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Lending when relationships are scarce : The role of information spread via bank networks

Author

Listed:
  • Yan Alperovych

    (EM - EMLyon Business School)

  • Anantha Divakaruni

    (UiB - University of Bergen)

  • Sophie Manigart

    (UGENT - Universiteit Gent = Ghent University = Université de Gand)

Abstract

We investigate how information flows within bank networks facilitate syndicate formation and lending in the leveraged buyout (LBO) market, where relationships between banks and borrowers are scarce and borrower opacity is high. Using novel measures that characterize a bank's ability to source and disseminate information within its loan syndication network, we show that the extent of this capability influences which banks join the syndicate, the share the lead bank holds, and LBO borrowing terms. Banks' ability to source and disseminate network-based information is particularly useful when ties to prospective borrowers are lacking, with the information flows extending beyond knowledge on PE firms and LBO targets.

Suggested Citation

  • Yan Alperovych & Anantha Divakaruni & Sophie Manigart, 2022. "Lending when relationships are scarce : The role of information spread via bank networks," Post-Print hal-04325549, HAL.
  • Handle: RePEc:hal:journl:hal-04325549
    DOI: 10.1016/j.jcorpfin.2022.102181
    Note: View the original document on HAL open archive server: https://hal.science/hal-04325549v1
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    as
    1. Michael Ewens & Joan Farre-Mensa, 2020. "The Deregulation of the Private Equity Markets and the Decline in IPOs," The Review of Financial Studies, Society for Financial Studies, vol. 33(12), pages 5463-5509.
    2. Efraim Benmelech & Mark J. Garmaise & Tobias J. Moskowitz, 2005. "Do Liquidation Values Affect Financial Contracts? Evidence from Commercial Loan Contracts and Zoning Regulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1121-1154.
    3. Hans Degryse & Steven Ongena, 2005. "Distance, Lending Relationships, and Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 231-266, February.
    4. Kee‐Hong Bae & Vidhan K. Goyal, 2009. "Creditor Rights, Enforcement, and Bank Loans," Journal of Finance, American Finance Association, vol. 64(2), pages 823-860, April.
    5. Graham, John R. & Li, Si & Qiu, Jiaping, 2008. "Corporate misreporting and bank loan contracting," Journal of Financial Economics, Elsevier, vol. 89(1), pages 44-61, July.
    6. Patrick Bolton & Xavier Freixas & Leonardo Gambacorta & Paolo Emilio Mistrulli, 2016. "Relationship and Transaction Lending in a Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2643-2676.
    7. McFadden, Daniel L., 1984. "Econometric analysis of qualitative response models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 24, pages 1395-1457, Elsevier.
    8. Berger, Allen N. & Espinosa-Vega, Marco A. & Frame, W. Scott & Miller, Nathan H., 2011. "Why do borrowers pledge collateral? New empirical evidence on the role of asymmetric information," Journal of Financial Intermediation, Elsevier, vol. 20(1), pages 55-70, January.
    9. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "High-Dimensional Methods and Inference on Structural and Treatment Effects," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 29-50, Spring.
    10. Degryse, Hans & Van Cayseele, Patrick, 2000. "Relationship Lending within a Bank-Based System: Evidence from European Small Business Data," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 90-109, January.
    11. Christopher Udry & Timothy G. Conley, 2004. "Social Networks in Ghana," Working Papers 888, Economic Growth Center, Yale University.
    12. David Gaddis Ross, 2010. "The "Dominant Bank Effect:" How High Lender Reputation Affects the Information Content and Terms of Bank Loans," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2730-2756, July.
    13. Mark Carey & Greg Nini, 2007. "Is the Corporate Loan Market Globally Integrated? A Pricing Puzzle," Journal of Finance, American Finance Association, vol. 62(6), pages 2969-3007, December.
    14. Abhijit Banerjee & Arun G Chandrasekhar & Esther Duflo & Matthew O Jackson, 2019. "Using Gossips to Spread Information: Theory and Evidence from Two Randomized Controlled Trials," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(6), pages 2453-2490.
    15. 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.
    16. 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.
    17. Melnik, Arie & Plaut, Steven, 1986. "Loan Commitment Contracts, Terms of Lending, and Credit Allocation," Journal of Finance, American Finance Association, vol. 41(2), pages 425-435, June.
    18. Lily Fang & Victoria Ivashina & Josh Lerner, 2013. "Combining Banking with Private Equity Investing," The Review of Financial Studies, Society for Financial Studies, vol. 26(9), pages 2139-2173.
    19. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    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. Raúl Duarte & Frederico Finan & Horacio Larreguy & Laura Schechter, 2019. "Brokering Votes With Information Spread Via Social Networks," NBER Working Papers 26241, National Bureau of Economic Research, Inc.
    22. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    23. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "Inference on Treatment Effects after Selection among High-Dimensional Controlsâ€," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 608-650.
    24. Anthony Saunders & Sascha Steffen, 2011. "The Costs of Being Private: Evidence from the Loan Market," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 4091-4122.
    25. Chitru S. Fernando & Anthony D. May & William L. Megginson, 2012. "The Value of Investment Banking Relationships: Evidence from the Collapse of Lehman Brothers," Journal of Finance, American Finance Association, vol. 67(1), pages 235-270, February.
    26. 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.
    27. Yener Altunbaş & Blaise Gadanecz & Alper Kara, 2006. "A Global Overview of the Syndicated Loans Market," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Syndicated Loans, chapter 2, pages 6-14, Palgrave Macmillan.
