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Does Competition Affect Bank Risk?

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  • Liangliang Jiang
  • Ross Levine
  • Chen Lin

Abstract

Although policymakers often discuss tradeoffs between bank competition and stability, past research provides differing theoretical perspectives and empirical results on the impact of competition on risk. In this paper, we employ a new approach for identifying exogenous changes in the competitive pressures facing individual banks and discover that an intensification of competition materially boosts bank risk. With respect to the mechanisms, we find that competition reduces bank profits, charter values, and relationship lending and increases banks’ provision of nontraditional banking services.

Suggested Citation

  • Liangliang Jiang & Ross Levine & Chen Lin, 2017. "Does Competition Affect Bank Risk?," NBER Working Papers 23080, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:23080
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    1. Akins, Brian & Li, Lynn & Ng, Jeffrey & Rusticus, Tjomme O., 2016. "Bank Competition and Financial Stability: Evidence from the Financial Crisis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(1), pages 1-28, February.
    2. Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2017. "Measuring Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 2-47.
    3. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    4. Nicola Cetorelli & Philip E. Strahan, 2006. "Finance as a Barrier to Entry: Bank Competition and Industry Structure in Local U.S. Markets," Journal of Finance, American Finance Association, vol. 61(1), pages 437-461, February.
    5. Liangliang Jiang & Ross Levine & Chen Lin, 2016. "Competition and Bank Opacity," The Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1911-1942.
    6. Astrid A. Dick, 2006. "Nationwide Branching and Its Impact on Market Structure, Quality, and Bank Performance," The Journal of Business, University of Chicago Press, vol. 79(2), pages 567-592, March.
    7. Anginer, Deniz & Demirguc-Kunt, Asli & Zhu, Min, 2014. "How does competition affect bank systemic risk?," Journal of Financial Intermediation, Elsevier, vol. 23(1), pages 1-26.
    8. Demirguc-Kunt, Asli & Detragiache, Enrica, 2002. "Does deposit insurance increase banking system stability? An empirical investigation," Journal of Monetary Economics, Elsevier, vol. 49(7), pages 1373-1406, October.
    9. Dean Corbae & Pablo D’Erasmo, 2015. "Foreign Competition and Banking Industry Dynamics: An Application to Mexico," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 63(4), pages 830-867, November.
    10. Milton Friedman & Anna J. Schwartz, 1963. "A Monetary History of the United States, 1867–1960," NBER Books, National Bureau of Economic Research, Inc, number frie63-1.
    11. Bernanke, Ben S, 1983. "Nonmonetary Effects of the Financial Crisis in Propagation of the Great Depression," American Economic Review, American Economic Association, vol. 73(3), pages 257-276, June.
    12. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    13. Keeley, Michael C, 1990. "Deposit Insurance, Risk, and Market Power in Banking," American Economic Review, American Economic Association, vol. 80(5), pages 1183-1200, December.
    14. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    15. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    16. J. David Brown & John S. Earle, 2017. "Finance and Growth at the Firm Level: Evidence from SBA Loans," Journal of Finance, American Finance Association, vol. 72(3), pages 1039-1080, June.
    17. Robert M. Bushman & Christopher D. Williams, 2015. "Delayed Expected Loss Recognition and the Risk Profile of Banks," Journal of Accounting Research, Wiley Blackwell, vol. 53(3), pages 511-553, June.
    18. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    19. Kevin C. Murdock & Thomas F. Hellmann & Joseph E. Stiglitz, 2000. "Liberalization, Moral Hazard in Banking, and Prudential Regulation: Are Capital Requirements Enough?," American Economic Review, American Economic Association, vol. 90(1), pages 147-165, March.
    20. Adam B. Ashcraft, 2005. "Are Banks Really Special? New Evidence from the FDIC-Induced Failure of Healthy Banks," American Economic Review, American Economic Association, vol. 95(5), pages 1712-1730, December.
