IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp13067.html
   My bibliography  Save this paper

Financing Constraints and Employers' Investment in Training

Author

Listed:
  • Brunello, Giorgio

    (University of Padova)

  • Gereben, Áron

    (European Investment Bank)

  • Weiss, Christoph T.

    (European Investment Bank)

  • Wruuck, Patricia

    (European Investment Bank)

Abstract

Using a representative sample of European firms, we study whether and to what extent financing constraints affect employers' decision to invest in employee training. We combine survey data on investment activities with administrative data on financial statements to develop an index of financing constraints. We estimate that a 10 percent increase in this index reduces investment in training as a share of fixed assets by 2.9 to 4.5 percent and investment in training per employee by 1.8 to 2.5 percent. We document that lower investment in training reduces productivity, and show that firms facing tighter financing constraints cut back the investment in training and tangible assets less than the investment in R&D and software and data.

Suggested Citation

  • Brunello, Giorgio & Gereben, Áron & Weiss, Christoph T. & Wruuck, Patricia, 2020. "Financing Constraints and Employers' Investment in Training," IZA Discussion Papers 13067, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp13067
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp13067.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bassanini, Andrea & Brunello, Giorgio, 2007. "Barriers to Entry, Deregulation and Workplace Training," IZA Discussion Papers 2746, Institute of Labor Economics (IZA).
    2. Popov, Alexander, 2014. "Credit constraints and investment in human capital: Training evidence from transition economies," Journal of Financial Intermediation, Elsevier, vol. 23(1), pages 76-100.
    3. Daron Acemoglu & Jorn-Steffen Pischke, 1999. "The Structure of Wages and Investment in General Training," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 539-572, June.
    4. Annalisa Ferrando & Alessandro Ruggieri, 2018. "Financial constraints and productivity: Evidence from euro area companies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 23(3), pages 257-282, July.
    5. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    6. Robert Breunig & Diana Hourani & Sasan Bakhtiari & Elisabetta Magnani, 2020. "Do financial constraints affect the composition of workers of a firm?," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 23(1), pages 79-97.
    7. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    8. Pedro S. Martins, 2020. "Employee Training and Firm Performance: Quasi-experimental evidence from the European Social Fund," GEE Papers 0152, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jun 2020.
    9. Giorgio Brunello & Pietro Garibaldi & Etienne Wasmer, 2007. "Education and training in Europe," SciencePo Working papers Main hal-03415950, HAL.
    10. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
    11. Steve Bond & Costas Meghir, 1994. "Financial constraints and company investment," Fiscal Studies, Institute for Fiscal Studies, vol. 15(2), pages 1-18, May.
    12. 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.
    13. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    14. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    15. Lynch, Lisa M. (ed.), 1994. "Training and the Private Sector," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226498102.
    16. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    17. Nickell, Stephen & Nicolitsas, Daphne, 1999. "How does financial pressure affect firms?," European Economic Review, Elsevier, vol. 43(8), pages 1435-1456, August.
    18. Robert E. Carpenter & Bruce C. Petersen, 2002. "Is The Growth Of Small Firms Constrained By Internal Finance?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 298-309, May.
    19. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    20. 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.
    21. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    22. 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.
    23. Sebnem Kalemli-Ozcan & Bent Sorensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level Data from the Orbis Global Database: New Facts and Aggregate Implications," NBER Working Papers 21558, National Bureau of Economic Research, Inc.
    24. Bassanini, Andrea & Brunello, Giorgio, 2011. "Barriers to entry, deregulation and workplace training: A theoretical model with evidence from Europe," European Economic Review, Elsevier, vol. 55(8), pages 1152-1176.
    25. Miguel García-Posada Gómez, 2018. "Credit constraints, firms investment and growth evidence from survey data," Working Papers 1808, Banco de España.
    26. Lisa M. Lynch, 1994. "Training and the Private Sector: International Comparisons," NBER Books, National Bureau of Economic Research, Inc, number lync94-1.
    27. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    28. Bassanini, Andrea & Booth, Alison L. & Brunello, Giorgio & De Paola, Maria & Leuven, Edwin, 2005. "Workplace Training in Europe," IZA Discussion Papers 1640, Institute of Labor Economics (IZA).
    29. Gómez, Miguel García-Posada, 2018. "Credit constraints, firm investment and growth: evidence from survey data," Working Paper Series 2126, European Central Bank.
    30. Sørensen, Bent E & Kalemli-Özcan, Sebnem & Volosovych, Vadym & Villegas-Sanchez, Carolina & Yesiltas, Sevcan, 2015. "How to construct nationally representative firm level data from the ORBIS global database," CEPR Discussion Papers 10829, C.E.P.R. Discussion Papers.
    31. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    32. Boeri, Tito & Garibaldi, Pietro & Moen, Espen R., 2018. "Financial constraints in search equilibrium: Mortensen Pissarides meet Holmstrom and Tirole," Labour Economics, Elsevier, vol. 50(C), pages 144-155.
    33. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    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 & Wruuck, Patricia, 2020. "Employer provided training in Europe: Determinants and obstacles," EIB Working Papers 2020/03, European Investment Bank (EIB).

