IDEAS home Printed from https://ideas.repec.org/p/boi/wpaper/2018.11.html
   My bibliography  Save this paper

It Takes More than Two to Tango: Understanding the Dynamics behind Multiple Bank Lending and its Implications

Author

Listed:
  • Konstantin Kosenko

    (BOI)

  • Noam Michelson

    (BOI)

Abstract

In this paper we investigate the matching process between banks and large borrowers that switch from single to multiple bank lending relationships in the corporate loan market. Using a unique dataset on all large credit exposures (about 214,000) of all Israeli commercial banks in the period between 2005 and 2015, we highlight the systemic externalities of micro-prudential regulation. We find, inter alia, that regulatory limits on credit exposures aimed at limiting an individual bank's concentration risk lead large borrowers to turn to multiple lending. This increases the level of asset commonality among banks, and the systemic risk arising from this indirect contagion channel. We find that large borrowers are more likely to establish a new lending relationship with big banks and with the banks that are familiar with the borrower's business profile, whether through existing loans to a group of borrowers to which the borrower belongs, or through acquaintance with the industry in which the borrower operates. Furthermore, we find that borrowers tend to establish a new lending relationship with banks whose asset portfolio is correlated with that of their original lender. This result may possibly be related to the tendency of banks to become more similar in their credit portfolios in order to benefit from a "too many to fail" implicit guarantee

Suggested Citation

  • Konstantin Kosenko & Noam Michelson, 2018. "It Takes More than Two to Tango: Understanding the Dynamics behind Multiple Bank Lending and its Implications," Bank of Israel Working Papers 2018.11, Bank of Israel.
  • Handle: RePEc:boi:wpaper:2018.11
    as