    21. Nalebuff, Barry J & Stiglitz, Joseph E, 1983. "Information, Competition, and Markets," American Economic Review, American Economic Association, vol. 73(2), pages 278-283, May.
    22. Calomiris, Charles W & Mason, Joseph R, 1997. "Contagion and Bank Failures during the Great Depression: The June 1932 Chicago Banking Panic," American Economic Review, American Economic Association, vol. 87(5), pages 863-883, December.
    23. Gabriel Chodorow-Reich, 2014. "Effects of Unconventional Monetary Policy on Financial Institutions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 45(1 (Spring), pages 155-227.
    24. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    25. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    26. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2006. "Bank concentration, competition, and crises: First results," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1581-1603, May.
    27. Andrew Ellul & Vijay Yerramilli, 2013. "Stronger Risk Controls, Lower Risk: Evidence from U.S. Bank Holding Companies," Journal of Finance, American Finance Association, vol. 68(5), pages 1757-1803, October.
    28. Romain Rancière & Aaron Tornell & Frank Westermann, 2008. "Systemic Crises and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 359-406.
    29. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    30. Houston, Joel F. & Lin, Chen & Lin, Ping & Ma, Yue, 2010. "Creditor rights, information sharing, and bank risk taking," Journal of Financial Economics, Elsevier, vol. 96(3), pages 485-512, June.
    31. Jeffrey J. Burks & Christine Cuny & Joseph Gerakos & João Granja, 2018. "Competition and voluntary disclosure: evidence from deregulation in the banking industry," Review of Accounting Studies, Springer, vol. 23(4), pages 1471-1511, December.
    32. Jayaratne, Jith & Strahan, Philip E, 1998. "Entry Restrictions, Industry Evolution, and Dynamic Efficiency: Evidence from Commercial Banking," Journal of Law and Economics, University of Chicago Press, vol. 41(1), pages 239-273, April.
    33. Evan Gatev & Til Schuermann & Philip E. Strahan, 2009. "Managing Bank Liquidity Risk: How Deposit-Loan Synergies Vary with Market Conditions," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 995-1020, March.
    34. Stiroh, Kevin J, 2004. "Diversification in Banking: Is Noninterest Income the Answer?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(5), pages 853-882, October.
    35. Goetz, Martin R. & Laeven, Luc & Levine, Ross, 2016. "Does the geographic expansion of banks reduce risk?," Journal of Financial Economics, Elsevier, vol. 120(2), pages 346-362.
    36. DeYoung, Robert & Roland, Karin P., 2001. "Product Mix and Earnings Volatility at Commercial Banks: Evidence from a Degree of Total Leverage Model," Journal of Financial Intermediation, Elsevier, vol. 10(1), pages 54-84, January.
    37. Stiroh, Kevin J & Strahan, Philip E, 2003. "Competitive Dynamics of Deregulation: Evidence from U.S. Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(5), pages 801-828, October.
    38. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    39. Randall S. Kroszner & Philip E. Strahan, 1999. "What Drives Deregulation? Economics and Politics of the Relaxation of Bank Branching Restrictions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1437-1467.
    40. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    41. David Martinez-Miera & Rafael Repullo, 2010. "Does Competition Reduce the Risk of Bank Failure?," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3638-3664, October.
    42. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    43. Xavier Freixas & Jean-Charles Rochet, 2008. "Microeconomics of Banking, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262062704, April.
    44. Dimson, Elroy, 1979. "Risk measurement when shares are subject to infrequent trading," Journal of Financial Economics, Elsevier, vol. 7(2), pages 197-226, June.
    45. Goetz, Martin R., 2018. "Competition and bank stability," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 57-69.
    46. Giovanni Dell'Ariccia & Robert Marquez, 2006. "Lending Booms and Lending Standards," Journal of Finance, American Finance Association, vol. 61(5), pages 2511-2546, October.
    47. Allen N. Berger & Leora F. Klapper & Rima Turk-Ariss, 2017. "Bank competition and financial stability," Chapters, in: Jacob A. Bikker & Laura Spierdijk (ed.), Handbook of Competition in Banking and Finance, chapter 10, pages 185-204, Edward Elgar Publishing.
