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Do peer effects matter in bank risk? Some cross-country evidence

Author

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  • Wang, Peiwen
  • Chen, Minghua
  • Wu, Ji
  • Yan, Yuanyun

Abstract

This paper empirically investigates whether peer effects play a significant role in shaping banks’ risk. We use panel data from more than 550 public banks in 32 economies during the period of 2000––2018. By estimating the directional pairwise connectedness between banks to identify the heterogeneous influence that peers may exert to banks’ performance, we find supportive evidence that banks’ risk is positively associated with that of their peers. This finding is consistent with the hypothesis that banks may learn from their peers when making their own risk-taking decisions. Our result remains consistent when we use various approaches to mitigate the potential endogeneity problems, employ various indicators of bank risk, and exercise some other robustness checks. Furthermore, our findings reveal that peer effects exhibit variations in response to some specific bank characteristics and market conditions.

Suggested Citation

  • Wang, Peiwen & Chen, Minghua & Wu, Ji & Yan, Yuanyun, 2023. "Do peer effects matter in bank risk? Some cross-country evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:intfin:v:88:y:2023:i:c:s1042443123001129
    DOI: 10.1016/j.intfin.2023.101844
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    as
    1. Amil Dasgupta & Andrea Prat & Michela Verardo, 2011. "Institutional Trade Persistence and Long‐Term Equity Returns," Journal of Finance, American Finance Association, vol. 66(2), pages 635-653, April.
    2. Roman Horvath, 2020. "Peer Effects in Central Banking," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 68(4), pages 764-814, December.
    3. Frijns, Bart & Huynh, Thanh D., 2018. "Herding in analysts’ recommendations: The role of media," Journal of Banking & Finance, Elsevier, vol. 91(C), pages 1-18.
    4. Chang, Eric C. & Cheng, Joseph W. & Khorana, Ajay, 2000. "An examination of herd behavior in equity markets: An international perspective," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1651-1679, October.
    5. Beck, Thorsten & De Jonghe, Olivier & Schepens, Glenn, 2013. "Bank competition and stability: Cross-country heterogeneity," Journal of Financial Intermediation, Elsevier, vol. 22(2), pages 218-244.
    6. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    7. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    8. Uchida, Hirofumi & Nakagawa, Ryuichi, 2007. "Herd behavior in the Japanese loan market: Evidence from bank panel data," Journal of Financial Intermediation, Elsevier, vol. 16(4), pages 555-583, October.
    9. Acharya, Viral & Naqvi, Hassan, 2012. "The seeds of a crisis: A theory of bank liquidity and risk taking over the business cycle," Journal of Financial Economics, Elsevier, vol. 106(2), pages 349-366.
    10. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    11. Angela A. Hung & Charles R. Plott, 2001. "Information Cascades: Replication and an Extension to Majority Rule and Conformity-Rewarding Institutions," American Economic Review, American Economic Association, vol. 91(5), pages 1508-1520, December.
    12. James R. Barth & Gerard Caprio & Ross Levine, 2013. "Bank regulation and supervision in 180 countries from 1999 to 2011," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(2), pages 111-219, May.
    13. Marco Cipriani & Antonio Guarino, 2005. "Herd Behavior in a Laboratory Financial Market," American Economic Review, American Economic Association, vol. 95(5), pages 1427-1443, December.
    14. Gerard Caprio & James Barth & Ross Levine, 2008. "Bank Regulations Are Changing: But For Better or Worse?," Center for Development Economics 2008-04, Department of Economics, Williams College.
    15. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    16. Ryuichi Nakagawa & Hirofumi Uchida, 2011. "Herd Behaviour by Japanese Banks after Financial Deregulation," Economica, London School of Economics and Political Science, vol. 78(312), pages 618-636, October.
    17. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    18. Mr. Luc Laeven & Mr. Fabian Valencia, 2018. "Systemic Banking Crises Revisited," IMF Working Papers 2018/206, International Monetary Fund.
    19. Emmanuel Farhi & Jean Tirole, 2012. "Collective Moral Hazard, Maturity Mismatch, and Systemic Bailouts," American Economic Review, American Economic Association, vol. 102(1), pages 60-93, February.
    20. Raghuram G. Rajan, 1994. "Why Bank Credit Policies Fluctuate: A Theory and Some Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 399-441.
    21. Demirgüç-Kunt, Asli & Huizinga, Harry, 2010. "Bank activity and funding strategies: The impact on risk and returns," Journal of Financial Economics, Elsevier, vol. 98(3), pages 626-650, December.
    22. Grennan, Jillian, 2019. "Dividend payments as a response to peer influence," Journal of Financial Economics, Elsevier, vol. 131(3), pages 549-570.
