IDEAS home Printed from https://ideas.repec.org/p/zbw/bofrdp/rdp2019_004.html
   My bibliography  Save this paper

Model-based regulation and firms' access to finance

Author

Listed:
  • Tuuli, Saara

Abstract

This paper investigates the impact of the model-based approach to bank capital regulation (i.e. the Internal Ratings Based Approach; IRBA) on firms' access to finance. A difference-in-differences methodology is used given that the IRBA, introduced as part of Basel II, was adopted by different banks in different times. The results suggest that firms indirectly affected by the new regulation via their main bank adopting the IRBA faced a 6-7 percentage point higher probability of facing a deterioration in their access to finance. When the sample is adjusted for the demand for credit, this estimate increases to 12-13 percentage points. The impact is found to come via increases in the cost of credit and to a smaller extent, reductions in the volume or size of loans. Around three-quarters of the effect is attributed to the sensitivity of the IRBA capital requirements to economic conditions, with adopting banks also found to specialize in low-risk lending.

Suggested Citation

  • Tuuli, Saara, 2019. "Model-based regulation and firms' access to finance," Bank of Finland Research Discussion Papers 4/2019, Bank of Finland.
  • Handle: RePEc:zbw:bofrdp:rdp2019_004
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/212438/1/bof-rdp2019-004.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hakenes, Hendrik & Schnabel, Isabel, 2011. "Bank size and risk-taking under Basel II," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1436-1449, June.
    2. Heid, Frank, 2007. "The cyclical effects of the Basel II capital requirements," Journal of Banking & Finance, Elsevier, vol. 31(12), pages 3885-3900, December.
    3. 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.
    4. Benjamin Cohen, 2013. "How have banks adjusted to higher capital requirements?," BIS Quarterly Review, Bank for International Settlements, September.
    5. Benetton, Matteo & Eckley, Peter & Garbarino, Nicola & Kirwin, Liam & Latsi, Georgia, 2021. "Capital requirements and mortgage pricing: Evidence from Basel II," Journal of Financial Intermediation, Elsevier, vol. 48(C).
    6. Gordy, Michael B. & Howells, Bradley, 2006. "Procyclicality in Basel II: Can we treat the disease without killing the patient?," Journal of Financial Intermediation, Elsevier, vol. 15(3), pages 395-417, July.
    7. Ippolito, Filippo & Peydró, José-Luis & Polo, Andrea & Sette, Enrico, 2016. "Double bank runs and liquidity risk management," Journal of Financial Economics, Elsevier, vol. 122(1), pages 135-154.
    8. Peek, Joe & Rosengren, Eric S, 1997. "The International Transmission of Financial Shocks: The Case of Japan," American Economic Review, American Economic Association, vol. 87(4), pages 495-505, September.
    9. Ippolito, Filippo & Peydró, José-Luis & Polo, Andrea & Sette, Enrico, 2016. "Double bank runs and liquidity risk management," Journal of Financial Economics, Elsevier, vol. 122(1), pages 135-154.
    10. De Marco, Filippo & Kneer, Christiane & Wieladek, Tomasz, 2021. "The real effects of capital requirements and monetary policy: Evidence from the United Kingdom," Journal of Banking & Finance, Elsevier, vol. 133(C).
    11. Puri, Manju & Rocholl, Jörg & Steffen, Sascha, 2011. "Global retail lending in the aftermath of the US financial crisis: Distinguishing between supply and demand effects," Journal of Financial Economics, Elsevier, vol. 100(3), pages 556-578, June.
    12. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    13. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    14. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    15. Edward Altman & Gabriele Sabato, 2005. "Effects of the New Basel Capital Accord on Bank Capital Requirements for SMEs," Journal of Financial Services Research, Springer;Western Finance Association, vol. 28(1), pages 15-42, October.
    16. Levine, Ross, 2002. "Bank-Based or Market-Based Financial Systems: Which Is Better?," Journal of Financial Intermediation, Elsevier, vol. 11(4), pages 398-428, October.
