IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v43y2021ics154461232100043x.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S154461232100043X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2021.101962?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Ron Martin & Jane Pollard (ed.), 2017. "Handbook on the Geographies of Money and Finance," Books, Edward Elgar Publishing, number 16607.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. Harhoff, Dietmar & Körting, Timm, 1998. "Lending Relationships in Germany: Empirical Results from Survey Data," CEPR Discussion Papers 1917, C.E.P.R. Discussion Papers.
    14. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cowling, Marc & Yang, Huan, 2024. "Do loan interest rate margins and loan fees move in the same direction and are they jointly determined?," Finance Research Letters, Elsevier, vol. 60(C).
    2. Gianfranco E. Atzeni & P. Arca & 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.

    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. Bellucci, Andrea & Borisov, Alexander & Giombini, Germana & Zazzaro, Alberto, 2019. "Collateralization and distance," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 205-217.
    2. Andrea Bellucci & Alexander Borisov & Germana Giombini & Alberto Zazzaro, 2015. "Collateral and Local Lending: Testing the Lender-Based Theory," IAW Discussion Papers 119, Institut für Angewandte Wirtschaftsforschung (IAW).
    3. Yaldız Hanedar, Elmas & Broccardo, Eleonora & Bazzana, Flavio, 2014. "Collateral requirements of SMEs: The evidence from less-developed countries," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 106-121.
    4. Dias Duarte, Fábio & Matias Gama, Ana Paula & Paulo Esperança, José, 2017. "Collateral-based in SME lending: The role of business collateral and personal collateral in less-developed countries," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 406-422.
    5. Elmas Yaldiz Hanedar & Eleonora Broccardo & Flavio Bazzana, 2012. "Collateral Requirements of SMEs:The Evidence from Less–Developed Countries," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0034, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    6. Kano, Masaji & Uchida, Hirofumi & Udell, Gregory F. & Watanabe, Wako, 2011. "Information verifiability, bank organization, bank competition and bank-borrower relationships," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 935-954, April.
    7. Hernán Ortiz-Molina & María Penas, 2008. "Lending to small businesses: the role of loan maturity in addressing information problems," Small Business Economics, Springer, vol. 30(4), pages 361-383, April.
    8. Geraldo Cerqueiro & Steven Ongena & Kasper Roszbach, 2016. "Collateralization, Bank Loan Rates, and Monitoring," Journal of Finance, American Finance Association, vol. 71(3), pages 1295-1322, June.
    9. Andrea Bellucci & Ilario Favaretto & Germana Giombini, 2014. "Does Innovation Affect Credit Access? New Empirical Evidence from Italian Small Business Lending," IAW Discussion Papers 104, Institut für Angewandte Wirtschaftsforschung (IAW).
    10. Mariarosaria Agostino & Francesco Trivieri, 2017. "Collateral in lending relationships. A study on European SMEs microdata," International Review of Applied Economics, Taylor & Francis Journals, vol. 31(3), pages 339-356, May.
    11. Bing Xu & Honglin Wang & Adrian Van Rixtel, 2015. "Do banks extract informational rents through collateral?," BIS Working Papers 522, Bank for International Settlements.
    12. Uchida, Hirofumi & Udell, Gregory F. & Yamori, Nobuyoshi, 2012. "Loan officers and relationship lending to SMEs," Journal of Financial Intermediation, Elsevier, vol. 21(1), pages 97-122.
    13. Berger, Allen N. & Klapper, Leora F. & Udell, Gregory F., 2001. "The ability of banks to lend to informationally opaque small businesses," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2127-2167, December.
    14. Bing Xu & Honglin Wang & Adrian Van Rixtel, 2015. "Do banks extract informational rents through collateral?," BIS Working Papers 522, Bank for International Settlements.
    15. Cerqueiro, G.M. & Ongena, S. & Roszbach, K., 2011. "Collateralization, Bank Loan Rates and Monitoring : Evidence from a Natural Experiment," Discussion Paper 2011-087, Tilburg University, Center for Economic Research.
    16. repec:zbw:bofrdp:2009_036 is not listed on IDEAS
    17. 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.
    18. 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.
    19. Annalisa Castelli & Gerald P. Dwyer & Iftekhar Hasan, 2012. "Bank Relationships and Firms' Financial Performance: The Italian Experience," European Financial Management, European Financial Management Association, vol. 18(1), pages 28-67, January.
    20. Massimiliano Affinito & Fabiana Sabatini & Massimiliano Stacchini, 2021. "Collateral in bank lending during the financial crises:a borrower and a lender story," Temi di discussione (Economic working papers) 1352, Bank of Italy, Economic Research and International Relations Area.
    21. Xu, Bing & Wang, Honglin & Rixtel, Adrian van, 2016. "Do banks extract informational rents through collateral?," BOFIT Discussion Papers 5/2016, Bank of Finland Institute for Emerging Economies (BOFIT).

    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

    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:eee:finlet:v:43:y:2021:i:c:s154461232100043x. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    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.