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The importance of individual-pair lending relationships

Author

Listed:
  • Omri Even-Tov

    (Haas School of Business, University of California)

  • Xinlei Li

    (Graduate School of Management, University of California, Davis)

  • Hui Wang

    (Renmin University of China)

  • Christopher Williams

    (Stephen M. Ross School of Business – University of Michigan)

Abstract

We examine the significance and uniqueness of individual-pair relationships cultivated through repeated loan interactions. Using a hand-collected dataset compiled of borrowing manager and loan officer information, we find that individual-pair relationship loans are associated with a cost-of-debt reduction of between seven to 13 basis points. We also document that the relationship has an economic impact even when other affiliations, for example, institutional pairs, social ties, cultural proximity, and gender, are considered. Individual-pair relationships matter because they furnish lenders with useful soft information, especially when the firm has a poor hard information environment or when the bank and loan officer rely less on hard information. In addition, we find that individual-pair relationship loans have fewer rating downgrades, suggesting that accumulated soft information leads to better loan quality. Collectively, our results highlight the unique value of sustained professional engagement between two individuals in the lending process.

Suggested Citation

  • Omri Even-Tov & Xinlei Li & Hui Wang & Christopher Williams, 2024. "The importance of individual-pair lending relationships," Review of Accounting Studies, Springer, vol. 29(4), pages 3907-3945, December.
    • Handle: RePEc:spr:reaccs:v:29:y:2024:i:4:d:10.1007_s11142-023-09782-9
    DOI: 10.1007/s11142-023-09782-9
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    as
    1. Agarwal, Sumit & Ben-David, Itzhak, 2018. "Loan prospecting and the loss of soft information," Journal of Financial Economics, Elsevier, vol. 129(3), pages 608-628.
    2. Presbitero, Andrea F. & Zazzaro, Alberto, 2011. "Competition and relationship lending: Friends or foes?," Journal of Financial Intermediation, Elsevier, vol. 20(3), pages 387-413, July.
    3. Jung Koo Kang & Christopher D. Williams & Regina Wittenberg-Moerman, 2021. "CDS trading and nonrelationship lending dynamics," Review of Accounting Studies, Springer, vol. 26(1), pages 258-292, March.
    4. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    5. Raymond Fisman & Daniel Paravisini & Vikrant Vig, 2017. "Cultural Proximity and Loan Outcomes," American Economic Review, American Economic Association, vol. 107(2), pages 457-492, February.
    6. Prilmeier, Robert, 2017. "Why do loans contain covenants? Evidence from lending relationships," Journal of Financial Economics, Elsevier, vol. 123(3), pages 558-579.
    7. Greenbaum, Stuart I. & Kanatas, George & Venezia, Itzhak, 1989. "Equilibrium loan pricing under the bank-client relationship," Journal of Banking & Finance, Elsevier, vol. 13(2), pages 221-235, May.
    8. Gus De Franco & Florin P. Vasvari & Regina Wittenberg‐Moerman, 2009. "The Informational Role of Bond Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 47(5), pages 1201-1248, December.
    9. Justin Murfin, 2012. "The Supply-Side Determinants of Loan Contract Strictness," Journal of Finance, American Finance Association, vol. 67(5), pages 1565-1601, October.
    10. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    11. Sanjiv R. Das, 2019. "The future of fintech," Financial Management, Financial Management Association International, vol. 48(4), pages 981-1007, December.
    12. 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.
    13. Bharath, Sreedhar & Dahiya, Sandeep & Saunders, Anthony & Srinivasan, Anand, 2007. "So what do I get? The bank's view of lending relationships," Journal of Financial Economics, Elsevier, vol. 85(2), pages 368-419, August.
    14. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    15. Stephen Adam Karolyi, 2018. "Personal Lending Relationships," Journal of Finance, American Finance Association, vol. 73(1), pages 5-49, February.
    16. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    17. Obrien, Pc & Bhushan, R, 1990. "Analyst Following And Institutional Ownership," Journal of Accounting Research, Wiley Blackwell, vol. 28, pages 55-76.
    18. Carola Schenone, 2010. "Lending Relationships and Information Rents: Do Banks Exploit Their Information Advantages?," The Review of Financial Studies, Society for Financial Studies, vol. 23(3), pages 1149-1199, March.
    19. Johnston, Rick & Markov, Stanimir & Ramnath, Sundaresh, 2009. "Sell-side debt analysts," Journal of Accounting and Economics, Elsevier, vol. 47(1-2), pages 91-107, March.
    20. 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.
