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Estimating the Returns to Firm-Sponsored on-the-Job and Classroom Training

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  • Benoit Dostie

Abstract

In this paper, we estimate returns to classroom and on-the-job firm-sponsored training in terms of value-added per worker using longitudinal linked employee-employer Canadian data from 1999 to 2006. We estimate a standard production function controlling for endogenous training decisions because of perceived net benefits and time-varying market conditions using dynamic panel GMM methods. We find that employees who undertook classroom training are 11 percent more productive than otherwise similar employees. We show that returns to on-the-job training are on average lower (3.4 percent). We provide evidence that these lower returns are due to on-the-job training being more closely related to turnover and more geared toward subjects that are less productivity-enhancing.

Suggested Citation

  • Benoit Dostie, 2010. "Estimating the Returns to Firm-Sponsored on-the-Job and Classroom Training," Cahiers de recherche 1040, CIRPEE.
  • Handle: RePEc:lvl:lacicr:1040
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    1. Alison L. Booth & Marco Francesconi & Gylfi Zoega, 2003. "Unions, Work-Related Training, and Wages: Evidence for British Men," ILR Review, Cornell University, ILR School, vol. 57(1), pages 68-91, October.
    2. Stephen Bond & Måns Söderbom, 2005. "Adjustment Costs and the Identification of Cobb Douglas Production Functions," Economics Papers 2005-W04, Economics Group, Nuffield College, University of Oxford.
    3. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    4. Rita Asplund, 2005. "The Provision and Effects of Company Training: A Brief Review of the Literature," Nordic Journal of Political Economy, Nordic Journal of Political Economy, vol. 31, pages 47-73.
    5. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    6. 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.
    7. Goux, Dominique & Maurin, Eric, 2000. "Returns to firm-provided training: evidence from French worker-firm matched data1," Labour Economics, Elsevier, vol. 7(1), pages 1-19, January.
    8. Giorgio Brunello & Pietro Garibaldi & Etienne Wasmer, 2007. "Education and training in Europe," SciencePo Working papers Main hal-03415950, HAL.
    9. Black, Sandra E & Lynch, Lisa M, 1996. "Human-Capital Investments and Productivity," American Economic Review, American Economic Association, vol. 86(2), pages 263-267, May.
    10. Thomas Zwick, 2005. "Continuing Vocational Training Forms and Establishment Productivity in Germany," German Economic Review, Verein für Socialpolitik, vol. 6(2), pages 155-184, May.
    11. 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.
    12. Harry J. Holzer & Richard N. Block & Marcus Cheatham & Jack H. Knott, 1993. "Are Training Subsidies for Firms Effective? The Michigan Experience," ILR Review, Cornell University, ILR School, vol. 46(4), pages 625-636, July.
    13. 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.
    14. Stephen Bond & Måns Söderbom, 2005. "Adjustment Costs and the Identification of Cobb Douglas Production Functions," Economics Series Working Papers 2005-W04, University of Oxford, Department of Economics.
    15. Barron, John M & Black, Dan A & Loewenstein, Mark A, 1987. "Employer Size: The Implications for Search, Training, Capital Investment, Starting Wages, and Wage Growth," Journal of Labor Economics, University of Chicago Press, vol. 5(1), pages 76-89, January.
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    Cited by:

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    2. Preeya Mohan & Eric Strobl & Patrick Watson, 2018. "In-firm training, innovation and productivity: the case of Caribbean Small Island Developing States," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 30(9-10), pages 987-1011, October.
    3. Zheng Zhang & Yuping Deng & Sam Hak Kan Tang, 2019. "Do Foreign Mergers and Acquisitions Increase Acquired Firms’ Innovation? Evidence from Chinese Manufacturing Firms," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 52(1), pages 41-60, March.
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    5. Benoit Dostie & Mohsen Javdani, 2020. "Not for the Profit, But for the Training? Gender Differences in Training in the For‐Profit and Non‐Profit Sectors," British Journal of Industrial Relations, London School of Economics, vol. 58(3), pages 644-689, September.
    6. Mehmet Huseyin Bilgin & Chi Keung Marco Lau & Ender Demir, 2012. "Technology Transfer, Finance Channels, And Sme Performance: New Evidence From Developing Countries," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 57(03), pages 1-20.
    7. Jonathan Deslauriers & Benoit Dostie & Robert Gagné & Jonathan Paré, 2021. "Estimating the impacts of payroll taxes: Evidence from Canadian employer–employee tax data," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(4), pages 1609-1637, November.
    8. Wen Ci & Jose Galdo & Marcel Voia & Christopher Worswick, 2015. "Wage returns to mid-career investments in job training through employer supported course enrollment: evidence for Canada," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-25, December.
    9. Preeya Mohan & Eric Strobl & Patrick Watson, 2017. "In-Firm Training, Innovation and Productivity: The Case of Caribbean Small Island Developing States," IDB Publications (Working Papers) 98136, Inter-American Development Bank.
    10. Dostie, Benoit, 2014. "Innovation, Productivity, and Training," IZA Discussion Papers 8506, Institute of Labor Economics (IZA).
    11. Benoit Dostie, 2020. "Who benefits from firm-sponsored training?," IZA World of Labor, Institute of Labor Economics (IZA), pages 145-145, July.
    12. Luz Adriana Florez & Lina Cardona-Sosa & Leonardo Fabio Morales & Julian Londoño, 2018. "The Returns from Training in Colombia: Evidence from a Longitudinal Survey," Borradores de Economia 1048, Banco de la Republica de Colombia.
    13. Benoit Dostie & Mohsen Javdani, 2020. "Immigrants and Workplace Training: Evidence from Canadian Linked Employer–Employee Data," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(2), pages 275-315, April.
    14. Verónica Alaimo & Mariano Bosch & David S. Kaplan & Carmen Pagés & Laura Ripani, 2015. "Jobs for Growth," IDB Publications (Books), Inter-American Development Bank, number 90977, February.

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    More about this item

    Keywords

    Productivity; Classroom training; On-the-Job training; Linked employer-employee data; Turnover; Subjects of training;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs

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