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Do banks extract informational rents through collateral?

Author

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  • Bing Xu
  • Honglin Wang
  • Adrian Van Rixtel

Abstract

This paper investigates if informational monopolies resulting from relationship lending and bank market concentration allow for rent extraction through collateral. Our identification strategy hinges on the notion that informational equalization shocks (such as equity IPOs) erode rent seeking opportunities, while competing theories do not rely on information asymmetries among lenders. Using a unique hand-collected database of 9,288 bank loans obtained by 649 listed Chinese firms, we find that collateral incidence is positively associated with relationship intensity and bank market concentration, while this effect is moderated for post-IPO loans. These results are obtained controlling for a large number of loan and firm characteristics, monetary policy variables and regional macroeconomic characteristics. We also demonstrate important cross-sectional variation among borrowing firms: rent extraction through collateral is significantly less pronounced for less risky firms. Our results hold for a battery of robustness tests, both included in the paper and in an Internet appendix (available upon request). Furthermore, we provide new evidence on the determinants of collateral in Chinese bank lending markets.

Suggested Citation

  • Bing Xu & Honglin Wang & Adrian Van Rixtel, 2015. "Do banks extract informational rents through collateral?," BIS Working Papers 522, Bank for International Settlements.
  • Handle: RePEc:bis:biswps:522
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    1. Inderst, Roman & Mueller, Holger M., 2007. "A lender-based theory of collateral," Journal of Financial Economics, Elsevier, vol. 84(3), pages 826-859, June.
    2. Keith Finlay & Leandro M. Magnusson, 2009. "Implementing weak-instrument robust tests for a general class of instrumental-variables models," Stata Journal, StataCorp LP, vol. 9(3), pages 398-421, September.
    3. Presbitero, Andrea F. & Zazzaro, Alberto, 2011. "Competition and relationship lending: Friends or foes?," Journal of Financial Intermediation, Elsevier, vol. 20(3), pages 387-413, July.
    4. Christa Hainz & Laurent Weill & Christophe Godlewski, 2013. "Bank Competition and Collateral: Theory and Evidence," Journal of Financial Services Research, Springer;Western Finance Association, vol. 44(2), pages 131-148, October.
    5. Boot, Arnoud W A & Thakor, Anjan V & Udell, Gregory F, 1991. "Secured Lending and Default Risk: Equilibrium Analysis, Policy Implications and Empirical Results," Economic Journal, Royal Economic Society, vol. 101(406), pages 458-472, May.
    6. 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.
    7. Brick, Ivan E. & Palia, Darius, 2007. "Evidence of jointness in the terms of relationship lending," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 452-476, July.
    8. Arito Ono & Iichiro Uesugi, 2009. "Role of Collateral and Personal Guarantees in Relationship Lending: Evidence from Japan's SME Loan Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(5), pages 935-960, August.
    9. Berlin, Mitchell & Mester, Loretta J, 1999. "Deposits and Relationship Lending," The Review of Financial Studies, Society for Financial Studies, vol. 12(3), pages 579-607.
    10. Berlin, Mitchell & Mester, Loretta J., 1992. "Debt covenants and renegotiation," Journal of Financial Intermediation, Elsevier, vol. 2(2), pages 95-133, June.
    11. 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.
    12. Hainz, Christa, 2003. "Bank competition and credit markets in transition economies," Journal of Comparative Economics, Elsevier, vol. 31(2), pages 223-245, June.
    13. 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.
    14. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    15. Barclay, Michael J. & Marx, Leslie M. & Smith, Clifford Jr., 2003. "The joint determination of leverage and maturity," Journal of Corporate Finance, Elsevier, vol. 9(2), pages 149-167, March.
    16. Pessarossi, Pierre & Godlewski, Christophe J. & Weill, Laurent, 2012. "Foreign bank lending and information asymmetries in China: Empirical evidence from the syndicated loan market," Journal of Asian Economics, Elsevier, vol. 23(4), pages 423-433.
    17. Chan, Yuk-Shee & Greenbaum, Stuart I. & Thakor, Anjan V., 1986. "Information reusability, competition and bank asset quality," Journal of Banking & Finance, Elsevier, vol. 10(2), pages 243-253, June.
    18. M. Dewatripont & E. Maskin, 1995. "Credit and Efficiency in Centralized and Decentralized Economies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 541-555.
    19. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    20. Chakraborty, Atreya & Hu, Charles X., 2006. "Lending relationships in line-of-credit and nonline-of-credit loans: Evidence from collateral use in small business," Journal of Financial Intermediation, Elsevier, vol. 15(1), pages 86-107, January.
    21. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    22. Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
    23. Longhofer, Stanley D. & Santos, Joao A. C., 2000. "The Importance of Bank Seniority for Relationship Lending," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 57-89, January.
    24. Jimenez, Gabriel & Saurina, Jesus, 2004. "Collateral, type of lender and relationship banking as determinants of credit risk," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2191-2212, September.
    25. Sascha O. Becker & Marco Caliendo, 2007. "Sensitivity analysis for average treatment effects," Stata Journal, StataCorp LP, vol. 7(1), pages 71-83, February.
    26. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    27. 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.
