IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v72y2021ics0927537121000919.html
   My bibliography  Save this article

Employee training and firm performance: Evidence from ESF grant applications

Author

Listed:
  • Martins, Pedro S.

Abstract

As work changes, firm-provided training may be particularly relevant. However, there is little causal evidence about the effects of training on firms. This paper studies a large training grants programme supported by the European Social Fund, contrasting firms in Portugal that received the grants and others that also applied but were unsuccessful. Combining several rich data sets, we compare a large number of potential outcomes of these firms, while following them over several years both before and after the grant decision. Our difference-in-differences models estimate significant positive effects on take up (training hours and expenditure), with limited deadweight; and that such additional training led to increased sales, value added, employment, productivity, and exports. These effects tend to be of at least 5% and, in some cases, 10% or more, and are robust in multiple dimensions.

Suggested Citation

  • Martins, Pedro S., 2021. "Employee training and firm performance: Evidence from ESF grant applications," Labour Economics, Elsevier, vol. 72(C).
  • Handle: RePEc:eee:labeco:v:72:y:2021:i:c:s0927537121000919
    DOI: 10.1016/j.labeco.2021.102056
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927537121000919
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.labeco.2021.102056?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Edwin Leuven & Hessel Oosterbeek, 2004. "Evaluating the Effect of Tax Deductions on Training," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 461-488, April.
    2. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    3. 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.
    4. Pierre Cahuc & Francis Kramarz & Sandra Nevoux, 2018. "When Short-Time Work Works," SciencePo Working papers hal-03393127, HAL.
    5. Cockx, Bart & Lechner, Michael & Bollens, Joost, 2023. "Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium," Labour Economics, Elsevier, vol. 80(C).
    6. Michael Lechner & Conny Wunsch, 2009. "Are Training Programs More Effective When Unemployment Is High?," Journal of Labor Economics, University of Chicago Press, vol. 27(4), pages 653-692, October.
    7. Schwerdt, Guido & Messer, Dolores & Woessmann, Ludger & Wolter, Stefan C., 2012. "The impact of an adult education voucher program: Evidence from a randomized field experiment," Journal of Public Economics, Elsevier, vol. 96(7-8), pages 569-583.
    8. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    9. repec:hal:spmain:info:hdl:2441/6596a4s9af8lt872jnqvm5jg73 is not listed on IDEAS
    10. David Card & Jochen Kluve & Andrea Weber, 2010. "Active Labour Market Policy Evaluations: A Meta-Analysis," Economic Journal, Royal Economic Society, vol. 120(548), pages 452-477, November.
    11. 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.
    12. repec:hal:wpspec:info:hdl:2441/6596a4s9af8lt872jnqvm5jg73 is not listed on IDEAS
    13. Priscilla Fialho & Glenda Quintini & Marieke Vandeweyer, 2019. "Returns to different forms of job related training: Factoring in informal learning," OECD Social, Employment and Migration Working Papers 231, OECD Publishing.
    14. Jozef Konings & Stijn Vanormelingen, 2015. "The Impact of Training on Productivity and Wages: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 485-497, May.
    15. Muraközy, Balázs & Telegdy, Álmos, 2023. "The effects of EU-funded enterprise grants on firms and workers," Journal of Comparative Economics, Elsevier, vol. 51(1), pages 216-234.
    16. Görlitz, Katja & Tamm, Marcus, 2016. "The returns to voucher-financed training on wages, employment and job tasks," Economics of Education Review, Elsevier, vol. 52(C), pages 51-62.
    17. Almeida, Rita & Carneiro, Pedro, 2009. "The return to firm investments in human capital," Labour Economics, Elsevier, vol. 16(1), pages 97-106, January.
    18. Sabrina T. Howell, 2017. "Financing Innovation: Evidence from R&D Grants," American Economic Review, American Economic Association, vol. 107(4), pages 1136-1164, April.
