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Financial institution network and the certification value of bank loans

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  • Christophe J. Godlewski

    (LARGE - Laboratoire de recherche en gestion et économie - UNISTRA - Université de Strasbourg - L'europe en mutation : histoire, droit, économie et identités culturelles - UNISTRA - Université de Strasbourg - CNRS - Centre National de la Recherche Scientifique)

  • Bulat Sanditov

    (IMT-BS - DEFI - Département Droit, Economie et Finances - TEM - Télécom Ecole de Management - IMT - Institut Mines-Télécom [Paris] - IMT-BS - Institut Mines-Télécom Business School - IMT - Institut Mines-Télécom [Paris], LITEM - Laboratoire en Innovation, Technologies, Economie et Management (EA 7363) - EESC-GEM Grenoble Ecole de Management - UEVE - Université d'Évry-Val-d'Essonne - TEM - Télécom Ecole de Management)

Abstract

Social networks and reputation are believed to play important roles in mitigating informational frictions related to financial intermediation, in particular bank lending. We investigate the effect of the network and reputation of financial institutions on the certification value of bank loans using data on syndicated loans to European companies. We find that the presence of more central and reputable leaders in a syndicate substantially increases the stock market's reaction to loan announcements. This certification value is reinforced when informational frictions are more important, but vanishes in case of severe disruptions in the functioning of financial markets, such as during the financial crisis of 2008.

