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Estimating conditional treatment effects of EIB lending to SMEs in Europe

Author

Listed:
  • Alessandro Barbera
  • Áron Gereben
  • Marcin Wolski
Abstract
We estimate heterogeneous treatment effects of the EIB fnancial support on European firms between 2008 and 2015. The relevant control groups are created with propensity score matching and the effects are estimated in a difference-in-differences framework, controlling for firm-level and country-sector-year fixed effects. We find that the positive effects of EIB-supported lending on job creation and investments were larger for smaller and younger firms. Moreover, we find evidence that longer maturities and more advantageous loan pricing are associated with larger employment and investment effects, while no larger impact is observed for larger loan volumes. Overall, the results suggest that benefits of the EIB support are rather observed on an intensive, rather than on an extensive, margin.

Suggested Citation

  • Alessandro Barbera & Áron Gereben & Marcin Wolski, 2022. "Estimating conditional treatment effects of EIB lending to SMEs in Europe," BIS Working Papers 1006, Bank for International Settlements.
    • Handle: RePEc:bis:biswps:1006
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    1. Gutierrez, Eva & Rudolph, Heinz P. & Homa, Theodore & Beneit, Enrique Blanco, 2011. "Development banks : role and mechanisms to increase their efficiency," Policy Research Working Paper Series 5729, The World Bank.
    2. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    3. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    4. Levenson, Alec R & Willard, Kristen L, 2000. "Do Firms Get the Financing They Want? Measuring Credit Rationing Experienced by Small Business in the U.S," Small Business Economics, Springer, vol. 14(2), pages 83-94, March.
    5. Barbiero, Francesca & Popov, Alexander & Wolski, Marcin, 2020. "Debt overhang, global growth opportunities, and investment," Journal of Banking & Finance, Elsevier, vol. 120(C).
    6. Ryan, Robert M. & O’Toole, Conor M. & McCann, Fergal, 2014. "Does bank market power affect SME financing constraints?," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 495-505.
    7. Stephany Griffith-Jones & Jose Antonio Ocampo & Felipe Rezende & Alfredo Schclarek & Michael Brei, 2017. "The future of national development banks (国家开发性银行的未来, published in mandarin)," Post-Print hal-01612249, HAL.
    8. Iyer, Rajkamal & Da-Rocha-Lopes, Samuel & Peydró, José-Luis & Schoar, Antoinette, 2014. "Interbank Liquidity Crunch and the Firm Credit Crunch: Evidence from the 2007-2009 Crisis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(1), pages 347-372.
    9. Augusto de la Torre & Juan Carlos Gozzi & Sergio L. Schmukler, 2017. "Innovative Experiences in Access to Finance," World Bank Publications - Books, The World Bank Group, number 27529.
    10. Brault, Julien & Signore, Simone, 2019. "The real effects of EU loan guarantee schemes for SMEs: A pan-European assessment," EIF Working Paper Series 2019/56, European Investment Fund (EIF).
    11. Pierfederico Asdrubali & Simone Signore, 2015. "The Economic Impact of EU Guarantees on Credit to SMEs Evidence from CESEE Countries," European Economy - Discussion Papers 002, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    12. Jason Abrevaya & Yu-Chin Hsu & Robert P. Lieli, 2015. "Estimating Conditional Average Treatment Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 485-505, October.
    13. Teresa C Fort & John Haltiwanger & Ron S Jarmin & Javier Miranda, 2013. "How Firms Respond to Business Cycles: The Role of Firm Age and Firm Size," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 520-559, August.
    14. Gambacorta, Leonardo & Shin, Hyun Song, 2018. "Why bank capital matters for monetary policy," Journal of Financial Intermediation, Elsevier, vol. 35(PB), pages 17-29.
    15. Bremus, Franziska & Neugebauer, Katja, 2018. "Reduced cross-border lending and financing costs of SMEs," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 80, pages 35-58.
    16. Canton, E.J.F. & Grilo, I. & Monteagudo, J. & van der Zwan, P.W., 2012. "Perceived credit constraints in the European Union," ERIM Report Series Research in Management ERS-2010-001-ORG, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    17. Anginer, Deniz & de la Torre, Augusto & Ize, Alain, 2011. "Risk absorption by the state: when is it good public policy ?," Policy Research Working Paper Series 5893, The World Bank.
    18. J. David Brown & John S. Earle, 2017. "Finance and Growth at the Firm Level: Evidence from SBA Loans," Journal of Finance, American Finance Association, vol. 72(3), pages 1039-1080, June.
    19. Michael Brei & Stephany Griffith-Jones & Jose Antonio Ocampo & Felipe Rezende & Alfredo Schclarek, 2017. "The Future of National Development Banks: Introduction," Post-Print hal-01589233, HAL.
    20. Brown, J. David & Earle, John S. & Morgulis, Yana, 2015. "Job Creation, Small vs. Large vs. Young, and the SBA," IZA Discussion Papers 9489, Institute of Labor Economics (IZA).
    21. Oecd, 2006. "The SME Financing Gap: Theory and Evidence," Financial Market Trends, OECD Publishing, vol. 2006(2), pages 89-97.
    22. Karen Geurts, 2016. "Longitudinal firm-level data: problems and solutions," Small Business Economics, Springer, vol. 46(3), pages 425-445, March.
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    More about this item

    Keywords

    SMEs; EIB; intermediated loans; impact assessment; conditional treatment effects; difference-in- differences.;
    All these keywords.

    JEL classification:

    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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