    17. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    18. Markus Behn & Rainer Haselmann & Paul Wachtel, 2016. "Procyclical Capital Regulation and Lending," Journal of Finance, American Finance Association, vol. 71(2), pages 919-956, April.
    19. Matteo Ciccarelli & Angela Maddaloni & Jose Luis Peydro, 2015. "Trusting the Bankers: A New Look at the Credit Channel of Monetary Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 979-1002, October.
    20. Repullo, Rafael & Suarez, Javier, 2004. "Loan pricing under Basel capital requirements," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 496-521, October.
    21. Henri Fraisse & Mathias Lé & David Thesmar, 2020. "The Real Effects of Bank Capital Requirements," Management Science, INFORMS, vol. 66(1), pages 5-23, January.
    22. Peek, Joe & Rosengren, Eric, 1995. "The Capital Crunch: Neither a Borrower nor a Lender Be," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(3), pages 625-638, August.
    23. Blaes, Barno, 2011. "Bank-related loan supply factors during the crisis: An analysis based on the German bank lending survey," Discussion Paper Series 1: Economic Studies 2011,31, Deutsche Bundesbank.
    24. 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.
    25. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    26. Kremp, Elizabeth & Sevestre, Patrick, 2013. "Did the crisis induce credit rationing for French SMEs?," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3757-3772.
    27. Bernanke, Ben S, 1983. "Nonmonetary Effects of the Financial Crisis in Propagation of the Great Depression," American Economic Review, American Economic Association, vol. 73(3), pages 257-276, June.
    28. 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.
    29. Anil K. Kashyap & Jeremy C. Stein, 2004. "Cyclical implications of the Basel II capital standards," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 28(Q I), pages 18-31.
    30. Bertrand Rime, 2005. "Will Basel II Lead to a Specialization of Unsophisticated Banks on High‐Risk Borrowers?," International Finance, Wiley Blackwell, vol. 8(1), pages 29-55, March.
    31. Degryse, Hans & De Jonghe, Olivier & Jakovljević, Sanja & Mulier, Klaas & Schepens, Glenn, 2019. "Identifying credit supply shocks with bank-firm data: Methods and applications," Journal of Financial Intermediation, Elsevier, vol. 40(C).
    32. Herrala, Risto, 2014. "Forward-looking reaction to bank regulation," Working Paper Series 1645, European Central Bank.
    33. Jesús Saurina & Carlos Trucharte, 2004. "The Impact of Basel II on Lending to Small- and Medium-Sized Firms: A Regulatory Policy Assessment Based on Spanish Credit Register Data," Journal of Financial Services Research, Springer;Western Finance Association, vol. 26(2), pages 121-144, October.
    34. Del Giovane, Paolo & Eramo, Ginette & Nobili, Andrea, 2011. "Disentangling demand and supply in credit developments: A survey-based analysis for Italy," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2719-2732, October.
    35. Degryse, Hans & Kim, Moshe & Ongena, Steven, 2009. "Microeconometrics of Banking Methods, Applications, and Results," OUP Catalogue, Oxford University Press, number 9780195340471.
    36. International Monetary Fund, 2016. "Finland: Financial System Stability Assessment," IMF Staff Country Reports 2016/370, International Monetary Fund.
    37. van der Veer, Koen J.M. & Hoeberichts, Marco M., 2016. "The level effect of bank lending standards on business lending," Journal of Banking & Finance, Elsevier, vol. 66(C), pages 79-88.
    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. repec:zbw:bofrdp:2019_004 is not listed on IDEAS
    2. Tuuli, Saara, 2019. "Model-based regulation and firms' access to finance," Research Discussion Papers 4/2019, Bank of Finland.
    3. Markus Behn & Rainer Haselmann & Paul Wachtel, 2016. "Procyclical Capital Regulation and Lending," Journal of Finance, American Finance Association, vol. 71(2), pages 919-956, April.