    19. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    20. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
    21. Pedro S. Martins, 2009. "Dismissals for Cause: The Difference That Just Eight Paragraphs Can Make," Journal of Labor Economics, University of Chicago Press, vol. 27(2), pages 257-279, April.
    22. Michael Zimmert, 2018. "Efficient Difference-in-Differences Estimation with High-Dimensional Common Trend Confounding," Papers 1809.01643, arXiv.org, revised Aug 2020.
    23. Krueger, Alan & Rouse, Cecilia, 1998. "The Effect of Workplace Education on Earnings, Turnover, and Job Performance," Journal of Labor Economics, University of Chicago Press, vol. 16(1), pages 61-94, January.
    24. Pedro Silva Martins, 2019. "The Microeconomic Impacts of Employee Representatives: Evidence from Membership Thresholds," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(4), pages 591-622, October.
    25. Brunello, Giorgio & Comi, Simona Lorena & Sonedda, Daniela, 2012. "Training subsidies and the wage returns to continuing vocational training," Labour Economics, Elsevier, vol. 19(3), pages 361-372.
    26. 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.
    27. Hidalgo, Diana & Oosterbeek, Hessel & Webbink, Dinand, 2014. "The impact of training vouchers on low-skilled workers," Labour Economics, Elsevier, vol. 31(C), pages 117-128.
    28. Sascha O. Becker & Peter H. Egger & Maximilian von Ehrlich, 2013. "Absorptive Capacity and the Growth and Investment Effects of Regional Transfers: A Regression Discontinuity Design with Heterogeneous Treatment Effects," American Economic Journal: Economic Policy, American Economic Association, vol. 5(4), pages 29-77, November.
    29. Laura Abramovsky & Erich Battistin & Emla Fitzsimons & Alissa Goodman & Helen Simpson, 2011. "Providing Employers with Incentives to Train Low-SkilledWorkers: Evidence from the UK Employer Training Pilots," Journal of Labor Economics, University of Chicago Press, vol. 29(1), pages 153-193, January.
    30. Brunello, Giorgio & Wruuck, Patricia, 2020. "Employer provided training in Europe: Determinants and obstacles," EIB Working Papers 2020/03, European Investment Bank (EIB).
    31. Damon Jones & David Molitor & Julian Reif, 2019. "What do Workplace Wellness Programs do? Evidence from the Illinois Workplace Wellness Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1747-1791.
    32. Elizabeth Lyons, 2020. "The impact of job training on temporary worker performance: Field experimental evidence from insurance sales agents," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(1), pages 122-146, January.
    33. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    34. 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.
    35. Benoit Dostie, 2018. "The Impact of Training on Innovation," ILR Review, Cornell University, ILR School, vol. 71(1), pages 64-87, January.
    36. Edwin Leuven, 2005. "The Economics of Private Sector Training: A Survey of the Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 19(1), pages 91-111, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Brunello, Giorgio & Rückert, Désirée & Weiss, Christoph & Wruuck, Patricia, 2023. "Advanced digital technologies and investment in employee training: Complements or substitutes?," EIB Working Papers 2023/01, European Investment Bank (EIB).
    2. Caliendo, Marco & Cobb-Clark, Deborah A. & Pfeifer, Harald & Uhlendorff, Arne & Wehner, Caroline, 2024. "Managers’ risk preferences and firm training investments," European Economic Review, Elsevier, vol. 161(C).
    3. Miguel Jaramillo & Bruno Escobar, 2022. "Employment protection legislation and on-the-job training in an informal labor market: Evidence from Peru," Working Papers 184, Peruvian Economic Association.
    4. Giorgio Brunello & Áron Gereben & Désirée Rückert & Christoph Weiss & Patricia Wruuck, 2022. "Do investments in human and physical capital respond differently to financing constraints?," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 158(1), pages 1-14, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pedro Martins, 2020. "Employee Training and Firm Performance:Quasi-experimental evidence from the European Social Fund," CVER Research Papers 027, Centre for Vocational Education Research.
