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Human capital obsolescence: some evidence for Spain

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  • Inés P. Murillo

Abstract

Purpose - The main objective of this paper is to analyse the link between human capital depreciation and the educational level of Spanish salaried workers. Design/methodology/approach - Wage equations are estimated by sector and occupation, following the empirical framework proposed by Neuman and Weiss. Data in this study refer to the Spanish labour market, using two cross‐sectional employee‐firm matched data. Findings - The estimates provided in this paper suggest that human capital depreciation rates are not homogeneous for the whole sample; in contrast, they vary across educational levels, being greater as the workers' school attainment increases. Research limitations/implications - The main restriction of the paper is the limited availability of quality longitudinal data to estimate human capital depreciation. Practical implications - Knowledge acquired by workers may quickly become obsolete in a context of technological change. Thus, the paper's main findings support the need for ongoing training programs to update workers' skills to changing market requirements. Originality/value - The added value of this paper is two‐fold. On the one hand, returns to education and human capital depreciation for the Spanish labour force are estimated using a pseudo‐panel created from two cross‐sectional data bases. On the other hand, earnings equations are estimated by sector and occupation in order to calculate human capital depreciation rates; this procedure allows the authors to take into account the worker's occupation and their level of education as well as technological differences associated with their job.

Suggested Citation

  • Inés P. Murillo, 2011. "Human capital obsolescence: some evidence for Spain," International Journal of Manpower, Emerald Group Publishing Limited, vol. 32(4), pages 426-445, July.
    • Handle: RePEc:eme:ijmpps:v:32:y:2011:i:4:p:426-445
    DOI: 10.1108/01437721111148540
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    1. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    2. Mincer, Jacob & Polachek, Solomon, 1974. "Family Investment in Human Capital: Earnings of Women," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 76-108, Part II, .
    3. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    4. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    5. Paula England, 1982. "The Failure of Human Capital Theory to Explain Occupational Sex Segregation," Journal of Human Resources, University of Wisconsin Press, vol. 17(3), pages 358-370.
    6. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005. "The skill bias effect of technological and organisational change: Evidence and policy implications," Research Policy, Elsevier, vol. 34(2), pages 141-157, March.
    7. Falk, Martin & Koebel, Bertrand M., 2004. "The impact of office machinery, and computer capital on the demand for heterogeneous labour," Labour Economics, Elsevier, vol. 11(1), pages 99-117, February.
    8. Geoffrey Carliner, 1982. "The Wages of Older Men," Journal of Human Resources, University of Wisconsin Press, vol. 17(1), pages 25-38.
    9. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    10. Lex Borghans & Andries de Grip (ed.), 2000. "The Overeducated Worker?," Books, Edward Elgar Publishing, number 1860, March.
    11. P. Aubert & E. Caroli & M. Roger, 2004. "New Technologies, Workplace Organisation and the Age Structure of the Workforce: Firm-Level Evidence," Documents de Travail de l'Insee - INSEE Working Papers g2004-07, Institut National de la Statistique et des Etudes Economiques.
    12. Sherwin Rosen, 1975. "Measuring the Obsolescence of Knowledge," NBER Chapters, in: Education, Income, and Human Behavior, pages 199-232, National Bureau of Economic Research, Inc.
    13. Maria Arrazola & Jose de Hevia, 2004. "More on the estimation of the human capital depreciation rate," Applied Economics Letters, Taylor & Francis Journals, vol. 11(3), pages 145-148.
    14. Wood Júnior, Thomaz, 1995. "Workers," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 35(2), March.
    15. Stephen Machin & John Van Reenen, 1998. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1215-1244.
