IDEAS home Printed from https://ideas.repec.org/a/kap/sbusec/v60y2023i3d10.1007_s11187-022-00620-x.html
   My bibliography  Save this article

Assessing the impact of the EIB’s intermediated lending to SMEs during funding shocks

Author

Listed:
  • Raschid Amamou

    (European Central Bank)

  • Áron Gereben

    (European Investment Bank)

  • Marcin Wolski

    (European Investment Bank)

Abstract

We look at the impact of intermediated funding provided by the European Investment Bank (EIB) on the performance of small- and medium-sized enterprises (SMEs) in the European Union between 2008 and 2014 — the Great Financial Crisis (GFC) and its aftermath. We use a combination of propensity score matching and difference-in-differences to evaluate the impact of EIB-supported credit on corporate performance using firm-level data. We find that access to EIB-supported funding had a positive effect on employment and investment in beneficiary firms. This positive effect was stronger in those countries where banks have traditionally relied more strongly on non-core liabilities, such as interbank funding. All in all, our results indicate that EIB-supported funding made a significant and positive difference to the economic and financial performance of the beneficiary SMEs in the aftermath of the Great Financial Crisis.

Suggested Citation

  • Raschid Amamou & Áron Gereben & Marcin Wolski, 2023. "Assessing the impact of the EIB’s intermediated lending to SMEs during funding shocks," Small Business Economics, Springer, vol. 60(3), pages 975-1007, March.
    • Handle: RePEc:kap:sbusec:v:60:y:2023:i:3:d:10.1007_s11187-022-00620-x
    DOI: 10.1007/s11187-022-00620-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11187-022-00620-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11187-022-00620-x?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 search for a different version of it.

    References listed on IDEAS

    as
    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. Boeckx, Jef & de Sola Perea, Maite & Peersman, Gert, 2020. "The transmission mechanism of credit support policies in the euro area," European Economic Review, Elsevier, vol. 124(C).
    3. Annalisa Ferrando & Alexander Popov & Gregory F. Udell, 2019. "Do SMEs Benefit from Unconventional Monetary Policy and How? Microevidence from the Eurozone," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(4), pages 895-928, June.
    4. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    5. repec:zbw:bofrdp:2019_007 is not listed on IDEAS
    6. Inha Oh & Jeong-Dong Lee & Almas Heshmati & Gyoung-Gyu Choi, 2009. "Evaluation of credit guarantee policy using propensity score matching," Small Business Economics, Springer, vol. 33(3), pages 335-351, October.
    7. Olena Havrylchyk, 2016. "Incentivising Lending to Smes with the Funding for Lending Scheme: Some Evidence from Bank-Level Data in the United Kingdom," EconomiX Working Papers 2016-24, University of Paris Nanterre, EconomiX.
    8. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    9. Marcela Eslava & Xavier Freixas, 2021. "Public Development Banks and Credit Market Imperfections," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(5), pages 1121-1149, August.
    10. Ferrando, Annalisa & Wolski, Marcin, 2018. "Investment of financially distressed firms: The role of trade credit," EIB Working Papers 2018/04, European Investment Bank (EIB).
    11. Daniel Paravisini, 2008. "Local Bank Financial Constraints and Firm Access to External Finance," Journal of Finance, American Finance Association, vol. 63(5), pages 2161-2193, October.
    12. Chabé-Ferret, Sylvain, 2017. "Should We Combine Difference In Differences with Conditioning on Pre-Treatment Outcomes?," TSE Working Papers 17-824, Toulouse School of Economics (TSE).
    13. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    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. Joon-Ho Hahm & Hyun Song Shin & Kwanho Shin, 2013. "Noncore Bank Liabilities and Financial Vulnerability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45, pages 3-36, August.
    16. Olivier De Jonghe & Hans Dewachter & Klaas Mulier & Steven Ongena & Glenn Schepens, 2020. "Some Borrowers Are More Equal than Others: Bank Funding Shocks and Credit Reallocation [A theory of systemic risk and design of prudential bank regulation]," Review of Finance, European Finance Association, vol. 24(1), pages 1-43.
    17. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    18. 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.
    19. 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.
    20. 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.
    21. Asdrubali, Pierfederico & Signore, Simone, 2015. "The Economic Impact of EU Guarantees on Credit to SMEs – Evidence from CESEE Countries," EIF Working Paper Series 2015/29, European Investment Fund (EIF).
    22. Philipp Schnabl, 2012. "The International Transmission of Bank Liquidity Shocks: Evidence from an Emerging Market," Journal of Finance, American Finance Association, vol. 67(3), pages 897-932, June.
    23. Leo de Haan & Jan Willem van den End & Philip Vermeulen, 2017. "Lenders on the storm of wholesale funding shocks: saved by the central bank?," Applied Economics, Taylor & Francis Journals, vol. 49(46), pages 4679-4703, October.
    24. Barattieri, Alessandro & Moretti, Laura & Quadrini, Vincenzo, 2021. "Banks funding, leverage, and investment," Journal of Financial Economics, Elsevier, vol. 141(1), pages 148-171.
    25. Ikeda, Daisuke, 2020. "Adverse selection, lemons shocks and business cycles," Journal of Monetary Economics, Elsevier, vol. 115(C), pages 94-112.
    26. Barbiero, Francesca & Popov, Alexander & Wolski, Marcin, 2020. "Debt overhang, global growth opportunities, and investment," Journal of Banking & Finance, Elsevier, vol. 120(C).
    27. Garcia-Appendini, Emilia & Montoriol-Garriga, Judit, 2013. "Firms as liquidity providers: Evidence from the 2007–2008 financial crisis," Journal of Financial Economics, Elsevier, vol. 109(1), pages 272-291.
    28. Francesca Cassano & Karin Jõeveer & Jan Svejnar, 2013. "Cash flow vs. collateral-based credit," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 21(2), pages 269-300, April.
    29. Karen Geurts, 2016. "Longitudinal firm-level data: problems and solutions," Small Business Economics, Springer, vol. 46(3), pages 425-445, March.
    30. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    31. 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.
    32. 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.
    33. Dwight M. Jaffee & Thomas Russell, 1976. "Imperfect Information, Uncertainty, and Credit Rationing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 651-666.
    34. Santiago Carbó‐Valverde & Francisco Rodríguez‐Fernández & Gregory F. Udell, 2016. "Trade Credit, the Financial Crisis, and SME Access to Finance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(1), pages 113-143, February.
    Full references (including those not matched with items on IDEAS)

