Common information asymmetry factors in syndicated loan structures
AbstractThis paper provides a comprehensive study of the syndicate structure and its relationship to information asymmetry and loan spread by using principal component analysis on a large set of 40 structure-related variables. A total of six structure components are identified and related to syndicate quality, syndicate members’ heterogeneity or share concentration, lead arranger’s characteristics, lead lender’s or syndicate’s location, lender–borrower relationships, and lead institution type. In multivariate settings, all six components are significant determinants of loan spread, either directly or indirectly through their impact on other components. Lead share retention, previous lender–borrower relationships and syndicate quality are shown to be bilaterally related to loan spread. Structure components differ regionally, which can provide an explanation for the European pricing discount observed in the literature. An Asian discount is observed and cannot be explained by structure differences.
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Bibliographic InfoArticle provided by Elsevier in its journal Journal of Banking & Finance.
Volume (Year): 36 (2012)
Issue (Month): 5 ()
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Web page: http://www.elsevier.com/locate/jbf
Syndicated loan market; Principal component analysis; Syndicate structure; Information asymmetry; European pricing discount;
Find related papers by JEL classification:
- C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
- C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
- F34 - International Economics - - International Finance - - - International Lending and Debt Problems
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
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- Maretno Harjoto & Donald Mullineaux & Ha-Chin Yi, 2006. "A Comparison of Syndicated Loan Pricing at Investment and Commercial Banks," Financial Management, Financial Management Association, vol. 35(4), Winter.
- Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, 04.
- 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.
- Dennis, Steven A. & Mullineaux, Donald J., 2000. "Syndicated Loans," Journal of Financial Intermediation, Elsevier, vol. 9(4), pages 404-426, October.
- 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, 03.
- Maretno Harjoto & Donald J. Mullineaux & Ha-Chin Yi, 2006. "A Comparison of Syndicated Loan Pricing at Investment and Commercial Banks," Financial Management, Financial Management Association International, vol. 35(4), pages 49-70, December.
- 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(01), pages 37-60, March.
- Angbazo, Lazarus A. & Mei, Jianping & Saunders, Anthony, 1998. "Credit spreads in the market for highly leveraged transaction loans," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1249-1282, October.
- Chowdhry, Bhagwan, 1991. "What Is Different about International Lending?," Review of Financial Studies, Society for Financial Studies, vol. 4(1), pages 121-48.
- 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.
- Katerina Simons, 1993. "Why do banks syndicate loans?," New England Economic Review, Federal Reserve Bank of Boston, issue Jan, pages 45-52.
- Cook, Douglas O. & Schellhorn, Carolin D. & Spellman, Lewis J., 2003. "Lender certification premiums," Journal of Banking & Finance, Elsevier, vol. 27(8), pages 1561-1579, August.
- 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.
- Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
- Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
- Bolton, Patrick & Scharfstein, David S, 1996. "Optimal Debt Structure and the Number of Creditors," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 1-25, February.
- Anthony Coleman & Neil Esho & Ian Sharpe, 2006. "Does Bank Monitoring Influence Loan Contract Terms?," Journal of Financial Services Research, Springer, vol. 30(2), pages 177-198, October.
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