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Defaults in bank loans to SMEs during the financial crisis

Author

Listed:
  • Fábio Dias Duarte

    (IPP-ESTG & NECE)

  • Ana Paula Matias Gama

    (UBI & NECE)

  • Mohamed Azzim Gulamhussen

    (ISCTE-IUL Business School & Vlerick Business School)

Abstract

We investigate the role of (business) collateral and (personal) guarantees alongside small and medium enterprise (SME), lending bank and loan characteristics, macroeconomic conditions, sectors, and geographic locations while controlling for unobserved time effects in predicting default at the peak of the financial crisis. First, we find a positive relation between collateral and default, and a negative relation between guarantees and default. Second, we find a negative relation between the joint influence of collateral and high credit score, and a positive relation between the joint influence of collateral and low credit score and default. We also find a negative relation between the joint influence of guarantees and high credit score. These findings are relevant for SME policies aimed at facilitating access to credit, reducing the cost of borrowing, and decreasing default; risk management of banks; and the application of theories of financial economics in the context of a financial crisis.

Suggested Citation

  • Fábio Dias Duarte & Ana Paula Matias Gama & Mohamed Azzim Gulamhussen, 2018. "Defaults in bank loans to SMEs during the financial crisis," Small Business Economics, Springer, vol. 51(3), pages 591-608, October.
    • Handle: RePEc:kap:sbusec:v:51:y:2018:i:3:d:10.1007_s11187-017-9944-9
    DOI: 10.1007/s11187-017-9944-9
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    1. Bhimani, Alnoor & Ncube, Mthuli, 2006. "Virtual integration costs and the limits of supply chain scalability," Journal of Accounting and Public Policy, Elsevier, vol. 25(4), pages 390-408.
    2. Arito Ono & Iichiro Uesugi, 2009. "Role of Collateral and Personal Guarantees in Relationship Lending: Evidence from Japan's SME Loan Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(5), pages 935-960, August.
    3. Tor Jacobson & Jesper Lindé & Kasper Roszbach, 2005. "Credit Risk Versus Capital Requirements under Basel II: Are SME Loans and Retail Credit Really Different?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 28(1), pages 43-75, October.
    4. Giovanni Butera & Robert Faff, 2006. "An integrated multi-model credit rating system for private firms," Review of Quantitative Finance and Accounting, Springer, vol. 27(3), pages 311-340, November.
    5. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    6. Avery, Robert B. & Bostic, Raphael W. & Samolyk, Katherine A., 1998. "The role of personal wealth in small business finance," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 1019-1061, August.
    7. Menkhoff, Lukas & Neuberger, Doris & Rungruxsirivorn, Ornsiri, 2012. "Collateral and its substitutes in emerging markets’ lending," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 817-834.
    8. James S. Ang & James Wuh Lin & Floyd Tyler, 1995. "Evidence on the Lack of Separation between Business and Personal Risks among Small Businesses," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 4(2), pages 197-210, Fall.
    9. 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.
    10. Bartoli, Francesca & Ferri, Giovanni & Murro, Pierluigi & Rotondi, Zeno, 2013. "Bank–firm relations and the role of Mutual Guarantee Institutions at the peak of the crisis," Journal of Financial Stability, Elsevier, vol. 9(1), pages 90-104.
    11. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    12. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-855, September.
    13. Jens Grunert & Lars Norden, 2012. "Bargaining power and information in SME lending," Small Business Economics, Springer, vol. 39(2), pages 401-417, September.
    14. 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.
    15. World Bank, 2017. "World Development Indicators 2017," World Bank Publications - Books, The World Bank Group, number 26447.
    16. Voordeckers, Wim & Steijvers, Tensie, 2006. "Business collateral and personal commitments in SME lending," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 3067-3086, November.
    17. Stulz, ReneM. & Johnson, Herb, 1985. "An analysis of secured debt," Journal of Financial Economics, Elsevier, vol. 14(4), pages 501-521, December.
    18. William Derban & Jane Binner & Andy Mullineux, 2005. "Loan Repayment Performance in Community Development Finance Institutions in the UK," Small Business Economics, Springer, vol. 25(4), pages 319-332, November.
    19. Laitinen, Erkki K., 1992. "Prediction of failure of a newly founded firm," Journal of Business Venturing, Elsevier, vol. 7(4), pages 323-340, July.
    20. Chan, Yuk-Shee & Kanatas, George, 1985. "Asymmetric Valuations and the Role of Collateral in Loan Agreements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 84-95, February.
    21. Westgaard, Sjur & van der Wijst, Nico, 2001. "Default probabilities in a corporate bank portfolio: A logistic model approach," European Journal of Operational Research, Elsevier, vol. 135(2), pages 338-349, December.
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    5. Carmen Gallucci & Rosalia Santullli & Michele Modina & Vincenzo Formisano, 2023. "Financial ratios, corporate governance and bank-firm information: a Bayesian approach to predict SMEs’ default," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(3), pages 873-892, September.
    6. Modina, Michele & Pietrovito, Filomena & Gallucci, Carmen & Formisano, Vincenzo, 2023. "Predicting SMEs’ default risk: Evidence from bank-firm relationship data," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 254-268.
    7. Mohammad S. Uddin & Guotai Chi & Mazin A. M. Al Janabi & Tabassum Habib, 2022. "Leveraging random forest in micro‐enterprises credit risk modelling for accuracy and interpretability," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3713-3729, July.
    8. Marc Cowling & Susan Marlow & Weixi Liu, 2020. "Gender and bank lending after the global financial crisis: are women entrepreneurs safer bets?," Small Business Economics, Springer, vol. 55(4), pages 853-880, December.
    9. Francesco Ciampi & Alessandro Giannozzi & Giacomo Marzi & Edward I. Altman, 2021. "Rethinking SME default prediction: a systematic literature review and future perspectives," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(3), pages 2141-2188, March.
    10. Salvador Contreras & Manthos D. Delis & Amit Ghosh & Iftekhar Hasan, 2022. "Bank failures, local business dynamics, and government policy," Small Business Economics, Springer, vol. 58(4), pages 1823-1851, April.
    11. Elham Mohammad Alhaj Yousef & Eman Abdel Khalik Fseifes, 2022. "The Performance of Selected Listed Firms in Jordan Between Two Crises," International Journal of Economics and Financial Issues, Econjournals, vol. 12(3), pages 1-9, May.
    12. Caselli, Stefano & Corbetta, Guido & Cucinelli, Doriana & Rossolini, Monica, 2021. "A survival analysis of public guaranteed loans: Does financial intermediary matter?," Journal of Financial Stability, Elsevier, vol. 54(C).
    13. Dennis Bams & Magdalena Pisa & Christian C. P. Wolff, 2021. "Spillovers to small business credit risk," Small Business Economics, Springer, vol. 57(1), pages 323-352, June.
    14. Fábio Dias Duarte & Ana Paula Matias Gama & Mohamed Azzim Gulamhussen, 2020. "Credit risk, owner liability, and bank loan maturities during the global financial crisis," European Financial Management, European Financial Management Association, vol. 26(3), pages 628-683, June.
    15. Eggers, Fabian, 2020. "Masters of disasters? Challenges and opportunities for SMEs in times of crisis," Journal of Business Research, Elsevier, vol. 116(C), pages 199-208.
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    More about this item

    Keywords

    Corporate financing decisions; Financial crisis; Government policy and regulation; Banks;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • G01 - Financial Economics - - General - - - Financial Crises
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G20 - Financial Economics - - Financial Institutions and Services - - - General

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