    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. Amamou, Raschid & Gereben, Áron & Wolski, Marcin, 2020. "Making a difference: Assessing the impact of the EIB's funding to SMEs," EIB Working Papers 2020/04, European Investment Bank (EIB).
    2. 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.
    3. Horvath, Akos & Lang, Peter, 2021. "Do loan subsidies boost the real activity of small firms?," Journal of Banking & Finance, Elsevier, vol. 122(C).
    4. Gereben, Áron & Rop, Anton & Petriček, Matic & Winkler, Adalbert, 2019. "The impact of international financial institutions on small and medium enterprises: The case of EIB lending in Central and Eastern Europe," EIB Working Papers 2019/09, European Investment Bank (EIB).
    5. Rhys Bidder & John Krainer & Adam Shapiro, 2021. "De-leveraging or de-risking? How banks cope with loss," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 100-127, January.
    6. Rhys Bidder & John Krainer & Adam Shapiro, 2021. "De-leveraging or de-risking? How banks cope with loss," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 100-127, January.
    7. Ferrando, Annalisa & Popov, Alexander & Udell, Gregory F., 2017. "Sovereign stress and SMEs’ access to finance: Evidence from the ECB's SAFE survey," Journal of Banking & Finance, Elsevier, vol. 81(C), pages 65-80.
    8. Ozan Güler & Mike Mariathasan & Klaas Mulier & Nejat G. Okatan, 2021. "The real effects of banks' corporate credit supply: A literature review," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1252-1285, July.
    9. Dvouletý Ondřej & Čadil Jan & Mirošník Karel, 2019. "Do Firms Supported by Credit Guarantee Schemes Report Better Financial Results 2 Years After the End of Intervention?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(1), pages 1-20, January.
    10. Chatzouz, Moustafa & Gereben, Áron & Lang, Frank & Torfs, Wouter, 2017. "Credit guarantee schemes for SME lending in Western Europe," EIB Working Papers 2017/02, European Investment Bank (EIB).
    11. Guler, Ozan & Mariathasan, Mike & Mulier, Klaas & Okatan, Nejat G., 2019. "The Real Effects of Credit Supply: Review, Synthesis, and Future Directions," MPRA Paper 96542, University Library of Munich, Germany.
    12. Bonfim, Diana & Custódio, Cláudia & Raposo, Clara, 2023. "Supporting small firms through recessions and recoveries," Journal of Financial Economics, Elsevier, vol. 147(3), pages 658-688.
    13. Ondřej Dvouletý, 2017. "Effects of Soft Loans and Credit Guarantees on Performance of Supported Firms: Evidence from the Czech Public Programme START," Sustainability, MDPI, vol. 9(12), pages 1-17, December.
    14. van Holle, Frederiek, 2017. "Essays in empirical finance and monetary policy," Other publications TiSEM 30d11a4b-7bc9-4c81-ad24-5, Tilburg University, School of Economics and Management.
    15. Amina Ika Micah, 2022. "Three essays on access to credit and financial shock in Nigeria," Economics PhD Theses 0422, Department of Economics, University of Sussex Business School.
    16. Isha Agrawal & Rupa Duttagupta & Mr. Andrea F Presbitero, 2017. "International Commodity Prices and Domestic Bank Lending in Developing Countries," IMF Working Papers 2017/279, International Monetary Fund.
    17. Allen N. Berger & Tanakorn Makaew & Ms. Rima A Turk, 2018. "Who Pays for Financial Crises? Price and Quantity Rationing of Different Borrowers by Domestic and Foreign Banks," IMF Working Papers 2018/158, International Monetary Fund.
    18. William Mullins & Patricio Toro, 2018. "Credit Guarantees and New Bank Relationships," Working Papers Central Bank of Chile 820, Central Bank of Chile.
    19. Chakraborty, Indraneel & Goldstein, Itay & MacKinlay, Andrew, 2020. "Monetary stimulus and bank lending," Journal of Financial Economics, Elsevier, vol. 136(1), pages 189-218.
    20. Raffaella Calabrese & Claudia Girardone & Alex Sclip, 2021. "Financial fragmentation and SMEs’ access to finance," Small Business Economics, Springer, vol. 57(4), pages 2041-2065, December.

    More about this item

    Keywords

    SMEs; Access to finance; International financial institutions; Funding shocks;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

    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:kap:sbusec:v:60:y:2023:i:3:d:10.1007_s11187-022-00620-x. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.