    16. Polachek, Solomon William, 1981. "Occupational Self-Selection: A Human Capital Approach to Sex Differences in Occupational Structure," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 60-69, February.
    17. Glenn MacDonald & Michael S. Weisbach, 2004. "The Economics of Has-beens," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 289-310, February.
    18. Leora Friedberg, 2003. "The Impact of Technological Change on Older Workers: Evidence from Data on Computer Use," ILR Review, Cornell University, ILR School, vol. 56(3), pages 511-529, April.
    19. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    20. Moon-Kak Kim & Solomon W. Polachek, 1994. "Panel Estimates of Male-Female Earnings Functions," Journal of Human Resources, University of Wisconsin Press, vol. 29(2), pages 406-428.
    21. Borghans,L. & Grip,A.,de, 1999. "Skills and low pay: upgrading or overeducation?," ROA Research Memorandum 005, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    22. Nickell, Stephen & Bell, Brian, 1995. "The Collapse in Demand for the Unskilled and Unemployment across the OECD," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 11(1), pages 40-62, Spring.
    23. James W. Albrecht & Per-Anders Edin & Marianne Sundström & Susan B. Vroman, 1999. "Career Interruptions and Subsequent Earnings: A Reexamination Using Swedish Data," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 294-311.
    24. 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.
    25. Neuman, Shoshana & Weiss, Avi, 1995. "On the effects of schooling vintage on experience-earnings profiles: Theory and evidence," European Economic Review, Elsevier, vol. 39(5), pages 943-955, May.
    26. Sylvain Weber, 2014. "Human capital depreciation and education level," International Journal of Manpower, Emerald Group Publishing Limited, vol. 35(5), pages 613-642, July.
    27. Gregory, Mary & Salverda, Wiemer & Bazen, Stephen (ed.), 2000. "Labour Market Inequalities: Problems and Policies of Low-Wage Employment in International Perspective," OUP Catalogue, Oxford University Press, number 9780199241699.
    28. Wim Groot, 1998. "Empirical estimates of the rate of depreciation of education," Applied Economics Letters, Taylor & Francis Journals, vol. 5(8), pages 535-538.
    29. Neal, Derek, 1995. "Industry-Specific Human Capital: Evidence from Displaced Workers," Journal of Labor Economics, University of Chicago Press, vol. 13(4), pages 653-677, October.
    30. Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 109-126.
    31. Cörvers, F. & Kriechel, B. & Montizaan, R.M., 2006. "Scenario-analyse van de vervangingsvraag tot 2010," ROA Working Paper 001, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    32. Haskel, Jonathan E. & Slaughter, Matthew J., 2002. "Does the sector bias of skill-biased technical change explain changing skill premia?," European Economic Review, Elsevier, vol. 46(10), pages 1757-1783, December.
    33. Allen, J.P. & de Grip, A., 2007. "Skill Obsolescence, Lifelong Learning and Labor Market Participation," ROA Research Memorandum 006, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    34. Pfann, Gerard A & Ben Kriechel, 2003. "Heterogeneity among Displaced Workers," Royal Economic Society Annual Conference 2003 164, Royal Economic Society.
    35. Charles D. Bailey, 1989. "Forgetting and the Learning Curve: A Laboratory Study," Management Science, INFORMS, vol. 35(3), pages 340-352, March.
    36. Bartel, Ann P & Sicherman, Nachum, 1993. "Technological Change and Retirement Decisions of Older Workers," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 162-183, January.
    37. Steven H. Sandell & David Shapiro, 1980. "Work Expectations, Human Capital Accumulation, and the Wages of Young Women," Journal of Human Resources, University of Wisconsin Press, vol. 15(3), pages 335-353.
    38. María Arrazola & José de Hevia & Marta Risueño & José Félix Sanz Sanz, 2005. "A proposal to estimate human capital depreciation: some evidence for Spain," Hacienda Pública Española / Review of Public Economics, IEF, vol. 172(1), pages 9-22, June.
    39. Aguirregabiria, Victor & Alonso-Borrego, Cesar, 1997. "Employment Occupational Structure, Technological Capital and Reorganization of Production," University of Western Ontario, Departmental Research Report Series 9703, University of Western Ontario, Department of Economics.
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