    Download full text from publisher

    File URL: https://boiwebrepec.azurefd.net/RePEc/boi/wpaper/WP_2018.11.pdf
    File Function: First version, 2018
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Alberto Bennardo & Marco Pagano & Salvatore Piccolo, 2015. "Multiple Bank Lending, Creditor Rights, and Information Sharing," Review of Finance, European Finance Association, vol. 19(2), pages 519-570.
    2. Puzanova, Natalia & Düllmann, Klaus, 2013. "Systemic risk contributions: A credit portfolio approach," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1243-1257.
    3. Allen, Franklin & Babus, Ana & Carletti, Elena, 2012. "Asset commonality, debt maturity and systemic risk," Journal of Financial Economics, Elsevier, vol. 104(3), pages 519-534.
    4. Ivan Alves & Stijn Ferrari & Pietro Franchini & Jean-Cyprien Heam & Pavol Jurca & Sam Langfield & Sebastiano Laviola & Franka Liedorp & Antonio Sánchez & Santiago Tavolaro & Guillaume Vuillemey, 2013. "The structure and resilience of the European interbank market," ESRB Occasional Paper Series 03, European Systemic Risk Board.
    5. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    6. Giannetti, Mariassunta & Laeven, Luc, 2012. "The flight home effect: Evidence from the syndicated loan market during financial crises," Journal of Financial Economics, Elsevier, vol. 104(1), pages 23-43.
    7. Wagner, Wolf, 2010. "Diversification at financial institutions and systemic crises," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 373-386, July.
    8. Carletti, Elena, 2004. "The structure of bank relationships, endogenous monitoring, and loan rates," Journal of Financial Intermediation, Elsevier, vol. 13(1), pages 58-86, January.
    9. Agoraki, Maria-Eleni K. & Delis, Manthos D. & Pasiouras, Fotios, 2011. "Regulations, competition and bank risk-taking in transition countries," Journal of Financial Stability, Elsevier, vol. 7(1), pages 38-48, January.
    10. Wolf Wagner, 2011. "Systemic Liquidation Risk and the Diversity–Diversification Trade‐Off," Journal of Finance, American Finance Association, vol. 66(4), pages 1141-1175, August.
    11. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    12. Carletti, Elena & Cerasi, Vittoria & Daltung, Sonja, 2007. "Multiple-bank lending: Diversification and free-riding in monitoring," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 425-451, July.
    13. Anginer, Deniz & Demirguc-Kunt, Asli & Zhu, Min, 2014. "How does competition affect bank systemic risk?," Journal of Financial Intermediation, Elsevier, vol. 23(1), pages 1-26.
    14. Ongena, Steven & Smith, David C., 2000. "What Determines the Number of Bank Relationships? Cross-Country Evidence," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 26-56, January.
    15. Enrica Detragiache & Paolo Garella & Luigi Guiso, 2000. "Multiple versus Single Banking Relationships: Theory and Evidence," Journal of Finance, American Finance Association, vol. 55(3), pages 1133-1161, June.
    16. Cole, Rebel A. & Goldberg, Lawrence G. & White, Lawrence J., 2004. "Cookie Cutter vs. Character: The Micro Structure of Small Business Lending by Large and Small Banks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(2), pages 227-251, June.
    17. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    18. von Rheinbaben, Joachim & Ruckes, Martin, 2004. "The number and the closeness of bank relationships," Journal of Banking & Finance, Elsevier, vol. 28(7), pages 1597-1615, July.
    19. Furfine, Craig H, 2003. "Interbank Exposures: Quantifying the Risk of Contagion," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(1), pages 111-128, February.
    20. Acharya, Viral V. & Yorulmazer, Tanju, 2007. "Too many to fail--An analysis of time-inconsistency in bank closure policies," Journal of Financial Intermediation, Elsevier, vol. 16(1), pages 1-31, January.
    21. JoAnne Morris, 2001. "Risk Diversification in the Credit Portfolio; An Overview of Country Practices," IMF Working Papers 01/200, International Monetary Fund.
    22. Hans Degryse & Vasso Ioannidou & Erik von Schedvin, 2016. "On the Nonexclusivity of Loan Contracts: An Empirical Investigation," Management Science, INFORMS, vol. 62(12), pages 3510-3533, December.
    23. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    24. Gai, Prasanna & Kapadia, Sujit, 2010. "Contagion in financial networks," Bank of England working papers 383, Bank of England.
    25. Upper, Christian, 2011. "Simulation methods to assess the danger of contagion in interbank markets," Journal of Financial Stability, Elsevier, vol. 7(3), pages 111-125, August.
    26. Kim, Moshe & Kliger, Doron & Vale, Bent, 2003. "Estimating switching costs: the case of banking," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 25-56, January.
    27. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    28. Coval, Joshua & Stafford, Erik, 2007. "Asset fire sales (and purchases) in equity markets," Journal of Financial Economics, Elsevier, vol. 86(2), pages 479-512, November.
    29. Cappelletti, Giuseppe & Mistrulli, Paolo Emilio, 2017. "Multiple lending, credit lines and financial contagion," Working Paper Series 2089, European Central Bank.
    30. French, Kenneth R & Poterba, James M, 1991. "Investor Diversification and International Equity Markets," American Economic Review, American Economic Association, vol. 81(2), pages 222-226, May.
    31. Viral V. Acharya & Tanju Yorulmazer, 2008. "Information Contagion and Bank Herding," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 215-231, February.
    32. Caccioli, Fabio & Shrestha, Munik & Moore, Cristopher & Farmer, J. Doyne, 2014. "Stability analysis of financial contagion due to overlapping portfolios," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 233-245.