    28. Flannery, Mark J, 1986. "Asymmetric Information and Risky Debt Maturity Choice," Journal of Finance, American Finance Association, vol. 41(1), pages 19-37, March.
    29. Carola Schenone, 2010. "Lending Relationships and Information Rents: Do Banks Exploit Their Information Advantages?," The Review of Financial Studies, Society for Financial Studies, vol. 23(3), pages 1149-1199, March.
    30. 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.
    31. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    32. Hujer, Reinhard & Caliendo, Marco & Thomsen, Stephan L., 2004. "New evidence on the effects of job creation schemes in Germany--a matching approach with threefold heterogeneity," Research in Economics, Elsevier, vol. 58(4), pages 257-302, December.
    33. Jun (Qj) Qian & Philip E. Strahan & Zhishu Yang, 2015. "The Impact of Incentives and Communication Costs on Information Production and Use: Evidence from Bank Lending," Journal of Finance, American Finance Association, vol. 70(4), pages 1457-1493, August.
    34. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2011. "Ownership structure and the cost of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 100(1), pages 1-23, April.
    35. Chang, C. & Liao, G. & Yu, X. & Ni, Z., 2009. "Information from Relationship Lending : Evidence from China," Discussion Paper 2009-39 S, Tilburg University, Center for Economic Research.
    36. 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.
    37. Leeth, John D. & Scott, Jonathan A., 1989. "The Incidence of Secured Debt: Evidence from the Small Business Community," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(3), pages 379-394, September.
    38. 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.
    39. 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.
    40. Bing Xu & Adrian Van Rixtel & Michiel Van Leuvensteijn, 2013. "Measuring bank competition in China: a comparison of new versus conventional approaches applied to loan markets," BIS Working Papers 422, Bank for International Settlements.
    41. Besanko, David & Thakor, Anjan V, 1987. "Collateral and Rationing: Sorting Equilibria in Monopolistic and Competitive Credit Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 671-689, October.
    42. Jimenez, Gabriel & Salas, Vicente & Saurina, Jesus, 2006. "Determinants of collateral," Journal of Financial Economics, Elsevier, vol. 81(2), pages 255-281, August.
    43. Krahnen, Jan-Pieter, 2000. "Collateral, Default Risk, and Relationship Lending: An Empirical Study on Financial Contracting," CEPR Discussion Papers 2540, C.E.P.R. Discussion Papers.
    44. Giovanni Dell'Ariccia & Robert Marquez, 2006. "Lending Booms and Lending Standards," Journal of Finance, American Finance Association, vol. 61(5), pages 2511-2546, October.
    45. Chun Chang & Guanmin Liao & Xiaoyun Yu & Zheng Ni, 2014. "Information from Relationship Lending: Evidence from Loan Defaults in China," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(6), pages 1225-1257, September.
    46. Giovanni Dell'Ariccia & Ezra Friedman & Robert Marquez, 1999. "Adverse Selection as a Barrier to Entry in the Banking Industry," RAND Journal of Economics, The RAND Corporation, vol. 30(3), pages 515-534, Autumn.
    47. Hale, Galina & Santos, João A.C., 2009. "Do banks price their informational monopoly?," Journal of Financial Economics, Elsevier, vol. 93(2), pages 185-206, August.
    48. Boot, Arnoud W A & Thakor, Anjan V, 1994. "Moral Hazard and Secured Lending in an Infinitely Repeated Credit Market Game," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(4), pages 899-920, November.
    49. Chen, Jeff Zeyun & Lobo, Gerald J. & Wang, Yanyan & Yu, Lisheng, 2013. "Loan collateral and financial reporting conservatism: Chinese evidence," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4989-5006.
    50. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    51. Cull, Robert & Xu, Lixin Colin, 2003. "Who gets credit? The behavior of bureaucrats and state banks in allocating credit to Chinese state-owned enterprises," Journal of Development Economics, Elsevier, vol. 71(2), pages 533-559, August.
    52. João A. C. Santos & Andrew Winton, 2008. "Bank Loans, Bonds, and Information Monopolies across the Business Cycle," Journal of Finance, American Finance Association, vol. 63(3), pages 1315-1359, June.
    53. Li, Kai & Yue, Heng & Zhao, Longkai, 2009. "Ownership, institutions, and capital structure: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 471-490, September.
    54. 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.
    55. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    56. Menkhoff, Lukas & Neuberger, Doris & Suwanaporn, Chodechai, 2006. "Collateral-based lending in emerging markets: Evidence from Thailand," Journal of Banking & Finance, Elsevier, vol. 30(1), pages 1-21, January.
    57. Barclay, Michael J & Smith, Clifford W, Jr, 1995. "The Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 50(2), pages 609-631, June.
    58. 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.
    59. Manove, Michael & Padilla, A Jorge & Pagano, Marco, 2001. "Collateral versus Project Screening: A Model of Lazy Banks," RAND Journal of Economics, The RAND Corporation, vol. 32(4), pages 726-744, Winter.
    60. 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.
    61. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    62. Robert Marquez, 2002. "Competition, Adverse Selection, and Information Dispersion in the Banking Industry," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 901-926.
    63. Yasuda, Ayako, 2007. "Bank relationships and underwriter competition: Evidence from Japan," Journal of Financial Economics, Elsevier, vol. 86(2), pages 369-404, November.
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    Citations

