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Learning about Competitors: Evidence from SME Lending

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  • Darmouni, Olivier
  • Sutherland, Andrew

Abstract

This paper provides evidence of strategic complementarities in lenders’ contract terms in SME financing. To isolate this strategic effect from lenders’ joint reaction to unobserved common shocks to fundamentals, we exploit the staggered entry of lenders into an information sharing platform. Upon joining, lenders adjust their terms toward what others are offering. This effect is mediated by market power and seems to be driven by incentives to match rivals in order to preserve market share as opposed to learning about fundamentals. We also find evidence that this strategic behavior increased delinquencies during the recent crisis.

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  • Darmouni, Olivier & Sutherland, Andrew, 2018. "Learning about Competitors: Evidence from SME Lending," MPRA Paper 93668, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:93668
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    1. Rajan, Uday & Seru, Amit & Vig, Vikrant, 2015. "The failure of models that predict failure: Distance, incentives, and defaults," Journal of Financial Economics, Elsevier, vol. 115(2), pages 237-260.
    2. Mariassunta Giannetti & José María Liberti & Jason Sturgess, 2017. "Information Sharing and Rating Manipulation," The Review of Financial Studies, Society for Financial Studies, vol. 30(9), pages 3269-3304.
    3. Tullio Jappelli & Marco Pagano, 2000. "Information Sharing in Credit Markets: The European Experience," CSEF Working Papers 35, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    4. Bodnaruk, Andriy & O'Brien, William & Simonov, Andrei, 2016. "Captive finance and firm's competitiveness," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 210-228.
    5. José Liberti & Jason Sturgess & Andrew Sutherland, 2018. "Economics of Voluntary Information Sharing," Working Papers 869, Queen Mary University of London, School of Economics and Finance.
    6. Giovanni Dell’ariccia & Deniz Igan & Luc Laeven, 2012. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 367-384, March.
    7. Mian, Shehzad L & Smith, Clifford W, Jr, 1992. "Accounts Receivable Management Policy: Theory and Evidence," Journal of Finance, American Finance Association, vol. 47(1), pages 169-200, March.
    8. Tarek A. Hassan & Thomas M. Mertens, 2017. "The Social Cost of Near-Rational Investment," American Economic Review, American Economic Association, vol. 107(4), pages 1059-1103, April.
    9. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    10. Lucian A. Bebchuk & Itay Goldstein, 2011. "Self-fulfilling Credit Market Freezes," The Review of Financial Studies, Society for Financial Studies, vol. 24(11), pages 3519-3555.
    11. Amador, Manuel & Weill, Pierre-Olivier, 2012. "Learning from private and public observations of othersʼ actions," Journal of Economic Theory, Elsevier, vol. 147(3), pages 910-940.
    12. Jose M. Liberti & Atif R. Mian, 2009. "Estimating the Effect of Hierarchies on Information Use," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4057-4090, October.
    13. Andrew Hertzberg & Jose Maria Liberti & Daniel Paravisini, 2010. "Information and Incentives Inside the Firm: Evidence from Loan Officer Rotation," Journal of Finance, American Finance Association, vol. 65(3), pages 795-828, June.
    14. Bronson Argyle & Taylor D. Nadauld & Christopher Palmer, 2020. "Real Effects of Search Frictions in Consumer Credit Markets," NBER Working Papers 26645, National Bureau of Economic Research, Inc.
    15. George-Marios Angeletos & Chen Lian, 2016. "Incomplete Information in Macroeconomics: Accommodating Frictions in Coordination," NBER Working Papers 22297, National Bureau of Economic Research, Inc.
    16. Milbradt, Konstantin & Oehmke, Martin, 2015. "Maturity rationing and collective short-termism," Journal of Financial Economics, Elsevier, vol. 118(3), pages 553-570.
    17. Markus K. Brunnermeier & Martin Oehmke, 2013. "The Maturity Rat Race," Journal of Finance, American Finance Association, vol. 68(2), pages 483-521, April.
    18. Andrew Hertzberg & Andres Liberman & Daniel Paravisini, 2018. "Screening on Loan Terms: Evidence from Maturity Choice in Consumer Credit," The Review of Financial Studies, Society for Financial Studies, vol. 31(9), pages 3532-3567.
    19. Tullio Jappelli & Marco Pagano, 2000. "Information Sharing in Credit Markets: A Survey," CSEF Working Papers 36, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    20. Mathieu Taschereau-Dumouchel & Edouard Schaal, 2015. "Coordinating Business Cycles," 2015 Meeting Papers 178, Society for Economic Dynamics.
    21. Tara Rice & Philip E. Strahan, 2010. "Does Credit Competition Affect Small‐Firm Finance?," Journal of Finance, American Finance Association, vol. 65(3), pages 861-889, June.
    22. Doblas-Madrid, Antonio & Minetti, Raoul, 2013. "Sharing information in the credit market: Contract-level evidence from U.S. firms," Journal of Financial Economics, Elsevier, vol. 109(1), pages 198-223.
    23. Chen, Qi & Goldstein, Itay & Jiang, Wei, 2010. "Payoff complementarities and financial fragility: Evidence from mutual fund outflows," Journal of Financial Economics, Elsevier, vol. 97(2), pages 239-262, August.
