economic Research.
  14. Benoît Mahy & François Rycx & Mélanie Volral, 2011. "Wage Dispersion and Firm Productivity in Different Working Environments," ULB Institutional Repository 2013/169520, ULB -- Universite Libre de Bruxelles.
  15. Benoit Dostie, 2006. "Wages, Productivity and Aging," Cahiers de recherche 06-15, HEC Montréal, Institut d'économie appliquée.
  16. Heyman, Fredrik, 2002. "Pay Inequality and Firm Performance: Evidence from Matched Employer-Employee Data," Working Paper Series 186, Trade Union Institute for Economic Research.
  17. Grund, Christian & Westergård-Nielsen, Niels C., 2004. "The Dispersion of Employees’ Wage Increases and Firm Performance," IZA Discussion Papers 1402, Institute for the Study of Labor (IZA).
  18. 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 434-52, July.
  19. 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.
  20. Philip Du Caju & François Ryckx & Ilan Tojerow, 2009. "Inter-industry wage differentials : How much does rent sharing matter ?," Working Paper Research 180, National Bank of Belgium.
  21. Pedro S. Martins, 2008. "Rent Sharing Before and After the Wage Bill," Working Papers 12, Queen Mary, University of London, School of Business and Management, Centre for Globalisation Research.
  22. Spence, A Michael, 1973. "Job Market Signaling," The Quarterly Journal of Economics, MIT Press, vol. 87(3), pages 355-74, August.
  23. Nachum Sicherman, 1987. "Over-Education in the Labor Market," University of Chicago - George G. Stigler Center for Study of Economy and State 48, Chicago - Center for Study of Economy and State.
  24. Felix Buchel & Antje Mertens, 2004. "Overeducation, undereducation, and the theory of career mobility," Applied Economics, Taylor & Francis Journals, vol. 36(8), pages 803-816.
  25. Milgrom, Paul & Roberts, John, 1990. "The Efficiency of Equity in Organizational Decision Processes," American Economic Review, American Economic Association, vol. 80(2), pages 154-59, May.
  26. 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.
  27. Alessandra Cataldi & Stephan Kampelmann & François Rycx, 2011. "Productivity-Wage Gaps Among Age Groups: Does the ICT Environment Matter?," De Economist, Springer, vol. 159(2), pages 193-221, June.
  28. Groot, Wim & Oosterbeek, Hessel, 1994. "Earnings Effects of Different Components of Schooling: Human Capital versus Screening," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 317-21, May.
  29. Winter-Ebmer, Rudolf & Zweimüller, Josef, 1997. "Intra-firm Wage Dispersion and Firm Performance," CEPR Discussion Papers 1621, C.E.P.R. Discussion Papers.
  30. Laroche, P., 2000. "What do Unions do to Productivity? A Meta-Analysis," Papers 2000-5, Groupe de recherche en économie financière et en gestion des entreprises, Universite Nancy 2.
  31. Hibbs, Douglas A, Jr & Locking, Hakan, 2000. "Wage Dispersion and Productive Efficiency: Evidence for Sweden," Journal of Labor Economics, University of Chicago Press, vol. 18(4), pages 755-82, October.
  32. H. Battu & C.R. Belfield & P.J. Sloane, 2000. "How Well Can We Measure Graduate Over- Education and Its Effects?," National Institute Economic Review, National Institute of Economic and Social Research, vol. 171(1), pages 82-93, January.
  33. Teulings, Coen & Koopmanschap, Marc, 1989. "An econometric model of crowding out of lower education levels," European Economic Review, Elsevier, vol. 33(8), pages 1653-1664, October.
  34. 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.
  35. Patrick Aubert & Bruno Crépon, 2003. "La productivité des salariés âgés : une tentative d'estimation," Économie et Statistique, Programme National Persée, vol. 368(1), pages 95-119.
  36. Levine, David I., 1991. "Cohesiveness, productivity, and wage dispersion," Journal of Economic Behavior & Organization, Elsevier, vol. 15(2), pages 237-255, March.
  37. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  38. repec:ner:tilbur:urn:nbn:nl:ui:12-91480 is not listed on IDEAS
  39. 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.