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    Cited by:

    1. Hyun Song Shin, 2017. "Breaking free of the triple coincidence in international finance," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistical implications of the new financial landscape, volume 43, Bank for International Settlements.
    2. Eric Tassel, 2022. "Relationship Lending and Liquidation Under Imperfect Information," Journal of Financial Services Research, Springer;Western Finance Association, vol. 61(1), pages 151-165, February.
    3. Xu, Bing, 2019. "Permissible collateral and access to finance: Evidence from a quasi-natural experiment," China Economic Review, Elsevier, vol. 54(C), pages 237-255.
    4. Gareth Anderson & Saleem Bahaj & Matthieu Chavaz & Angus Foulis & Gabor Pinter, 2023. "Lending Relationships and the Collateral Channel," Review of Finance, European Finance Association, vol. 27(3), pages 851-887.
    5. Bing Xu, 2017. "Permissible collateral and access to finance: evidence from a quasi-natural experiment," Working Papers 1750, Banco de España.
    6. Xu, Bing, 2018. "Permissible collateral and access to finance: Evidence from a quasi-natural experiment," BOFIT Discussion Papers 3/2018, Bank of Finland Institute for Emerging Economies (BOFIT).
    7. Dmytro Osiichuk & Paweł Wnuczak, 2023. "Do Corporate Consolidations Affect the Competitive Positioning of Non-Financial Firms in China?," SAGE Open, , vol. 13(4), pages 21582440231, December.
    8. repec:zbw:bofitp:2018_003 is not listed on IDEAS
    9. Fengyan Yu & Qi Liang & Wei Wang, 2020. "State ownership and banks’ information rents: Evidence from China," The Financial Review, Eastern Finance Association, vol. 55(2), pages 277-306, May.

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    More about this item

    Keywords

    Informational rents; collateral; relationship lending; market structure; IPOs; China;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms

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