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Estimating the relationship between collateral and interest rate: A comparison of methods

Author

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  • Bellucci, Andrea
  • Borisov, Alexander
  • Giombini, Germana
  • Zazzaro, Alberto

Abstract

This paper uses a variety of estimation methods to explore the empirical relationship between interest rate and collateral requirements in bank loan contracts. Methods that do not allow for endogenous contract terms detect a positive reciprocal association between interest rate and collateral. Methods that allow for endogenous contract terms point to a strong positive effect of interest rate on collateral but the effect of collateral on interest rate is weaker. This highlights the importance of incorporating the endogenous nature of contract terms in empirical work.

Suggested Citation

  • Bellucci, Andrea & Borisov, Alexander & Giombini, Germana & Zazzaro, Alberto, 2021. "Estimating the relationship between collateral and interest rate: A comparison of methods," Finance Research Letters, Elsevier, vol. 43(C).
    • Handle: RePEc:eee:finlet:v:43:y:2021:i:c:s154461232100043x
    DOI: 10.1016/j.frl.2021.101962
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    1. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    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. Giorgio Calcagnini & Fabio Farabullini & Germana Giombini, 2014. "The impact of guarantees on bank loan interest rates," Applied Financial Economics, Taylor & Francis Journals, vol. 24(6), pages 397-412, March.
    4. Hans Degryse & Vasso Ioannidou & José María Liberti & Jason Sturgess, 2020. "How Do Laws and Institutions Affect Recovery Rates for Collateral?," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(1), pages 1-43.
    5. Degryse, Hans & Van Cayseele, Patrick, 2000. "Relationship Lending within a Bank-Based System: Evidence from European Small Business Data," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 90-109, January.
    6. Bellucci, Andrea & Borisov, Alexander & Zazzaro, Alberto, 2013. "Do banks price discriminate spatially? Evidence from small business lending in local credit markets," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4183-4197.
    7. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    8. Hollander, Stephan & Verriest, Arnt, 2016. "Bridging the gap: the design of bank loan contracts and distance," Journal of Financial Economics, Elsevier, vol. 119(2), pages 399-419.
    9. Luca Papi & Emma Sarno & Alberto Zazzaro, 2017. "The geographical network of bank organizations: issues and evidence for Italy," Chapters, in: Ron Martin & Jane Pollard (ed.), Handbook on the Geographies of Money and Finance, chapter 8, pages 156-196, Edward Elgar Publishing.
    10. Brick, Ivan E. & Palia, Darius, 2007. "Evidence of jointness in the terms of relationship lending," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 452-476, July.
    11. Ron Martin & Jane Pollard (ed.), 2017. "Handbook on the Geographies of Money and Finance," Books, Edward Elgar Publishing, number 16607.
    12. Harhoff, Dietmar & Korting, Timm, 1998. "Lending relationships in Germany - Empirical evidence from survey data," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1317-1353, October.
    13. Dennis, Steven & Nandy, Debarshi & Sharpe, Lan G., 2000. "The Determinants of Contract Terms in Bank Revolving Credit Agreements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(1), pages 87-110, March.
    14. Harhoff, Dietmar & Körting, Timm, 1998. "Lending Relationships in Germany: Empirical Results from Survey Data," CEPR Discussion Papers 1917, C.E.P.R. Discussion Papers.
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    Cited by:

    1. P. Arca & Gianfranco E. Atzeni & LG Deidda, 2021. "The Signalling Role of Trade Credit on Loan Contracts: Evidence from a Counterfactual Analysis," Working Paper CRENoS 202106, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.

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    More about this item

    Keywords

    Bank lending; Collateral; Interest rate;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms

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