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Large customer-supplier links and syndicate loan structure

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  • Croci, Ettore
  • Degl'Innocenti, Marta
  • Zhou, Si

Abstract

Relationships between large customers and suppliers expose lenders to additional risks. These risks may force lead agents to retain a larger share of syndicated loans, reducing loan-level diversification, and, in turn, increasing the required interest rate spread. Consistent with this view, we find that borrowers' dependence on a few larger customers or suppliers positively affects the cost of the loans indirectly through the loan structure. Instead, we do not observe a direct cost associated with large customer-supplier links, suggesting that lead agents do not increase the interest rate spread as compensation for the additional risks of dealing with borrowers with large customer-supplier links per se. Finally, we document an inverted U-shaped relationship between the length of the large customer-supplier link and the loan share held by the lead agent.

Suggested Citation

  • Croci, Ettore & Degl'Innocenti, Marta & Zhou, Si, 2021. "Large customer-supplier links and syndicate loan structure," Journal of Corporate Finance, Elsevier, vol. 66(C).
  • Handle: RePEc:eee:corfin:v:66:y:2021:i:c:s0929119920302881
    DOI: 10.1016/j.jcorpfin.2020.101844
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    as
    1. Benjamin C. Esty, 2001. "Structuring Loan Syndicates: A Case Study Of The Hong Kong Disneyland Project Loan," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(3), pages 80-95, September.
    2. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    3. Jeffrey W. Allen & Gordon M. Phillips, 2000. "Corporate Equity Ownership, Strategic Alliances, and Product Market Relationships," Journal of Finance, American Finance Association, vol. 55(6), pages 2791-2815, December.
    4. Carola Schenone, 2010. "Lending Relationships and Information Rents: Do Banks Exploit Their Information Advantages?," Review of Financial Studies, Society for Financial Studies, vol. 23(3), pages 1149-1199, March.
    5. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2014. "Firms, Destinations, and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 82(4), pages 1303-1340, July.
    6. Lim, Jongha & Minton, Bernadette A. & Weisbach, Michael S., 2014. "Syndicated loan spreads and the composition of the syndicate," Journal of Financial Economics, Elsevier, vol. 111(1), pages 45-69.
    7. 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).
    8. Burak Güner, A. & Malmendier, Ulrike & Tate, Geoffrey, 2008. "Financial expertise of directors," Journal of Financial Economics, Elsevier, vol. 88(2), pages 323-354, May.
    9. Shantanu Banerjee & Sudipto Dasgupta & Yungsan Kim, 2008. "Buyer–Supplier Relationships and the Stakeholder Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 63(5), pages 2507-2552, October.
    10. Mahesh Nagarajan & Yehuda Bassok, 2008. "A Bargaining Framework in Supply Chains: The Assembly Problem," Management Science, INFORMS, vol. 54(8), pages 1482-1496, August.
    11. Mariassunta Giannetti & Mike Burkart & Tore Ellingsen, 2011. "What You Sell Is What You Lend? Explaining Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1261-1298.
    12. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    13. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 393-414.
    14. Delis, Manthos D. & Hasan, Iftekhar & Ongena, Steven, 2020. "Democracy and credit," Journal of Financial Economics, Elsevier, vol. 136(2), pages 571-596.
    15. Pennacchi, George G, 1988. " Loan Sales and the Cost of Bank Capital," Journal of Finance, American Finance Association, vol. 43(2), pages 375-396, June.
    16. Kale, Jayant R. & Shahrur, Husayn, 2007. "Corporate capital structure and the characteristics of suppliers and customers," Journal of Financial Economics, Elsevier, vol. 83(2), pages 321-365, February.
    17. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    18. Tobias Berg & Anthony Saunders & Sascha Steffen, 2016. "The Total Cost of Corporate Borrowing in the Loan Market: Don't Ignore the Fees," Journal of Finance, American Finance Association, vol. 71(3), pages 1357-1392, June.
    19. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    20. Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
    21. Hertzel, Michael G. & Li, Zhi & Officer, Micah S. & Rodgers, Kimberly J., 2008. "Inter-firm linkages and the wealth effects of financial distress along the supply chain," Journal of Financial Economics, Elsevier, vol. 87(2), pages 374-387, February.
