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The real effects of credit constraints: Evidence from discouraged borrowers

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  • Ferrando, Annalisa
  • Mulier, Klaas

Abstract

This paper analyzes the characteristics and behavior of discouraged borrowers. First, we show that, in the decision to apply for a bank loan or to be discouraged, firms trade-off their expected return on investment with the cost of borrowing (interest rate, opportunity cost, application cost) and their rejection likelihood. Second, we predict the approval likelihood of discouraged borrowers and find that a significant fraction would be able to get a bank loan if they would actually apply. Third, we exploit an exogenous legal change in Belgium that reduced firms’ loan application costs and find that this significantly reduced the probability of being discouraged for firms in Belgium relative to similar firms in Germany and France. Using this exogenous change in discouragement, we document strong negative effects of discouragement on investment, employment, and sales.

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  • Ferrando, Annalisa & Mulier, Klaas, 2022. "The real effects of credit constraints: Evidence from discouraged borrowers," Journal of Corporate Finance, Elsevier, vol. 73(C).
  • Handle: RePEc:eee:corfin:v:73:y:2022:i:c:s0929119922000141
    DOI: 10.1016/j.jcorpfin.2022.102171
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    1. Han, Liang & Fraser, Stuart & Storey, David J., 2009. "Are good or bad borrowers discouraged from applying for loans? Evidence from US small business credit markets," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 415-424, February.
    2. Martin Brown & Steven Ongena & Alexander Popov & Pinar Yeşin, 2011. "Who needs credit and who gets credit in Eastern Europe? [Interaction terms in logit and probit models]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(65), pages 93-130.
    3. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    4. 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.
    5. Kon, Y & Storey, D J, 2003. "A Theory of Discouraged Borrowers," Small Business Economics, Springer, vol. 21(1), pages 37-49, August.
    6. 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.
    7. 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.
    8. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    9. 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.
    10. Steven Ongena & Alexander Popov, 2016. "Gender Bias and Credit Access," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(8), pages 1691-1724, December.
    11. 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.
    12. Mayer, Chris & Piskorski, Tomasz & Tchistyi, Alexei, 2013. "The inefficiency of refinancing: Why prepayment penalties are good for risky borrowers," Journal of Financial Economics, Elsevier, vol. 107(3), pages 694-714.
    13. Beck, Thorsten & Degryse, Hans & De Haas, Ralph & van Horen, Neeltje, 2018. "When arm's length is too far: Relationship banking over the credit cycle," Journal of Financial Economics, Elsevier, vol. 127(1), pages 174-196.
    14. 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.
    15. Alexander Popov, 2016. "Monetary Policy, Bank Capital, and Credit Supply: A Role for Discouraged and Informally Rejected Firms," International Journal of Central Banking, International Journal of Central Banking, vol. 12(1), pages 95-141, March.
    16. Tullio Jappelli, 1990. "Who is Credit Constrained in the U. S. Economy?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(1), pages 219-234.
    17. Annalisa Ferrando & Klaas Mulier, 2015. "Firms’ Financing Constraints: Do Perceptions Match the Actual Situation?," The Economic and Social Review, Economic and Social Studies, vol. 46(1), pages 87-117.
    18. 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.
    19. Anastasiou, Dimitris & Kallandranis, Christos & Drakos, Konstantinos, 2022. "Borrower discouragement prevalence for Eurozone SMEs: Investigating the impact of economic sentiment," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 161-171.
    20. Ken S. Cavalluzzo, 2002. "Competition, Small Business Financing, and Discrimination: Evidence from a New Survey," The Journal of Business, University of Chicago Press, vol. 75(4), pages 641-680, October.
    21. Roberts, Michael R. & Sufi, Amir, 2009. "Renegotiation of financial contracts: Evidence from private credit agreements," Journal of Financial Economics, Elsevier, vol. 93(2), pages 159-184, August.
    22. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    23. Jie Gan, 2007. "The Real Effects of Asset Market Bubbles: Loan- and Firm-Level Evidence of a Lending Channel," Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1941-1973, November.
    24. Mac an Bhaird, Ciarán & Vidal, Javier Sanchez & Lucey, Brian, 2016. "Discouraged borrowers: Evidence for Eurozone SMEs," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 46-55.
    25. Mark Freel & Sara Carter & Stephen Tagg & Colin Mason, 2012. "The latent demand for bank debt: characterizing “discouraged borrowers”," Small Business Economics, Springer, vol. 38(4), pages 399-418, May.
    26. Tobias Berg, 2018. "Got Rejected? Real Effects of Not Getting a Loan," Review of Financial Studies, Society for Financial Studies, vol. 31(12), pages 4912-4957.
    27. repec:oup:ecpoli:v:26:y:2011:i:01:p:93-130 is not listed on IDEAS
    28. Gabriel Chodorow-Reich, "undated". "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-09 Financial Crisis," Working Paper 90811, Harvard University OpenScholar.
    29. Sugato Chakravarty & Tansel Yilmazer, 2009. "A Multistage Model of Loans and the Role of Relationships," Financial Management, Financial Management Association International, vol. 38(4), pages 781-816, December.
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    Cited by:

    1. Osei-Tutu, Francis & Weill, Laurent, 2023. "Individualism reduces borrower discouragement," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 370-385.
    2. Bertrand, Jérémie & Mazza, Paolo, 2022. "Borrowers’ discouragement and creditor information," International Review of Law and Economics, Elsevier, vol. 72(C).
    3. Durante, Elena & McGeever, Niall, 2022. "SME Credit Conditions in the Pandemic Recovery," Financial Stability Notes 2/FS/22, Central Bank of Ireland.
    4. Kallandranis, Christos & Anastasiou, Dimitrios & Drakos, Konstantinos, 2023. "Credit rationing prevalence for Eurozone firms," Journal of Business Research, Elsevier, vol. 158(C).
    5. Faccia, Donata & Hünnekes, Franziska & Köhler-Ulbrich, Petra, 2024. "What drives banks’ credit standards? An analysis based on a large bank-firm panel," Working Paper Series 2902, European Central Bank.
    6. David Aristei & Manuela Gallo, 2024. "Green management, access to credit, and firms’ vulnerability to the COVID-19 crisis," Small Business Economics, Springer, vol. 62(1), pages 179-211, January.
    7. Luca Fare & Marcus Dejardin & Eric Toulemonde, 2023. "Bankruptcy recovery rate and small businesses' innovation," DeFiPP Working Papers 2302, University of Namur, Development Finance and Public Policies.
    8. Bertrand, Jérémie & Delanghe, Marieke & Klein, Paul-Olivier, 2023. "Does relationship lending help firms to ask for credit? European cross-country evidence," Economic Modelling, Elsevier, vol. 124(C).

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    More about this item

    Keywords

    Discouraged borrowers; Determinants; Real effects; Natural experiment;
    All these keywords.

    JEL classification:

    • G00 - Financial Economics - - General - - - General
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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