    21. Andi Duqi & Angelo Tomaselli & Giuseppe Torluccio, 2018. "Is Relationship Lending Still A Mixed Blessing? A Review Of Advantages And Disadvantages For Lenders And Borrowers," Journal of Economic Surveys, Wiley Blackwell, vol. 32(5), pages 1446-1482, December.
    22. Robert M. Bushman & Christopher D. Williams & Regina Wittenberg‐Moerman, 2017. "The Informational Role of the Media in Private Lending," Journal of Accounting Research, Wiley Blackwell, vol. 55(1), pages 115-152, March.
    23. Murfin, Justin & Petersen, Mitchell, 2016. "Loans on sale: Credit market seasonality, borrower need, and lender rents," Journal of Financial Economics, Elsevier, vol. 121(2), pages 300-326.
    24. 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.
    25. Cole, Rebel A., 1998. "The importance of relationships to the availability of credit," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 959-977, August.
    26. Omri Even-Tov & Naim Bugra Ozel, 2021. "What moves stock prices around credit rating changes?," Review of Accounting Studies, Springer, vol. 26(4), pages 1390-1427, December.
    27. Campbell, Dennis & Loumioti, Maria & Wittenberg-Moerman, Regina, 2019. "Making sense of soft information: interpretation bias and loan quality," Journal of Accounting and Economics, Elsevier, vol. 68(2).
    28. Ginés Hernández-Cánovas & Pedro Martínez-Solano, 2010. "Relationship lending and SME financing in the continental European bank-based system," Small Business Economics, Springer, vol. 34(4), pages 465-482, May.
    29. Boot, Arnoud W A & Thakor, Anjan V, 1994. "Moral Hazard and Secured Lending in an Infinitely Repeated Credit Market Game," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(4), pages 899-920, November.
    30. Amiram, Dan & Beaver, William H. & Landsman, Wayne R. & Zhao, Jianxin, 2017. "The effects of credit default swap trading on information asymmetry in syndicated loans," Journal of Financial Economics, Elsevier, vol. 126(2), pages 364-382.
    31. Alejandro Drexler & Antoinette Schoar, 2014. "Do Relationships Matter? Evidence from Loan Officer Turnover," Management Science, INFORMS, vol. 60(11), pages 2722-2736, November.
    32. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    33. Vlado Kysucky & Lars Norden, 2016. "The Benefits of Relationship Lending in a Cross-Country Context: A Meta-Analysis," Management Science, INFORMS, vol. 62(1), pages 90-110, January.
    34. Elyasiani, Elyas & Goldberg, Lawrence G., 2004. "Relationship lending: a survey of the literature," Journal of Economics and Business, Elsevier, vol. 56(4), pages 315-330.
    35. Carvalho, Daniel & Gao, Janet & Ma, Pengfei, 2023. "Loan spreads and credit cycles: The role of lenders’ personal economic experiences," Journal of Financial Economics, Elsevier, vol. 148(2), pages 118-149.
    36. Nini, Greg & Smith, David C. & Sufi, Amir, 2009. "Creditor control rights and firm investment policy," Journal of Financial Economics, Elsevier, vol. 92(3), pages 400-420, June.
    37. Bushman, Robert & Gao, Janet & Martin, Xiumin & Pacelli, Joseph, 2021. "The influence of loan officers on loan contract design and performance," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    38. Janet Gao & Kristoph Kleiner & Joseph Pacelli & Itay Goldstein, 2020. "Credit and Punishment: Are Corporate Bankers Disciplined for Risk-Taking?," The Review of Financial Studies, Society for Financial Studies, vol. 33(12), pages 5706-5749.
    39. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    40. Vasso Ioannidou & Steven Ongena, 2010. "“Time for a Change”: Loan Conditions and Bank Behavior when Firms Switch Banks," Journal of Finance, American Finance Association, vol. 65(5), pages 1847-1877, October.
    41. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    42. Herpfer, Christoph, 2021. "The role of bankers in the U.S. syndicated loan market," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    43. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    44. 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.
    45. Mary E. Barth & Ron Kasznik & Maureen F. McNichols, 2001. "Analyst Coverage and Intangible Assets," Journal of Accounting Research, Wiley Blackwell, vol. 39(1), pages 1-34, June.
    46. José María Liberti & Mitchell A Petersen, 2019. "Information: Hard and Soft," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 8(1), pages 1-41.
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    More about this item

    Keywords

    Individual-pair lending relationships; Asymmetric information; Soft information; Professional connections; Bank lending; Debt contracting;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • D23 - Microeconomics - - Production and Organizations - - - Organizational Behavior; Transaction Costs; Property Rights
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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