    33. Victoria Ivashina & David Scharfstein, 2010. "Loan Syndication and Credit Cycles," American Economic Review, American Economic Association, vol. 100(2), pages 57-61, May.
    34. Berger, Allen N. & Klapper, Leora F. & Martinez Peria, Maria Soledad & Zaidi, Rida, 2008. "Bank ownership type and banking relationships," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 37-62, January.
    35. Gertner, Robert & Scharfstein, David, 1991. "A Theory of Workouts and the Effects of Reorganization Law," Journal of Finance, American Finance Association, vol. 46(4), pages 1189-1222, September.
    36. Helmut Elsinger & Alfred Lehar & Martin Summer, 2006. "Risk Assessment for Banking Systems," Management Science, INFORMS, vol. 52(9), pages 1301-1314, September.
    37. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, January.
    38. Morris, Stephen & Shin, Hyun Song, 2004. "Coordination risk and the price of debt," European Economic Review, Elsevier, vol. 48(1), pages 133-153, February.
    39. Jain, Arvind K & Gupta, Satyadev, 1987. "Some Evidence on 'Herding' Behavior of U.S. Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 19(1), pages 78-89, February.
    40. Honohan,Patrick & Laeven,Luc (ed.), 2012. "Systemic Financial Crises," Cambridge Books, Cambridge University Press, number 9781107407206.
    41. Andrei Shleifer & Robert Vishny, 2011. "Fire Sales in Finance and Macroeconomics," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 29-48, Winter.
    42. Bhattacharya Sudipto & Chiesa Gabriella, 1995. "Proprietary Information, Financial Intermediation, and Research Incentives," Journal of Financial Intermediation, Elsevier, vol. 4(4), pages 328-357, October.
    43. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    44. Upper, Christian & Worms, Andreas, 2004. "Estimating bilateral exposures in the German interbank market: Is there a danger of contagion?," European Economic Review, Elsevier, vol. 48(4), pages 827-849, August.
    45. JoAnne Morris, 2001. "Risk Diversification in the Credit Portfolio; An Overview of Country Practices," IMF Working Papers 2001/200, International Monetary Fund.
    46. Iman van Lelyveld & Franka Liedorp, 2006. "Interbank Contagion in the Dutch Banking Sector: A Sensitivity Analysis," International Journal of Central Banking, International Journal of Central Banking, vol. 2(2), May.
    47. Andrew Ellul & Chotibhak Jotikasthira & Christian T. Lundblad & Yihui Wang, 2014. "Mark-to-market accounting and systemic risk: evidence from the insurance industry [Mark-to-market accounting and cash-in-the-market pricing]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 29(78), pages 297-341.
    48. Gopalan, Radhakrishnan & Udell, Gregory F. & Yerramilli, Vijay, 2011. "Why Do Firms Form New Banking Relationships?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(5), pages 1335-1365, October.
    49. Booth, James R. & Booth, Lena Chua, 2006. "Loan Collateral Decisions and Corporate Borrowing Costs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(1), pages 67-90, February.
    50. Mistrulli, Paolo Emilio, 2011. "Assessing financial contagion in the interbank market: Maximum entropy versus observed interbank lending patterns," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1114-1127, May.
    51. Kallestrup, René & Lando, David & Murgoci, Agatha, 2016. "Financial sector linkages and the dynamics of bank and sovereign credit spreads," Journal of Empirical Finance, Elsevier, vol. 38(PA), pages 374-393.
    52. Craig O. Brown & I. Serdar Dinç, 2011. "Too Many to Fail? Evidence of Regulatory Forbearance When the Banking Sector Is Weak," Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1378-1405.
    53. Farinha, Luisa A. & Santos, Joao A. C., 2002. "Switching from Single to Multiple Bank Lending Relationships: Determinants and Implications," Journal of Financial Intermediation, Elsevier, vol. 11(2), pages 124-151, April.
    54. Ibragimov, Rustam & Jaffee, Dwight & Walden, Johan, 2011. "Diversification disasters," Journal of Financial Economics, Elsevier, vol. 99(2), pages 333-348, February.
    55. Ralf Elsas & Frank Heinemann & Marcel Tyrell, 2004. "Multiple but Asymmetric Bank Financing: The Case of Relationship Lending," CESifo Working Paper Series 1251, CESifo.
    56. Jun Qian & Philip E. Strahan, 2007. "How Laws and Institutions Shape Financial Contracts: The Case of Bank Loans," Journal of Finance, American Finance Association, vol. 62(6), pages 2803-2834, December.
    57. Rochet, Jean-Charles & Tirole, Jean, 1996. "Interbank Lending and Systemic Risk," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(4), pages 733-762, November.
    58. Steven Drucker & Manju Puri, 2009. "On Loan Sales, Loan Contracting, and Lending Relationships," Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2635-2672, July.
    59. Bolton, Patrick & Scharfstein, David S, 1996. "Optimal Debt Structure and the Number of Creditors," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 1-25, February.
    60. Raffestin, Louis, 2014. "Diversification and systemic risk," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 85-106.
    61. Degryse, Hans & Kim, Moshe & Ongena, Steven, 2009. "Microeconometrics of Banking Methods, Applications, and Results," OUP Catalogue, Oxford University Press, number 9780195340471, Decembrie.
    62. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    63. Wagner, Wolf & Gong, Di, 2016. "Systemic risk-taking at banks: Evidence from the pricing of syndicated loans," CEPR Discussion Papers 11150, C.E.P.R. Discussion Papers.
    64. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    65. Hans Degryse & Grégory Nguyen, 2007. "Interbank Exposures: An Empirical Examination of Contagion Risk in the Belgian Banking System," International Journal of Central Banking, International Journal of Central Banking, vol. 3(2), pages 123-171, June.
