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Work-related learning and skill development in Europe: Does initial skill mismatch matter?

Author

Listed:
  • Ferreira Sequeda, Maria

    (Macro, International & Labour Economics, RS: GSBE DUHR)

  • Künn, Annemarie

    (ROA / Dynamics of the labour market, RS: GSBE DUHR)

  • de Grip, Andries

    (Research Centre for Educ and Labour Mark, RS: GSBE DUHR, RS: SBE - MACIMIDE)

Abstract

This paper provides more insight into the relevance of the assumption of human capital theory that the productivity of job-related training is driven by the improvement of workers’ skills. We analyse the extent to which training and informal learning on the job are related to employee skill development and consider the heterogeneity of this relationship with respect to workers’ skill mismatch at job entry. Using data from the 2014 European Skills Survey, we find – as assumed by human capital theory – that employees who participated in training or informal learning show greater improvement of their skills than those who did not. The contribution of informal learning to employee skill development appears to be larger than that of training participation. Nevertheless, both forms of learning are shown to be complementary. This complementarity between training and informal learning is related to a significant additional improvement of workers’ skills. The skill development of workers who were initially underskilled for their job seems to benefit the most from both training and informal learning, whereas the skill development of those who were initially overskilled benefits the least. Work-related learning investments in the latter group seem to be more functional in offsetting skill depreciation than in fostering skill accumulation.