    28. David T. Robinson & Toby E. Stuart, 2007. "Network Effects in the Governance of Strategic Alliances," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 23(1), pages 242-273, April.
    29. 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.
    30. Christophe J. Godlewski & Bulat Sanditov & Thierry Burger-Helmchen, 2012. "Bank Lending Networks, Experience, Reputation, and Borrowing Costs: Empirical Evidence from the French Syndicated Lending Market," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 39(1-2), pages 113-140, January.
    31. 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.
    32. Demiroglu, Cem & James, Christopher M., 2010. "The role of private equity group reputation in LBO financing," Journal of Financial Economics, Elsevier, vol. 96(2), pages 306-330, May.
    33. Brick, Ivan E & Ravid, S Abraham, 1985. "On the Relevance of Debt Maturity Structure," Journal of Finance, American Finance Association, vol. 40(5), pages 1423-1437, December.
    34. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    35. Kobayashi, Teruyoshi & Takaguchi, Taro, 2018. "Identifying relationship lending in the interbank market: A network approach," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 20-36.
    36. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    37. Boot, Arnoud W. A. & Thakor, Anjan V. & Udell, Gregory F., 1991. "Credible commitments, contract enforcement problems and banks: Intermediation as credibility assurance," Journal of Banking & Finance, Elsevier, vol. 15(3), pages 605-632, June.
    38. Yael V. Hochberg & Alexander Ljungqvist & Yang Lu, 2007. "Whom You Know Matters: Venture Capital Networks and Investment Performance," Journal of Finance, American Finance Association, vol. 62(1), pages 251-301, February.
    39. 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.
    40. Alexander Ljungqvist & Matthew Richardson & Daniel Wolfenzon, 2020. "The investment behavior of buyout funds: Theory and evidence," Financial Management, Financial Management Association International, vol. 49(1), pages 3-32, March.
    41. Diamond, Douglas W, 1989. "Reputation Acquisition in Debt Markets," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 828-862, August.
    42. Victoria Ivashina & David Scharfstein, 2010. "Loan Syndication and Credit Cycles," American Economic Review, American Economic Association, vol. 100(2), pages 57-61, May.
    43. Steven N. Kaplan & Per Stromberg, 2009. "Leveraged Buyouts and Private Equity," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 121-146, Winter.
    44. Gompers, Paul & Kaplan, Steven N. & Mukharlyamov, Vladimir, 2016. "What do private equity firms say they do?," Journal of Financial Economics, Elsevier, vol. 121(3), pages 449-476.
    45. Yael V. Hochberg & Alexander Ljungqvist & Yang Lu, 2010. "Networking as a Barrier to Entry and the Competitive Supply of Venture Capital," Journal of Finance, American Finance Association, vol. 65(3), pages 829-859, June.
    46. Steven J. Davis & John C. Haltiwanger & Kyle Handley & Ben Lipsius & Josh Lerner & Javier Miranda, 2019. "The (Heterogenous) Economic Effects of Private Equity Buyouts," NBER Working Papers 26371, National Bureau of Economic Research, Inc.
    47. 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.
    48. Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
    49. Benmelech, Efraim & Garmaise, Mark J. & Moskowitz, Tobias J., 2005. "Do Liquidation Values Affect Financial Contracts? Evidence From Commercial Loan Contracts and Zoning Regulations," Working Papers 201, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    50. Plagmann, Carolin & Lutz, Eva, 2019. "Beggars or choosers? Lead venture capitalists and the impact of reputation on syndicate partner selection in international settings," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 359-378.
    51. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    52. Dennis, Steven & Nandy, Debarshi & Sharpe, Lan G., 2000. "The Determinants of Contract Terms in Bank Revolving Credit Agreements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(1), pages 87-110, March.
    53. Shai Bernstein & Albert Sheen, 2016. "The Operational Consequences of Private Equity Buyouts: Evidence from the Restaurant Industry," The Review of Financial Studies, Society for Financial Studies, vol. 29(9), pages 2387-2418.
    54. Berger, Allen N. & Udell, Gregory F., 1990. "Collateral, loan quality and bank risk," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 21-42, January.
    55. Hochberg, Yael V. & Lindsey, Laura A. & Westerfield, Mark M., 2015. "Resource accumulation through economic ties: Evidence from venture capital," Journal of Financial Economics, Elsevier, vol. 118(2), pages 245-267.
    56. Joshua Lerner, 1994. "The Syndication of Venture Capital Investments," Financial Management, Financial Management Association, vol. 23(3), Fall.
    57. Cesare Fracassi, 2017. "Corporate Finance Policies and Social Networks," Management Science, INFORMS, vol. 63(8), pages 2420-2438, August.
    58. Ozmel, Umit & Robinson, David T. & Stuart, Toby E., 2013. "Strategic alliances, venture capital, and exit decisions in early stage high-tech firms," Journal of Financial Economics, Elsevier, vol. 107(3), pages 655-670.
    59. Victoria Ivashina & Anna Kovner, 2011. "The Private Equity Advantage: Leveraged Buyout Firms and Relationship Banking," The Review of Financial Studies, Society for Financial Studies, vol. 24(7), pages 2462-2498.
    60. López-Espinosa, Germán & Mayordomo, Sergio & Moreno, Antonio, 2017. "When does relationship lending start to pay?," Journal of Financial Intermediation, Elsevier, vol. 31(C), pages 16-29.
    61. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    62. Bajo, Emanuele & Chemmanur, Thomas J. & Simonyan, Karen & Tehranian, Hassan, 2016. "Underwriter networks, investor attention, and initial public offerings," Journal of Financial Economics, Elsevier, vol. 122(2), pages 376-408.
    63. 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.
    64. Robert J. Richmond, 2019. "Trade Network Centrality and Currency Risk Premia," Journal of Finance, American Finance Association, vol. 74(3), pages 1315-1361, June.
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