    66. Kartik Anand & Céline Gauthier & Moez Souissi, 2015. "Quantifying Contagion Risk in Funding Markets: A Model-Based Stress-Testing Approach," Staff Working Papers 15-32, Bank of Canada.
    67. Katerina Simons, 1993. "Why do banks syndicate loans?," New England Economic Review, Federal Reserve Bank of Boston, issue Jan, pages 45-52.
    68. Schooner, Heidi Mandanis & Schooner, Heidi Mandanis & Taylor, Michael W. & Taylor, Michael W., 2009. "Global Bank Regulation," Elsevier Monographs, Elsevier, edition 1, number 9780126410037.
    69. Luck, Stephan & Schempp, Paul, 2014. "Banks, shadow banking, and fragility," Working Paper Series 1726, European Central Bank.
    70. Ellul, Andrew & Jotikasthira, Chotibhak & Lundblad, Christian T., 2011. "Regulatory pressure and fire sales in the corporate bond market," Journal of Financial Economics, Elsevier, vol. 101(3), pages 596-620, September.
    71. Chen, Jiawei & Song, Kejun, 2013. "Two-sided matching in the loan market," International Journal of Industrial Organization, Elsevier, vol. 31(2), pages 145-152.
    72. Samuel G. Hanson & Anil K. Kashyap & Jeremy C. Stein, 2011. "A Macroprudential Approach to Financial Regulation," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 3-28, Winter.
    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. Kosenko, Konstantin & Michelson, Noam, 2022. "It takes more than two to tango: Multiple bank lending, asset commonality and risk," Journal of Financial Stability, Elsevier, vol. 61(C).
    2. Paul Glasserman & Peyton Young, 2015. "Contagion in Financial Networks," Economics Series Working Papers 764, University of Oxford, Department of Economics.
    3. Paul Glasserman & H. Peyton Young, 2015. "Contagion in Financial Markets," Working Papers 15-21, Office of Financial Research, US Department of the Treasury.
    4. Tumer-Alkan, G., 2008. "Essays on banking," Other publications TiSEM 8d5ec521-4702-4e75-bc79-a, Tilburg University, School of Economics and Management.
    5. Ebrahimi Kahou, Mahdi & Lehar, Alfred, 2017. "Macroprudential policy: A review," Journal of Financial Stability, Elsevier, vol. 29(C), pages 92-105.
    6. Doris Neuberger & Solvig Räthke, 2009. "Microenterprises and multiple bank relationships: The case of professionals," Small Business Economics, Springer, vol. 32(2), pages 207-229, February.
    7. Yu, Y., 2014. "Essays on relationship banking," Other publications TiSEM f3d56b9e-e79e-46c4-bd42-4, Tilburg University, School of Economics and Management.
    8. Neuberger, Doris & Räthke, Solvig, 2006. "Microenterprises and multiple bank relationships: Evidence from a survey among professionals," Thuenen-Series of Applied Economic Theory 61, University of Rostock, Institute of Economics.
    9. Berger, Allen N. & Klapper, Leora F. & Martinez Peria, Maria Soledad & Zaidi, Rida, 2008. "Bank ownership type and banking relationships," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 37-62, January.
    10. Steven Ongena & Yuejuan Yu, 2017. "Firm Industry Affiliation and Multiple Bank Relationships," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(1), pages 1-17, February.
    11. Cappelletti, Giuseppe & Mistrulli, Paolo Emilio, 2023. "The role of credit lines and multiple lending in financial contagion and systemic events," Journal of Financial Stability, Elsevier, vol. 67(C).
    12. Luigi Guiso & Raoul Minetti, 2010. "The Structure of Multiple Credit Relationships: Evidence from U.S. Firms," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(6), pages 1037-1071, September.
    13. Pablo Rovira Kaltwasser & Alessandro Spelta, 2019. "Identifying systemically important financial institutions: a network approach," Computational Management Science, Springer, vol. 16(1), pages 155-185, February.
    14. Paul Glasserman & H. Peyton Young, 2016. "Contagion in Financial Networks," Journal of Economic Literature, American Economic Association, vol. 54(3), pages 779-831, September.
    15. Cenni, Stefano & Monferrà, Stefano & Salotti, Valentina & Sangiorgi, Marco & Torluccio, Giuseppe, 2015. "Credit rationing and relationship lending. Does firm size matter?," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 249-265.
    16. Opeoluwa Banwo & Paul Harrald & Francesca Medda, 2019. "Understanding the consequences of diversification on financial stability," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 14(2), pages 273-292, June.
    17. Greenwood, Robin & Landier, Augustin & Thesmar, David, 2015. "Vulnerable banks," Journal of Financial Economics, Elsevier, vol. 115(3), pages 471-485.
    18. Ongena, Steven & Tümer-Alkan, Günseli & Westernhagen, Natalja v., 2012. "Creditor concentration: An empirical investigation," European Economic Review, Elsevier, vol. 56(4), pages 830-847.
    19. Fabio Caccioli & Paolo Barucca & Teruyoshi Kobayashi, 2018. "Network models of financial systemic risk: a review," Journal of Computational Social Science, Springer, vol. 1(1), pages 81-114, January.
    20. Gajewski, Krzysztof & Pawłowska, Małgorzata & Rogowski, Wojciech, 2012. "Relacje firm z bankami w Polsce w świetle danych ze sprawozdawczości bankowej [Bank-firm relationships in Poland in the light of data from bank reporting]," MPRA Paper 42544, University Library of Munich, Germany, revised 29 Oct 2012.

    More about this item

    Keywords

    bank lending; overlapping portfolios; diversification; bank regulation; interconnectedness;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • 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

    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:boi:wpaper:2018.11. 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: Yossi Yakhin (email available below). General contact details of provider: https://edirc.repec.org/data/boigvil.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.