    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. 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.
    2. Andrés Rodríguez‐Pose & Roberto Ganau & Kristina Maslauskaite & Monica Brezzi, 2021. "Credit constraints, labor productivity, and the role of regional institutions: Evidence from manufacturing firms in Europe," Journal of Regional Science, Wiley Blackwell, vol. 61(2), pages 299-328, March.
    3. Malik, Muhammad Farhan & Nowland, John & Buckby, Sherrena, 2021. "Voluntary adoption of board risk committees and financial constraints risk," International Review of Financial Analysis, Elsevier, vol. 73(C).
    4. Coad, Alex, 2010. "Neoclassical vs evolutionary theories of financial constraints: Critique and prospectus," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 206-218, August.
    5. Brunello, Giorgio & Wruuck, Patricia, 2020. "Employer provided training in Europe: Determinants and obstacles," EIB Working Papers 2020/03, European Investment Bank (EIB).
    6. Gabriele Angori & David Aristei, 2020. "Heterogeneity and state dependence in firms’ access to credit: Microevidence from the euro area," SEEDS Working Papers 0220, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Feb 2020.
    7. John S Heywood & Uwe Jirjahn & Annika Pfister, 2020. "Product market competition and employer provided training in Germany," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(2), pages 533-556.
    8. repec:hal:wpspec:info:hdl:2441/6119 is not listed on IDEAS
    9. Patrick Musso & Stefano Schiavo, 2008. "The impact of financial constraints on firm survival and growth," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 135-149, April.
    10. Sasan Bakhtiari & Robert Breunig & Lisa Magnani & Jacquelyn Zhang, 2020. "Financial Constraints and Small and Medium Enterprises: A Review," The Economic Record, The Economic Society of Australia, vol. 96(315), pages 506-523, December.
    11. Milos Markovic & Michael A. Stemmer, 2017. "Firm Growth Dynamics and Financial Constraints: Evidence from Serbian Firms," Documents de travail du Centre d'Economie de la Sorbonne 17012, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    12. Schauer, Catharina & Elsas, Ralf & Breitkopf, Nikolas, 2019. "A new measure of financial constraints applicable to private and public firms," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 270-295.
    13. Christian Abele & Agnès Bénassy-Quéré & Lionel Fontagné, 2020. "One Size Does Not Fit All: TFP in the Aftermath of Financial Crises in Three European Countries," PSE Working Papers halshs-02883685, HAL.
    14. Steinbuks, J., 2008. "Financial constraints and firms' investment: results of a natural experiment measuring firm response to power interruption," Cambridge Working Papers in Economics 0844, Faculty of Economics, University of Cambridge.
    15. Laurens Cherchye & Bram De Rock & Annalisa Ferrando & Klaas Mulier & Marijn Verschelde, 2020. "Identifying Financial Constraints," Working Papers ECARES 2020-04, ULB -- Universite Libre de Bruxelles.
    16. Christos Bilanakos & Colin P. Green & John S. Heywood & Nikolaos Theodoropoulos, 2017. "Do Dominant Firms Provide More Training?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(1), pages 67-95, February.
    17. Lenzu, Simone & Manaresi, Francesco, 2018. "Do Marginal Products Differ from User Costs? Micro-Level Evidence from Italian Firms," Working Papers 276, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    18. Naeem, Kashif & Li, Matthew C., 2019. "Corporate investment efficiency: The role of financial development in firms with financing constraints and agency issues in OECD non-financial firms," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 53-68.
    19. repec:spo:wpecon:info:hdl:2441/6119 is not listed on IDEAS
    20. Simone Lenzu & Francesco Manaresi, 2019. "Sources and implications of resource misallocation: new evidence from firm-level marginal products and user costs," Questioni di Economia e Finanza (Occasional Papers) 485, Bank of Italy, Economic Research and International Relations Area.
    21. Anna M. Ferragina & Fernanda Mazzotta & Khalid Sekkat, 2016. "Financial constraints and productivity growth across the size spectrum: microeconomic evidence from Morocco," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 361-381, December.
    22. Bergbrant, Mikael C. & Hunter, Delroy M. & Kelly, Patrick J., 2018. "Rivals’ competitive activities, capital constraints, and firm growth," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 87-108.

    More about this item

    Keywords

    financing constraints; training; Europe;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp13067. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.