Suggested Citation

  • Christophe J. Godlewski & Bulat Sanditov, 2015. "Financial institution network and the certification value of bank loans," Post-Print hal-01273237, HAL.
  • Handle: RePEc:hal:journl:hal-01273237
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    as
    1. Ranjay Gulati, 1999. "Network location and learning: the influence of network resources and firm capabilities on alliance formation," Strategic Management Journal, Wiley Blackwell, vol. 20(5), pages 397-420, May.
    2. 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.
    3. James, Christopher, 1987. "Some evidence on the uniqueness of bank loans," Journal of Financial Economics, Elsevier, vol. 19(2), pages 217-235, December.
    4. Lauren Cohen & Andrea Frazzini & Christopher Malloy, 2008. "The Small World of Investing: Board Connections and Mutual Fund Returns," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 951-979, October.
    5. Besanko, David & Thakor, Anjan V., 1987. "Competitive equilibrium in the credit market under asymmetric information," Journal of Economic Theory, Elsevier, vol. 42(1), pages 167-182, June.
    6. 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.
    7. Lummer, Scott L. & McConnell, John J., 1989. "Further evidence on the bank lending process and the capital-market response to bank loan agreements," Journal of Financial Economics, Elsevier, vol. 25(1), pages 99-122, November.
    8. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
    9. Allen N. Berger & Marco A. Espinosa‐Vega & W. Scott Frame & Nathan H. Miller, 2005. "Debt Maturity, Risk, and Asymmetric Information," Journal of Finance, American Finance Association, vol. 60(6), pages 2895-2923, December.
    10. Lily Hua Fang, 2005. "Investment Bank Reputation and the Price and Quality of Underwriting Services," Journal of Finance, American Finance Association, vol. 60(6), pages 2729-2761, December.
    11. Miguel Meuleman & Mike Wright & Sophie Manigart & Andy Lockett, 2009. "Private Equity Syndication: Agency Costs, Reputation and Collaboration," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(5‐6), pages 616-644, June.
    12. Wei-Shao Wu & Hsing-Hua Chang & Sandy Suardi & Yuanchen Chang, 2013. "The Cascade Effect on Lending Conditions: Evidence from the Syndicated Loan Market," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 40(9-10), pages 1247-1275, November.
    13. Yener Altunbas & Alper Kara & David Marques-Ibanez, 2010. "Large debt financing: syndicated loans versus corporate bonds," The European Journal of Finance, Taylor & Francis Journals, vol. 16(5), pages 437-458.
    14. 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.
    15. 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.
    16. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    17. Engelberg, Joseph & Gao, Pengjie & Parsons, Christopher A., 2012. "Friends with money," Journal of Financial Economics, Elsevier, vol. 103(1), pages 169-188.
    18. Kamphol Panyagometh & Gordon S. Roberts, 2010. "Do Lead Banks Exploit Syndicate Participants? Evidence from Ex Post Risk," Financial Management, Financial Management Association International, vol. 39(1), pages 273-299, March.
    19. James A. Brander & Raphael Amit & Werner Antweiler, 2002. "Venture‐Capital Syndication: Improved Venture Selection vs. The Value‐Added Hypothesis," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 11(3), pages 423-452, September.
    20. 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.
    21. D. De Clercq & D. P. Dimov, 2004. "Explaining venture capital firms’ syndication behavior: A longitudinal study," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 04/279, Ghent University, Faculty of Economics and Business Administration.
    22. Cihak, Martin & Demirguc-Kunt, Asli & Feyen, Erik & Levine, Ross, 2012. "Benchmarking financial systems around the world," Policy Research Working Paper Series 6175, The World Bank.
    23. Jonathan D. Jones & William W. Lang & Peter J. Nigro, 2005. "Agent Bank Behavior In Bank Loan Syndications," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 28(3), pages 385-402, September.
    24. Pistor, Katharina, 2009. "Global network finance: Institutional innovation in the global financial market place," Journal of Comparative Economics, Elsevier, vol. 37(4), pages 552-567, December.
    25. Miguel A. Ferreira & Pedro Matos, 2012. "Universal Banks and Corporate Control: Evidence from the Global Syndicated Loan Market," The Review of Financial Studies, Society for Financial Studies, vol. 25(9), pages 2703-2744.
    26. Stefano Gatti & Stefanie Kleimeier & William Megginson & Alessandro Steffanoni, 2013. "Arranger Certification in Project Finance," Financial Management, Financial Management Association International, vol. 42(1), pages 1-40, March.
    27. Miguel Meuleman & Mike Wright & Sophie Manigart & Andy Lockett, 2009. "Private Equity Syndication: Agency Costs, Reputation and Collaboration," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(5-6), pages 616-644.
    28. Champagne, Claudia & Kryzanowski, Lawrence, 2007. "Are current syndicated loan alliances related to past alliances?," Journal of Banking & Finance, Elsevier, vol. 31(10), pages 3145-3161, October.
    29. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    30. Casamatta, Catherine & Haritchabalet, Carole, 2007. "Experience, screening and syndication in venture capital investments," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 368-398, July.
    31. Christophe J. Godlewski, 2010. "Banking environment and loan syndicate structure: a cross-country analysis," Post-Print hal-03047764, HAL.
    32. 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," Post-Print hal-01289953, HAL.
    33. 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.