  40. Bat COCKX & Muriel DEJEMEPPE, 2002. "Do the Higher Educated Unemployed Crowd out the Lower Educated Ones in a Competition for Jobs ?," Discussion Papers (IRES - Institut de Recherches Economiques et Sociales) 2002020, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
  41. Berg, Gerard J. van den & Gautier, Pieter A. & Ours, Jan C., 1998. "Worker turnover at the firm level and crowding out of lower educated workers," Serie Research Memoranda 0049, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
  42. Bauer, Thomas K., 2002. "Educational mismatch and wages: a panel analysis," Economics of Education Review, Elsevier, vol. 21(3), pages 221-229, June.
  43. 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.
  44. 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.
  45. Dolado, Juan J. & Felgueroso, Florentino & Jimeno, Juan F., 2000. "Youth labour markets in Spain: Education, training, and crowding-out," European Economic Review, Elsevier, vol. 44(4-6), pages 943-956, May.
  46. 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.
  47. Arnaud Chevalier & Colm Harmon & Ian Walker & Yu Zhu, 2003. "Does education raise productivity, or just reflect it?," Working Papers 200304, School Of Economics, University College Dublin.
  48. 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.
  49. 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.
  50. 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.
  51. John G. Riley, 2001. "Silver Signals: Twenty-Five Years of Screening and Signaling," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 432-478, June.
  52. 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.
  53. Sicherman, Nachum & Galor, Oded, 1990. "A Theory of Career Mobility," Journal of Political Economy, University of Chicago Press, vol. 98(1), pages 169-92, February.
  54. John Robst, 1995. "Career Mobility, Job Match, and Overeducation," Eastern Economic Journal, Eastern Economic Association, vol. 21(4), pages 539-550, Fall.
  55. Khan, Linda J. & Morrow, Paula C., 1991. "Objective and subjective underemployment relationships to job satisfaction," Journal of Business Research, Elsevier, vol. 22(3), pages 211-218, May.
  56. Chris Doucouliagos & Patrice Laroche, 2007. "Unions and Profitability: A Meta-Analysis," Economics Series 2007_01, Deakin University, Faculty of Business and Law, School of Accounting, Economics and Finance.
  57. Jan Ours & Lenny Stoeldraijer, 2011. "Age, Wage and Productivity in Dutch Manufacturing," De Economist, Springer, vol. 159(2), pages 113-137, June.
  58. 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.
  59. 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, 01.
  60. Martins, Pedro S., 2008. "Dispersion in wage premiums and firm performance," Economics Letters, Elsevier, vol. 101(1), pages 63-65, October.
  61. 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.
  62. Gautier, P.A. & van den Berg, G. & van Ours, J.C. & Ridder, G., 2002. "Worker turnover at the firm level and crowding out of lower educated workers," Other publications TiSEM 8ea33399-69d3-480a-a241-c, School of Economics and Management.
  63. Akerlof, George A & Yellen, Janet L, 1988. "Fairness and Unemployment," American Economic Review, American Economic Association, vol. 78(2), pages 44-49, May.
  64. D. Verhaest & E. Omey, 2004. "The impact of overeducation and its measurement," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 04/215, Ghent University, Faculty of Economics and Business Administration.
  65. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
  66. Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-80, June.
  67. Vieira, José A. Cabral, 2005. "Skill mismatches and job satisfaction," Economics Letters, Elsevier, vol. 89(1), pages 39-47, October.
  68. Pierre Cahuc & André Zylberberg, 2004. "Labor Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 026203316x, June.
  69. Dolton, Peter & Vignoles, Anna, 2000. "The incidence and effects of overeducation in the U.K. graduate labour market," Economics of Education Review, Elsevier, vol. 19(2), pages 179-198, April.
  70. Leuven, Edwin & Oosterbeek, Hessel, 2011. "Overeducation and Mismatch in the Labor Market," IZA Discussion Papers 5523, Institute for the Study of Labor (IZA).
  71. Thomas Hempell, 2005. "What’s spurious, what’s real? Measuring the productivity impacts of ICT at the firm-level," Empirical Economics, Springer, vol. 30(2), pages 427-464, 09.
  72. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, 07.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:sol:wpaper:2013/135592. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Benoit Pauwels)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.