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Peer information in loan pricing

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  • Bao, Yangming

Abstract

This paper studies the effect of peer information banks collected from their previous lending to borrowers' competitors on current loan pricing. I find that firms obtain lower loan rates when borrowing from banks that lent to close competitors recently. To establish a causal interpretation, I utilize peer firms' information-related class action lawsuit events and show that the benefit diminishes when the precision of peer information is reduced. Moreover, the effect is more pronounced for firms with larger dispersion in analyst forecasts and higher uncertainty in hard information. Overall, the findings suggest that banks learn from recent lending to peer firms and utilize peer information, especially when information asymmetry is high.

Suggested Citation

  • Bao, Yangming, 2022. "Peer information in loan pricing," Journal of Corporate Finance, Elsevier, vol. 76(C).
  • Handle: RePEc:eee:corfin:v:76:y:2022:i:c:s0929119922000918
    DOI: 10.1016/j.jcorpfin.2022.102248
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    as
    1. Art Durnev & Claudine Mangen, 2009. "Corporate Investments: Learning from Restatements," Journal of Accounting Research, Wiley Blackwell, vol. 47(3), pages 679-720, June.
    2. Berlin, Mitchell & Mester, Loretta J, 1999. "Deposits and Relationship Lending," The Review of Financial Studies, Society for Financial Studies, vol. 12(3), pages 579-607.
    3. von Thadden, Ernst-Ludwig, 2004. "Asymmetric information, bank lending and implicit contracts: the winner's curse," Finance Research Letters, Elsevier, vol. 1(1), pages 11-23, March.
    4. Grennan, Jillian, 2019. "Dividend payments as a response to peer influence," Journal of Financial Economics, Elsevier, vol. 131(3), pages 549-570.
    5. Hasan, Iftekhar & Minnick, Kristina & Raman, Kartik, 2020. "Credit allocation when borrowers are economically linked: An empirical analysis of bank loans to corporate customers," Journal of Corporate Finance, Elsevier, vol. 62(C).
    6. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    7. Valta, Philip, 2012. "Competition and the cost of debt," Journal of Financial Economics, Elsevier, vol. 105(3), pages 661-682.
    8. Croci, Ettore & Degl'Innocenti, Marta & Zhou, Si, 2021. "Large customer-supplier links and syndicate loan structure," Journal of Corporate Finance, Elsevier, vol. 66(C).
    9. Viral V. Acharya & Iftekhar Hasan & Anthony Saunders, 2006. "Should Banks Be Diversified? Evidence from Individual Bank Loan Portfolios," The Journal of Business, University of Chicago Press, vol. 79(3), pages 1355-1412, May.
    10. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    11. Li, Yan & Lu, Ruichang & Srinivasan, Anand, 2019. "Relationship Bank Behavior during Borrower Distress," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(3), pages 1231-1262, June.
    12. Gerard Hoberg & Gordon Phillips, 2016. "Text-Based Network Industries and Endogenous Product Differentiation," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1423-1465.
    13. 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.
    14. 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.
    15. Justin Murfin & Ryan Pratt, 2019. "Comparables Pricing," Review of Financial Studies, Society for Financial Studies, vol. 32(2), pages 688-737.
    16. Farzad Saidi & Daniel Streitz, 2021. "Bank Concentration and Product Market Competition," Review of Financial Studies, Society for Financial Studies, vol. 34(10), pages 4999-5035.
    17. 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.
    18. Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
    19. Mariassunta Giannetti & Farzad Saidi, 2019. "Shock Propagation and Banking Structure," Review of Financial Studies, Society for Financial Studies, vol. 32(7), pages 2499-2540.
    20. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    21. Robert Hauswald & Robert Marquez, 2003. "Information Technology and Financial Services Competition," Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 921-948, July.
    22. Ling Cen & Sudipto Dasgupta & Redouane Elkamhi & Raunaq S. Pungaliya, 2016. "Reputation and Loan Contract Terms: The Role of Principal Customers," Review of Finance, European Finance Association, vol. 20(2), pages 501-533.
    23. 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.
    24. Diane K Denis & Torsten Jochem & Anjana Rajamani & Wei Jiang, 2020. "Shareholder Governance and CEO Compensation: The Peer Effects of Say on Pay," Review of Financial Studies, Society for Financial Studies, vol. 33(7), pages 3130-3173.
    25. Botsch, Matthew & Vanasco, Victoria, 2019. "Learning by lending," Journal of Financial Intermediation, Elsevier, vol. 37(C), pages 1-14.
    26. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    27. Gus De Franco & Alexander Edwards & Scott Liao, 2021. "Product Market Peers in Lending," Management Science, INFORMS, vol. 67(3), pages 1876-1894, March.
    28. Justin Murfin, 2012. "The Supply-Side Determinants of Loan Contract Strictness," Journal of Finance, American Finance Association, vol. 67(5), pages 1565-1601, October.
    29. Beatty, Anne & Liao, Scott & Yu, Jeff Jiewei, 2013. "The spillover effect of fraudulent financial reporting on peer firms' investments," Journal of Accounting and Economics, Elsevier, vol. 55(2), pages 183-205.
    30. 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.
    31. 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.
    32. Michael Schwert, 2018. "Bank Capital and Lending Relationships," Journal of Finance, American Finance Association, vol. 73(2), pages 787-830, April.
    33. Shroff, Nemit & Verdi, Rodrigo S. & Yost, Benjamin P., 2017. "When does the peer information environment matter?," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 183-214.
    34. 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.
    35. José María Liberti & Mitchell A. Petersen, 2018. "Information: Hard and Soft," NBER Working Papers 25075, National Bureau of Economic Research, Inc.
    36. Angrist, Joshua D., 2014. "The perils of peer effects," Labour Economics, Elsevier, vol. 30(C), pages 98-108.
    37. John Asker & Alexander Ljungqvist, 2010. "Competition and the Structure of Vertical Relationships in Capital Markets," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 599-647, June.
    38. 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.
    39. Stephen G. Dimmock & William C. Gerken & Nathaniel P. Graham, 2018. "Is Fraud Contagious? Coworker Influence on Misconduct by Financial Advisors," Journal of Finance, American Finance Association, vol. 73(3), pages 1417-1450, June.
    40. Andrew Winton, 1999. "Don’t Put All Your Eggs in One Basket? Diversification and Specialization in Lending," Center for Financial Institutions Working Papers 00-16, Wharton School Center for Financial Institutions, University of Pennsylvania.
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    More about this item

    Keywords

    Peer information; Loan pricing; Bank lending; Information asymmetry;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • 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

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