    22. Frederic Boissay & Reint Gropp, 2013. "Payment Defaults and Interfirm Liquidity Provision," Review of Finance, European Finance Association, vol. 17(6), pages 1853-1894.
    23. Sudheer Chava & Robert A. Jarrow, 2008. "Bankruptcy Prediction with Industry Effects," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 21, pages 517-549, World Scientific Publishing Co. Pte. Ltd..
    24. Focarelli, Dario & Pozzolo, Alberto Franco & Casolaro, Luca, 2008. "The pricing effect of certification on syndicated loans," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 335-349, March.
    25. Douglas Cumming & Florencio Lopez-de-Silanes & Joseph A McCahery & Armin Schwienbacher, 2020. "Tranching in the syndicated loan market around the world," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(1), pages 95-120, February.
    26. Gorton, Gary B. & Pennacchi, George G., 1995. "Banks and loan sales Marketing nonmarketable assets," Journal of Monetary Economics, Elsevier, vol. 35(3), pages 389-411, June.
    27. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2012. "Corporate ownership structure and bank loan syndicate structure," Journal of Financial Economics, Elsevier, vol. 104(1), pages 1-22.
    28. 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.
    29. Rebecca S. Demsetz, 2000. "Bank Loan Sales: A New Look At The Motivations For Secondary Market Activity," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 23(2), pages 197-222, June.
    30. 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.
    31. Kolay, Madhuparna & Lemmon, Michael & Tashjian, Elizabeth, 2016. "Spreading the Misery? Sources of Bankruptcy Spillover in the Supply Chain," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(6), pages 1955-1990, December.
    32. 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.
    33. 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.
    34. Cen, Ling & Maydew, Edward L. & Zhang, Liandong & Zuo, Luo, 2017. "Customer–supplier relationships and corporate tax avoidance," Journal of Financial Economics, Elsevier, vol. 123(2), pages 377-394.
    35. Michael Schwert, 2018. "Bank Capital and Lending Relationships," Journal of Finance, American Finance Association, vol. 73(2), pages 787-830, April.
    36. Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-937.
    37. Rahaman, Mohammad M. & Rau, P. Raghavendra & Zaman, Ashraf Al, 2020. "The effect of supply chain power on bank financing," Journal of Banking & Finance, Elsevier, vol. 114(C).
    38. Fee, C. Edward & Thomas, Shawn, 2004. "Sources of gains in horizontal mergers: evidence from customer, supplier, and rival firms," Journal of Financial Economics, Elsevier, vol. 74(3), pages 423-460, December.
    39. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    40. Christine A. Pavel & David Phillis, 1987. "Why commercial banks sell loans: an empirical analysis," Proceedings 152, Federal Reserve Bank of Chicago.
    41. Esty, Benjamin C. & Megginson, William L., 2003. "Creditor Rights, Enforcement, and Debt Ownership Structure: Evidence from the Global Syndicated Loan Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(1), pages 37-60, March.
    42. Michael Bradley & Michael R. Roberts, 2015. "The Structure and Pricing of Corporate Debt Covenants," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 1-37.
    43. Dhaliwal, Dan & Judd, J. Scott & Serfling, Matthew & Shaikh, Sarah, 2016. "Customer concentration risk and the cost of equity capital," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 23-48.
    44. Delis, Manthos D. & Iosifidi, Maria & Kokas, Sotirios & Xefteris, Dimitrios & Ongena, Steven, 2020. "Enforcement actions on banks and the structure of loan syndicates," Journal of Corporate Finance, Elsevier, vol. 60(C).
    45. Christine A. Pavel & David Phillis, 1987. "Why commercial banks sell loans: an empirical analysis," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 11(May), pages 3-14.
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    Cited by:

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    2. Bao, Yangming, 2022. "Peer information in loan pricing," Journal of Corporate Finance, Elsevier, vol. 76(C).
    3. Bermpei, Theodora & Degl’Innocenti, Marta & Kalyvas, Antonios Nikolaos & Zhou, Si, 2023. "Lender individualism and monitoring: Evidence from syndicated loans," Journal of Financial Stability, Elsevier, vol. 66(C).

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    More about this item

    Keywords

    Diversification; Large customer-supplier link; Loan structure; Loan pricing; Syndicated loan;
    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
    • L1 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance

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