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The Impact of Training on Productivity and Wages: Firm Level Evidence

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  • Konings, Jozef
  • Vanormelingen, Stijn

Abstract

This paper uses firm level panel data of firm provided training to estimate its impact on productivity and wages. To this end the strategy proposed by Ackerberg, Caves and Frazer (2006) for estimating production functions to control for the endogeneity of input factors and training is applied. The productivity premium for a trained worker is estimated at 23%, while the wage premium of training is estimated at 12%. Our results give support to recent theories that explain work related training by imperfect competition in the labor market.

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Bibliographic Info

Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 7473.

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Date of creation: Sep 2009
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Handle: RePEc:cpr:ceprdp:7473

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Keywords: Human Capital; Production Functions; Training;

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References

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  1. Lorraine Dearden & Howard Reed & John Van Reenen, 2005. "The Impact of Training on Productivity and Wages: Evidence from British Panel Data," CEP Discussion Papers dp0674, Centre for Economic Performance, LSE.
  2. Steve Bond & Måns Söderbom, 2005. "Adjustment costs and the identification of Cobb Douglas production functions," IFS Working Papers W05/04, Institute for Fiscal Studies.
  3. Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
  4. Ann P. Bartel, 1995. "Training, Wage Growth and Job Performance: Evidence From a Company Database," NBER Working Papers 4027, National Bureau of Economic Research, Inc.
  5. Acemoglu, D. & Pischki, J.S., 1996. "Why Do Firms Train? Theory and Evidence," Working papers 96-7, Massachusetts Institute of Technology (MIT), Department of Economics.
  6. Judith K. Hellerstein & David Neumark & Kenneth R. Troske, 1996. "Wages, Productivity, and Worker Characteristics: Evidence from Plant-Level Production Functions and Wage Equations," NBER Working Papers 5626, National Bureau of Economic Research, Inc.
  7. Hellerstein, Judith K & Neumark, David, 1999. "Sex, Wages, and Productivity: An Empirical Analysis of Israeli Firm-Level Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(1), pages 95-123, February.
  8. Filip Abraham & Jozef Konings & Stijn Vanormelingen, 2009. "The effect of globalization on union bargaining and price-cost margins of firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 145(1), pages 13-36, April.
  9. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Wiley Blackwell, vol. 70(2), pages 317-341, 04.
  10. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
  11. Daron Acemoglu & Jorn-Steffen Pischke, 1998. "Beyond Becker: Training in Imperfect Labor Markets," NBER Working Papers 6740, National Bureau of Economic Research, Inc.
  12. Jan De Loecker, 2011. "Product Differentiation, Multiproduct Firms, and Estimating the Impact of Trade Liberalization on Productivity," Econometrica, Econometric Society, vol. 79(5), pages 1407-1451, 09.
  13. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863 Elsevier.
  14. Daron Acemoglu & Jorn-Steffen Pischke, 1998. "The Structure of Wages and Investment in General Training," NBER Working Papers 6357, National Bureau of Economic Research, Inc.
  15. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63 Elsevier.
  16. Bartel, Ann P, 1995. "Training, Wage Growth, and Job Performance: Evidence from a Company Database," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 401-25, July.
  17. Zvi Griliches & Jerry A. Hausman, 1984. "Errors in Variables in Panel Data," NBER Technical Working Papers 0037, National Bureau of Economic Research, Inc.
  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. Harry J. Holzer & Richard Block & Marcus Cheatham & Jack H. Knott, 1993. "Are training subsidies for firms effective? The Michigan experience," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 46(4), pages 625-636, July.
  20. Booth, Alison L, 1991. "Job-Related Formal Training: Who Receives It and What Is It Worth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 53(3), pages 281-94, August.
  21. Van Biesebroeck, Johannes, 2011. "Wages Equal Productivity. Fact or Fiction? Evidence from Sub Saharan Africa," World Development, Elsevier, vol. 39(8), pages 1333-1346, August.
  22. Jones, Patricia, 2001. "Are educated workers really more productive?," Journal of Development Economics, Elsevier, vol. 64(1), pages 57-79, February.
  23. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
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Citations

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Cited by:
  1. M. Picchio & J. C. Van Ours, 2011. "Retaining through Training Even for Older Workers," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 11/748, Ghent University, Faculty of Economics and Business Administration.
  2. Benoit Dostie & Pierre Thomas Léger, 2011. "Firm-Sponsored Classroom Training: Is It Worth It For Older Workers?," Cahiers de recherche 11-06, HEC Montréal, Institut d'économie appliquée.
  3. Claudia Burgard & Katja Görlitz, 2011. "Continuous Training, Job Satisfaction and Gender – An Empirical Analysis Using German Panel Data," Ruhr Economic Papers 0265, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  4. Parrotta, Pierpaolo & Pozzoli, Dario & Pytlikova, Mariola, 2012. "Does Labor Diversity Affect Firm Productivity?," IZA Discussion Papers 6973, Institute for the Study of Labor (IZA).
  5. Katja Görlitz, 2010. "Continuous Training and Wages – An Empirical Analysis Using a Comparison-group Approach," Ruhr Economic Papers 0197, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  6. Andries de Grip & Jan Sauermann, 2011. "The effects of training on own and co-worker productivity: Evidence from a field experiment," Natural Field Experiments 00228, The Field Experiments Website.
  7. Elena Feltrinelli & Roberto Gabriele & Sandro Trento, 2013. "Do middle managers matter?," DEM Discussion Papers 2013/11, Department of Economics and Management.
  8. Ghosh, Saibal, 2013. "Do economic reforms matter for manufacturing productivity? Evidence from the Indian experience," Economic Modelling, Elsevier, vol. 31(C), pages 723-733.

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