Suggested Citation

  • 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).
  • Handle: RePEc:unm:umagsb:2016027
    DOI: 10.26481/umagsb.2016027
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    as
    1. 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.
    2. Green, Francis & Ashton, David & Felstead, Alan, 2001. "Estimating the Determinants of Supply of Computing, Problem-Solving, Communication, Social, and Teamworking Skills," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 406-433, July.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Andries De Grip & Jan Sauermann, 2012. "The Effects of Training on Own and Co‐worker Productivity: Evidence from a Field Experiment," Economic Journal, Royal Economic Society, vol. 122(560), pages 376-399, May.
    8. 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.
    9. 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.
    10. Loewenstein, Mark A & Spletzer, James R, 1998. "Dividing the Costs and Returns to General Training," Journal of Labor Economics, University of Chicago Press, vol. 16(1), pages 142-171, January.
    11. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2004. "Training in Europe," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 346-360, 04/05.
    12. Alan Barrett & Philip J. O'Connell, 2001. "Does Training Generally Work? The Returns to in-Company Training," ILR Review, Cornell University, ILR School, vol. 54(3), pages 647-662, April.
    13. 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.
    14. 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.
    15. Lorraine Dearden & Howard Reed & John Van Reenen, 2006. "The Impact of Training on Productivity and Wages: Evidence from British Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(4), pages 397-421, August.
    16. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    17. 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.
    18. Richard Blundell & Lorraine Dearden & Costas Meghir & Barbara Sianesi, 1999. "Human capital investment: the returns from education and training to the individual, the firm and the economy," Fiscal Studies, Institute for Fiscal Studies, vol. 20(1), pages 1-23, March.
    19. McGuinness, Seamus & Wooden, Mark, 2007. "Overskilling, Job Insecurity and Career Mobility," IZA Discussion Papers 2938, Institute of Labor Economics (IZA).
    20. Destré, Guillaume & Lévy-Garboua, Louis & Sollogoub, Michel, 2008. "Learning from experience or learning from others?: Inferring informal training from a human capital earnings function with matched employer-employee data," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(3), pages 919-938, June.
    21. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    22. Heckman, James J, 1976. "A Life-Cycle Model of Earnings, Learning, and Consumption," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 11-44, August.
    23. Mavromaras, Kostas & McGuinness, Seamus, 2012. "Overskilling dynamics and education pathways," Economics of Education Review, Elsevier, vol. 31(5), pages 619-628.
    24. McGuinness, Seamus & Byrne, Delma, 2014. "Examining the Relationships between Labour Market Mismatches, Earnings and Job Satisfaction among Immigrant Graduates in Europe," Papers WP484, Economic and Social Research Institute (ESRI).
    25. repec:bla:ausecr:v:40:y:2007:i:3:p:300-306 is not listed on IDEAS
    26. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    27. Mark R. Killingsworth, 1982. ""Learning by Doing" and "Investment in Training": A Synthesis of Two "Rival" Models of the Life Cycle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(2), pages 263-271.
    28. Ingrid Linsley, 2005. "Causes of Overeducation in the Australian Labour Market," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 8(2), pages 121-143, June.
    29. repec:ecj:econjl:v:122:y:2012:i::p:376-399 is not listed on IDEAS
    30. Blázquez, Maite & Jansen, Marcel, 2008. "Search, mismatch and unemployment," European Economic Review, Elsevier, vol. 52(3), pages 498-526, April.
    31. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    32. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75(4), pages 352-352.
    33. Carneiro, Pedro & Heckman, James J., 2003. "Human Capital Policy," IZA Discussion Papers 821, Institute of Labor Economics (IZA).
    34. 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.
    35. Giorgio Di Pietro & Peter Urwin, 2006. "Education and skills mismatch in the Italian graduate labour market," Applied Economics, Taylor & Francis Journals, vol. 38(1), pages 79-93.
    36. Greene, William, 2010. "Testing hypotheses about interaction terms in nonlinear models," Economics Letters, Elsevier, vol. 107(2), pages 291-296, May.
    37. Edward C. Norton & Hua Wang & Chunrong Ai, 2004. "Computing interaction effects and standard errors in logit and probit models," Stata Journal, StataCorp LP, vol. 4(2), pages 154-167, June.
    38. Görlitz, Katja, 2011. "Continuous training and wages: An empirical analysis using a comparison-group approach," Economics of Education Review, Elsevier, vol. 30(4), pages 691-701, August.
    39. James J. Heckman, 2007. "The Economics, Technology and Neuroscience of Human Capability Formation," NBER Working Papers 13195, National Bureau of Economic Research, Inc.
    40. 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.
    41. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    42. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    43. P. J. Sloane & H. Battu & P. T. Seaman, 1996. "Overeducation and the formal education/experience and training trade-off," Applied Economics Letters, Taylor & Francis Journals, vol. 3(8), pages 511-515.
    44. Steven D. Levitt & John A. List & Chad Syverson, 2013. "Toward an Understanding of Learning by Doing: Evidence from an Automobile Assembly Plant," Journal of Political Economy, University of Chicago Press, vol. 121(4), pages 643-681.
    45. repec:bla:econom:v:70:y:2003:i:279:p:509-531 is not listed on IDEAS
    46. Edwin Leuven & Hessel Oosterbeek, 2008. "An alternative approach to estimate the wage returns to private-sector training," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(4), pages 423-434.
    47. Steven Levitt & John List & Chad Syverson, 2012. "Toward an Understanding of Learning by Doing: Evidence from an Automobile Plant," Natural Field Experiments 00463, The Field Experiments Website.
    48. Hersch, Joni, 1991. "Education Match and Job Match," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 140-144, February.
    49. Jacob Mincer & Haim Ofek, 1982. "Interrupted Work Careers: Depreciation and Restoration of Human Capital," Journal of Human Resources, University of Wisconsin Press, vol. 17(1), pages 3-24.
    50. Ingrid Linsley, 2005. "Causes of Overeducation in the Australian Labour Market," Department of Economics - Working Papers Series 940, The University of Melbourne.
    51. van Smoorenburg, M. S. M. & van der Velden, R. K. W., 2000. "The training of school-leavers: Complementarity or substitution?," Economics of Education Review, Elsevier, vol. 19(2), pages 207-217, April.
    52. George Messinis & Nilss Olekalns, 2007. "Skills Mismatch and Returns to Training in Australia:Some New Evidence," Department of Economics - Working Papers Series 997, The University of Melbourne.
    53. Jacob Mincer, 1962. "On-the-Job Training: Costs, Returns, and Some Implications," NBER Chapters, in: Investment in Human Beings, pages 50-79, National Bureau of Economic Research, Inc.
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    Cited by:

    1. Ehlert, Martin, 2020. "No Future, No Training? Explaining Cross-national Variation in the Effect of Job Tasks On Training Participation [Keine Zukunft, keine Weiterbildung? Zur Erklärung von Länderunterschieden im Effekt," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 72(S1), pages 483-510.
    2. Poulissen, Davey & de Grip, Andries & Fouarge, Didier & Künn-Nelen, Annemarie, 2021. "Employers' Willingness to Invest in the Training of Temporary Workers: A Discrete Choice Experiment," IZA Discussion Papers 14395, Institute of Labor Economics (IZA).
    3. Naval, Joaquín & Silva, José I. & Vázquez-Grenno, Javier, 2020. "Employment effects of on-the-job human capital acquisition," Labour Economics, Elsevier, vol. 67(C).

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    More about this item

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • M53 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Training

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