    48. Brickley, James A. & James, Christopher M., 1986. "Access to deposit insurance, insolvency rules and the stock returns of financial institutions," Journal of Financial Economics, Elsevier, vol. 16(3), pages 345-371, July.
    49. Mayer,Colin & Vives,Xavier (ed.), 1993. "Capital Markets and Financial Intermediation," Cambridge Books, Cambridge University Press, number 9780521443975, September.
    50. Martin R. Goetz & Luc Laeven & Ross Levine, 2013. "Identifying the Valuation Effects and Agency Costs of Corporate Diversification: Evidence from the Geographic Diversification of U.S. Banks," The Review of Financial Studies, Society for Financial Studies, vol. 26(7), pages 1787-1823.
    51. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    52. 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.
    53. Xavier Giroud, 2013. "Proximity and Investment: Evidence from Plant-Level Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 861-915.
    54. Klaus Schaeck & Martin Cihak & Simon Wolfe, 2009. "Are Competitive Banking Systems More Stable?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(4), pages 711-734, June.
    55. Berg, Tobias & Gider, Jasmin, 2017. "What Explains the Difference in Leverage between Banks and Nonbanks?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(6), pages 2677-2702, December.
    56. Anginer, Deniz & Demirguc-Kunt, Asli & Zhu, Min, 2012. "How does bank competition affect systemic stability ?," Policy Research Working Paper Series 5981, The World Bank.
    57. Houston, Joel F. & James, Christopher, 1995. "CEO compensation and bank risk Is compensation in banking structured to promote risk taking?," Journal of Monetary Economics, Elsevier, vol. 36(2), pages 405-431, November.
    58. Charles W. Calomiris & Joseph R. Mason, 2003. "Consequences of Bank Distress During the Great Depression," American Economic Review, American Economic Association, vol. 93(3), pages 937-947, June.
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    6. Gustavo Joaquim & Bernardus Van Doornik & José Renato Ornelas, 2019. "Bank Competition, Cost of Credit and Economic Activity: evidence from Brazil," Working Papers Series 508, Central Bank of Brazil, Research Department.
    7. Robin Dottling, 2018. "Bank Capital Regulation in a Zero Interest Environment," Tinbergen Institute Discussion Papers 18-016/IV, Tinbergen Institute, revised 11 Oct 2019.
    8. Buch, Claudia M. & Eickmeier, Sandra & Prieto, Esteban, 2022. "Banking deregulation, macroeconomic dynamics and monetary policy," Journal of Financial Stability, Elsevier, vol. 63(C).
    9. Raffaela Casciello & Marco Maffei & David A. Ziebart, 2024. "Regulatory and contextual factors influencing earnings and capital management decisions: evidence from the European banking sector," Review of Quantitative Finance and Accounting, Springer, vol. 63(1), pages 87-146, July.
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    11. Faia, Ester & Laffitte, Sebastien & Ottaviano, Gianmarco I.P., 2019. "Foreign expansion, competition and bank risk," Journal of International Economics, Elsevier, vol. 118(C), pages 179-199.
    12. Dean Corbae & Pablo D'Erasmo, 2014. "Capital requirements in a quantitative model of banking industry dynamics," Working Papers 14-13, Federal Reserve Bank of Philadelphia.
    13. Liu, Yang, 2022. "Comment on “Asset bubbles and talent misallocation”," Journal of Economic Dynamics and Control, Elsevier, vol. 141(C).
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    18. Samangi Bandaranayake & Kuntal K. Das & Robert W. Reed, 2020. "Another Look At ‘Bank Competition And Financial Stability: Much Ado About Nothing’?," Journal of Economic Surveys, Wiley Blackwell, vol. 34(2), pages 344-371, April.
    19. Samangi Bandaranayake & Kuntal K. Das & W. Robert Reed, 2018. "A Replication of “Bank Competition and Financial Stability: Much Ado About Nothing?” (Journal of Economic Surveys, 2016)," Working Papers in Economics 18/18, University of Canterbury, Department of Economics and Finance.
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    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L1 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance

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