    4. Ricci, Lorenzo & Soggia, Giovanni & Trimarchi, Lorenzo, 2023. "The impact of bank lending standards on credit to firms," Journal of Banking & Finance, Elsevier, vol. 152(C).
    5. Albertazzi, Ugo & Barbiero, Francesca & Marqués-Ibáñez, David & Popov, Alexander & Rodriguez d’Acri, Costanza & Vlassopoulos, Thomas, 2020. "Monetary policy and bank stability: the analytical toolbox reviewed," Working Paper Series 2377, European Central Bank.
    6. 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.
    7. Dal Borgo, Mariela, 2022. "Internal models for deposits: Effects on banks' capital and interest rate risk of assets," Journal of Banking & Finance, Elsevier, vol. 135(C).
    8. Lorenzo Burlon & Davide Fantino & Andrea Nobili & Gabriele Sene, 2016. "The quantity of corporate credit rationing with matched bank-firm data," Temi di discussione (Economic working papers) 1058, Bank of Italy, Economic Research and International Relations Area.
    9. Andrea Orame, 2020. "The role of bank supply in the Italian credit market: evidence from a new regional survey," Temi di discussione (Economic working papers) 1279, Bank of Italy, Economic Research and International Relations Area.
    10. Balduzzi, Pierluigi & Brancati, Emanuele & Schiantarelli, Fabio, 2018. "Financial markets, banks’ cost of funding, and firms’ decisions: Lessons from two crises," Journal of Financial Intermediation, Elsevier, vol. 36(C), pages 1-15.
    11. Ongena, Steven & Peydró, José-Luis & Horen, Neeltje van, 2015. "Shocks Abroad, Pain at Home? Bank-Firm Level Evidence on the International Transmission of Financial Shocks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 63(4), pages 698-750.
    12. 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.
    13. Barbieri, Claudio & Couaillier, Cyril & Perales, Cristian & Rodriguez d’Acri, Costanza, 2022. "Informing macroprudential policy choices using credit supply and demand decompositions," Working Paper Series 2702, European Central Bank.
    14. Degryse, Hans & Matthews, Kent & Zhao, Tianshu, 2018. "SMEs and access to bank credit: Evidence on the regional propagation of the financial crisis in the UK," Journal of Financial Stability, Elsevier, vol. 38(C), pages 53-70.
    15. Carlo Altavilla & Miguel Boucinha & Sarah Holton & Steven Ongena, 2021. "Credit Supply and Demand in Unconventional Times," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(8), pages 2071-2098, December.
    16. Alessandri, Piergiorgio & Bottero, Margherita, 2020. "Bank lending in uncertain times," European Economic Review, Elsevier, vol. 128(C).
    17. Ippolito, Filippo & Peydró, José-Luis & Polo, Andrea & Sette, Enrico, 2016. "Double bank runs and liquidity risk management," Journal of Financial Economics, Elsevier, vol. 122(1), pages 135-154.
    18. Paul Pelzl & María Teresa Valderrama, 2019. "Capital regulations and the management of credit commitments during crisis times," DNB Working Papers 661, Netherlands Central Bank, Research Department.
    19. Ongena, S. & Popov, A. & Udell, G.F., 2011. "Bank Risk-Taking Abroad : Does Home-Country Regulation and Supervision Matter," Other publications TiSEM 5396c9d5-242f-4681-b8b9-5, Tilburg University, School of Economics and Management.
    20. Benetton, Matteo & Eckley, Peter & Garbarino, Nicola & Kirwin, Liam & Latsi, Georgia, 2021. "Capital requirements and mortgage pricing: Evidence from Basel II," Journal of Financial Intermediation, Elsevier, vol. 48(C).
    21. Ines Drumond, 2009. "Bank Capital Requirements, Business Cycle Fluctuations And The Basel Accords: A Synthesis," Journal of Economic Surveys, Wiley Blackwell, vol. 23(5), pages 798-830, December.

    More about this item

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • D25 - Microeconomics - - Production and Organizations - - - Intertemporal Firm Choice: Investment, Capacity, and Financing
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers

    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:zbw:bofrdp:rdp2019_004. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/bofgvfi.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.