    2. Dan A. Black & Lars Skipper & Jeffrey A. Smith & Jeffrey Andrew Smith, 2023. "Firm Training," CESifo Working Paper Series 10268, CESifo.
    3. 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.
    4. repec:idb:brikps:7203 is not listed on IDEAS
    5. Ruhose, Jens & Thomsen, Stephan L. & Weilage, Insa, 2019. "The benefits of adult learning: Work-related training, social capital, and earnings," Economics of Education Review, Elsevier, vol. 72(C), pages 166-186.
    6. repec:zbw:rwirep:0553 is not listed on IDEAS
    7. Stefan Denzler & Jens Ruhose & Stefan C. Wolter, 2022. ""The Double Dividend of Training" - Labor Market Effects of Work-Related Continuous Education in Switzerland," CESifo Working Paper Series 10009, CESifo.
    8. Dauth, Christine, 2017. "Regional discontinuities and the effectiveness of further training subsidies for low-skilled employees," IAB-Discussion Paper 201707, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    9. Hara, Hiromi, 2019. "The impact of worker-financed training: Evidence from early- and mid-career workers in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 51(C), pages 64-75.
    10. Görlitz, Katja & Tamm, Marcus, 2016. "The returns to voucher-financed training on wages, employment and job tasks," Economics of Education Review, Elsevier, vol. 52(C), pages 51-62.
    11. Görlitz, Katja & Tamm, Marcus, 2015. "The Pecuniary and Non-pecuniary Returns to Voucher-financed Training," Ruhr Economic Papers 553, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    12. Floreani, Vincent Arthur, 2014. "Fixing Europe's youth unemployment and skills mismatch, can public financial support to SMEs be effective? The case of the European Commission and European Investment Bank joint initiatives," MPRA Paper 55849, University Library of Munich, Germany.
    13. Balmaceda, Felipe, 2021. "A failure of the market for college education and on-the-job human capital," Economics of Education Review, Elsevier, vol. 84(C).
    14. Van den Berge, Wiljan & Jongen, Egbert L. W. & van der Wiel, Karen, 2017. "Using Tax Deductions to Promote Lifelong Learning: Real and Shifting Responses," IZA Discussion Papers 10885, Institute of Labor Economics (IZA).
    15. Ruhose, Jens & Thomsen, Stephan, 2017. "Non-Monetary Benefits of Continuous Training," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168169, Verein für Socialpolitik / German Economic Association.
    16. Katja Görlitz & Marcus Tamm, 2015. "The Pecuniary and Non-pecuniary Returns to Voucher-financed Training," Ruhr Economic Papers 0553, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    17. Giulio Pedrini, 2017. "Law and economics of training: a taxonomy of the main legal and institutional tools addressing suboptimal investments in human capital development," European Journal of Law and Economics, Springer, vol. 43(1), pages 83-105, February.
    18. Oliver Cassagneau-Francis & Robert Gary-Bobo & Julie Pernaudet & Jean-Marc Robin, 2022. "A Nonparametric Finite Mixture Approach to Difference-in-Difference Estimation, with an Application to On-the-job Training and Wages," Working Papers hal-03869547, HAL.
    19. Morikawa, Masayuki, 2021. "Employer-provided training and productivity: Evidence from a panel of Japanese Firms," Journal of the Japanese and International Economies, Elsevier, vol. 61(C).
    20. 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.
    21. Christine Dauth & Ott Toomet, 2016. "On Government-Subsidized Training Programs for Older Workers," LABOUR, CEIS, vol. 30(4), pages 371-392, December.
    22. Gerard J. van den Berg & Christine Dauth & Pia Homrighausen & Gesine Stephan, 2023. "Informing employees in small and medium‐sized firms about training: Results of a randomized field experiment," Economic Inquiry, Western Economic Association International, vol. 61(1), pages 162-178, January.

    More about this item

    Keywords

    Training subsidies; Productivity; Programme evaluation;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • M53 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Training

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:labeco:v:72:y:2021:i:c:s0927537121000919. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/labeco .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.