    34. Cho, Seong-Soon & El Ghoul, Sadok & Guedhami, Omrane & Suh, Jungwon, 2014. "Creditor rights and capital structure: Evidence from international data," Journal of Corporate Finance, Elsevier, vol. 25(C), pages 40-60.
    35. 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.
    36. Mosebach, Michael, 1999. "Market response to banks granting lines of credit," Journal of Banking & Finance, Elsevier, vol. 23(11), pages 1707-1723, November.
    37. McCahery, Joseph & Schwienbacher, Armin, 2010. "Bank reputation in the private debt market," Journal of Corporate Finance, Elsevier, vol. 16(4), pages 498-515, September.
    38. 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.
    39. Campbell, Cynthia J. & Cowan, Arnold R. & Salotti, Valentina, 2010. "Multi-country event-study methods," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 3078-3090, December.
    40. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    41. 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.
    42. Preece, Dianna & Mullineaux, Donald J., 1996. "Monitoring, loan renegotiability, and firm value: The role of lending syndicates," Journal of Banking & Finance, Elsevier, vol. 20(3), pages 577-593, April.
    43. 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.
    44. Radhakrishnan Gopalan & Vikram Nanda & Vijay Yerramilli, 2011. "Does Poor Performance Damage the Reputation of Financial Intermediaries? Evidence from the Loan Syndication Market," Journal of Finance, American Finance Association, vol. 66(6), pages 2083-2120, December.
    45. Di Cagno, Daniela & Sciubba, Emanuela, 2010. "Trust, trustworthiness and social networks: Playing a trust game when networks are formed in the lab," Journal of Economic Behavior & Organization, Elsevier, vol. 75(2), pages 156-167, August.
    46. Wang, Lanfang & Wang, Susheng, 2012. "Endogenous networks in investment syndication," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 640-663.
    47. Marie-Hélène Broihanne & Christophe J. GODLEWSKI, 2014. "Building reputation on the syndicated lending market: A participant bank perspective," Working Papers of LaRGE Research Center 2014-02, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.
    48. Sang Whi Lee & Donald J. Mullineaux, 2004. "Monitoring, Financial Distress, and the Structure of Commercial Lending Syndicates," Financial Management, Financial Management Association, vol. 33(3), Fall.
    49. 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.
    50. Robert M. Bushman & Regina Wittenberg‐Moerman, 2012. "The Role of Bank Reputation in “Certifying” Future Performance Implications of Borrowers’ Accounting Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 50(4), pages 883-930, September.
    51. Song, Fei, 2009. "Intergroup trust and reciprocity in strategic interactions: Effects of group decision-making mechanisms," Organizational Behavior and Human Decision Processes, Elsevier, vol. 108(1), pages 164-173, January.
    52. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-855, September.
    53. Bosch, Oliver & Steffen, Sascha, 2011. "On syndicate composition, corporate structure and the certification effect of credit ratings," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 290-299, February.
    54. Brown, Stephen J. & Warner, Jerold B., 1980. "Measuring security price performance," Journal of Financial Economics, Elsevier, vol. 8(3), pages 205-258, September.
    55. 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.
    56. Chaudhry, Sajid M. & Kleimeier, Stefanie, 2015. "Lead arranger reputation and the structure of loan syndicates," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 38(C), pages 116-126.
    57. Cai, Ye & Sevilir, Merih, 2012. "Board connections and M&A transactions," Journal of Financial Economics, Elsevier, vol. 103(2), pages 327-349.
    58. Fama, Eugene F., 1985. "What's different about banks?," Journal of Monetary Economics, Elsevier, vol. 15(1), pages 29-39, January.
    59. Rajan, Raghuram & Winton, Andrew, 1995. "Covenants and Collateral as Incentives to Monitor," Journal of Finance, American Finance Association, vol. 50(4), pages 1113-1146, September.
    60. Kathleen Fuller & Jeffry Netter & Mike Stegemoller, 2002. "What Do Returns to Acquiring Firms Tell Us? Evidence from Firms That Make Many Acquisitions," Journal of Finance, American Finance Association, vol. 57(4), pages 1763-1793, August.
    61. Chuluun, Tuugi, 2015. "The role of underwriter peer networks in IPOs," Journal of Banking & Finance, Elsevier, vol. 51(C), pages 62-78.
    62. Best, Ronald & Zhang, Hang, 1993. "Alternative Information," Journal of Finance, American Finance Association, vol. 48(4), pages 1507-1522, September.
    63. Joel A. C. Baum & Andrew V. Shipilov & Tim J. Rowley, 2003. "Where do small worlds come from?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 12(4), pages 697-725, August.
    64. Jian Cai, 2009. "Competition or collaboration? The reciprocity effect in loan syndication," Working Papers (Old Series) 0909, Federal Reserve Bank of Cleveland.
    65. Dirk De Clercq & Dimo Dimov, 2004. "Explaining venture capital firms' syndication behaviour: A longitudinal study," Venture Capital, Taylor & Francis Journals, vol. 6(4), pages 243-256, October.
    66. Billett, Matthew T & Flannery, Mark J & Garfinkel, Jon A, 1995. "The Effect of Lender Identity on a Borrowing Firm's Equity Return," Journal of Finance, American Finance Association, vol. 50(2), pages 699-718, June.
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    More about this item

    Keywords

    Reputation; Social network analysis; Betweenness centrality; Bank loan; Event study; Europe; Syndicated lending;
    All these keywords.

    JEL classification:

    • 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
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation

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