    24. Bronson Argyle & Taylor D. Nadauld & Christopher Palmer, 2019. "Monthly Payment Targeting and the Demand for Maturity," NBER Working Papers 25668, National Bureau of Economic Research, Inc.
    25. Sutherland, Andrew, 2018. "Does credit reporting lead to a decline in relationship lending? Evidence from information sharing technology," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 123-141.
    26. 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.
    27. Andrew Hertzberg & José María Liberti & Daniel Paravisini, 2011. "Public Information and Coordination: Evidence from a Credit Registry Expansion," Journal of Finance, American Finance Association, vol. 66(2), pages 379-412, April.
    28. Bronson Argyle & Taylor Nadauld & Christopher Palmer & Ryan Pratt, 2021. "The Capitalization of Consumer Financing into Durable Goods Prices," Journal of Finance, American Finance Association, vol. 76(1), pages 169-210, February.
    29. Morris, Stephen & Shin, Hyun Song, 1998. "Unique Equilibrium in a Model of Self-Fulfilling Currency Attacks," American Economic Review, American Economic Association, vol. 88(3), pages 587-597, June.
    30. Van Nieuwerburgh, Stijn & Veldkamp, Laura, 2006. "Learning asymmetries in real business cycles," Journal of Monetary Economics, Elsevier, vol. 53(4), pages 753-772, May.
    31. Berger, Philip G. & Minnis, Michael & Sutherland, Andrew, 2017. "Commercial lending concentration and bank expertise: Evidence from borrower financial statements," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 253-277.
    32. George-Marios Angeletos & Jennifer La'O, 2010. "Noisy Business Cycles," NBER Chapters, in: NBER Macroeconomics Annual 2009, Volume 24, pages 319-378, National Bureau of Economic Research, Inc.
    33. Avner Shaked & John Sutton, 1982. "Relaxing Price Competition Through Product Differentiation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(1), pages 3-13.
    34. Laura L. Veldkamp, 2011. "Information Choice in Macroeconomics and Finance," Economics Books, Princeton University Press, edition 1, number 9621.
    35. Itay Goldstein & Emre Ozdenoren & Kathy Yuan, 2011. "Learning and Complementarities in Speculative Attacks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(1), pages 263-292.
    36. Milbradt, Konstantin & Oehmke, Martin, 2015. "Maturity rationing and collective short-termism," LSE Research Online Documents on Economics 84513, London School of Economics and Political Science, LSE Library.
    37. Stefan Gissler & Rodney Ramcharan & Edison Yu, 2018. "The Effects of Competition in Consumer Credit Markets," Working Papers 18-24, Federal Reserve Bank of Philadelphia.
    38. Robert Hauswald & Robert Marquez, 2003. "Information Technology and Financial Services Competition," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 921-948, July.
    39. Hellwig, Martin F., 1980. "On the aggregation of information in competitive markets," Journal of Economic Theory, Elsevier, vol. 22(3), pages 477-498, June.
    40. Itay Goldstein & Ady Pauzner, 2005. "Demand–Deposit Contracts and the Probability of Bank Runs," Journal of Finance, American Finance Association, vol. 60(3), pages 1293-1327, June.
    41. Pablo Kurlat & Johannes Stroebel, 2015. "Testing for Information Asymmetries in Real Estate Markets," The Review of Financial Studies, Society for Financial Studies, vol. 28(8), pages 2429-2461.
    42. Johannes Stroebel, 2016. "Asymmetric Information about Collateral Values," Journal of Finance, American Finance Association, vol. 71(3), pages 1071-1112, June.
    43. Andres Liberman & Christopher Neilson & Luis Opazo & Seth Zimmerman, 2018. "The Equilibrium Effects of Information Deletion: Evidence from Consumer Credit Markets," NBER Working Papers 25097, National Bureau of Economic Research, Inc.
    44. Stephen Morris & Hyun Song Shin, 2002. "Social Value of Public Information," American Economic Review, American Economic Association, vol. 92(5), pages 1521-1534, December.
    45. Angeletos, G.-M. & Lian, C., 2016. "Incomplete Information in Macroeconomics," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1065-1240, Elsevier.
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    Cited by:

    1. Bachas, Natalie & Kim, Olivia S. & Yannelis, Constantine, 2021. "Loan guarantees and credit supply," Journal of Financial Economics, Elsevier, vol. 139(3), pages 872-894.
    2. Liberti, José & Sturgess, Jason & Sutherland, Andrew, 2022. "How voluntary information sharing systems form: Evidence from a U.S. commercial credit bureau," Journal of Financial Economics, Elsevier, vol. 145(3), pages 827-849.
    3. Dou, Yiwei & Hung, Mingyi & She, Guoman & Wang, Lynn Linghuan, 2024. "Learning from peers: Evidence from disclosure of consumer complaints," Journal of Accounting and Economics, Elsevier, vol. 77(2).
    4. Darmouni, Olivier & Sutherland, Andrew, 2024. "Investment when new capital is hard to find," Journal of Financial Economics, Elsevier, vol. 154(C).

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    More about this item

    Keywords

    competition; strategic complementarities; information sharing; credit bureau; corporate loans; SME;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • G00 - Financial Economics - - General - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

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