    23. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    24. André F Silva, 2019. "Strategic Liquidity Mismatch and Financial Sector Stability," The Review of Financial Studies, Society for Financial Studies, vol. 32(12), pages 4696-4733.
    25. Kai-Yu Hsieh & Freek Vermeulen, 2014. "The Structure of Competition: How Competition Between One’s Rivals Influences Imitative Market Entry," Organization Science, INFORMS, vol. 25(1), pages 299-319, February.
    26. Richard W. Sias, 2004. "Institutional Herding," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 165-206.
    27. Judith Chevalier & Glenn Ellison, 1999. "Career Concerns of Mutual Fund Managers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 389-432.
    28. Laeven, Luc & Ratnovski, Lev & Tong, Hui, 2016. "Bank size, capital, and systemic risk: Some international evidence," Journal of Banking & Finance, Elsevier, vol. 69(S1), pages 25-34.
    29. Russ Wermers, 1999. "Mutual Fund Herding and the Impact on Stock Prices," Journal of Finance, American Finance Association, vol. 54(2), pages 581-622, April.
    30. repec:zbw:bofrdp:2016_008 is not listed on IDEAS
    31. 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.
    32. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    33. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    34. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    35. Anderson, Lisa R & Holt, Charles A, 1997. "Information Cascades in the Laboratory," American Economic Review, American Economic Association, vol. 87(5), pages 847-862, December.
    36. Welch, Ivo, 1992. "Sequential Sales, Learning, and Cascades," Journal of Finance, American Finance Association, vol. 47(2), pages 695-732, June.
    37. Craig O. Brown & I. Serdar Dinç, 2011. "Too Many to Fail? Evidence of Regulatory Forbearance When the Banking Sector Is Weak," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1378-1405.
    38. Viral V. Acharya & Tanju Yorulmazer, 2008. "Information Contagion and Bank Herding," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 215-231, February.
    39. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    40. Diana Bonfim & Moshe Kim, 2019. "Liquidity Risk and Collective Moral Hazard," International Journal of Central Banking, International Journal of Central Banking, vol. 15(2), pages 101-150, June.
    41. Grinblatt, Mark & Titman, Sheridan & Wermers, Russ, 1995. "Momentum Investment Strategies, Portfolio Performance, and Herding: A Study of Mutual Fund Behavior," American Economic Review, American Economic Association, vol. 85(5), pages 1088-1105, December.
    42. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    43. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    44. James R. Barth & Gerard Caprio & Ross Levine, 2013. "Bank regulation and supervision in 180 countries from 1999 to 2011," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(2), pages 111-219, May.
    45. Celen, Bogachan & Kariv, Shachar, 2004. "Observational learning under imperfect information," Games and Economic Behavior, Elsevier, vol. 47(1), pages 72-86, April.
    46. 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.
    47. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    48. Wu, Ji & Yao, Yao & Chen, Minghua & Jeon, Bang Nam, 2020. "Economic uncertainty and bank risk: Evidence from emerging economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 68(C).
    49. López-Espinosa, Germán & Rubia, Antonio & Valderrama, Laura & Antón, Miguel, 2013. "Good for one, bad for all: Determinants of individual versus systemic risk," Journal of Financial Stability, Elsevier, vol. 9(3), pages 287-299.
    50. Allen N. Berger & Sadok El Ghoul & Omrane Guedhami & Raluca A. Roman, 2017. "Internationalization and Bank Risk," Management Science, INFORMS, vol. 63(7), pages 2283-2301, July.
    51. Welch, Ivo, 2000. "Herding among security analysts," Journal of Financial Economics, Elsevier, vol. 58(3), pages 369-396, December.
    52. Vuong Thao Tran & Hoa Nguyen & Chien Ting Lin, 2017. "Herding behaviour in the Australian loan market and its impact on bank loan quality," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(4), pages 1149-1176, December.
    53. James R Barth & Gerard Caprio & Ross Levine, 2008. "Bank Regulations are Changing: For Better or Worse?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 50(4), pages 537-563, December.
    54. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    55. Liu, Sibo & Wu, Dejun, 2016. "Competing by conducting good deeds: The peer effect of corporate social responsibility," Finance Research Letters, Elsevier, vol. 16(C), pages 47-54.
    56. Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 1998. "Learning from the Behavior of Others: Conformity, Fads, and Informational Cascades," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 151-170, Summer.
    57. John R. Graham, 1999. "Herding among Investment Newsletters: Theory and Evidence," Journal of Finance, American Finance Association, vol. 54(1), pages 237-268, February.
    58. Zwiebel, Jeffrey, 1995. "Corporate Conservatism and Relative Compensation," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 1-25, February.
    59. Harrison Hong & Jeffrey D. Kubik & Amit Solomon, 2000. "Security Analysts' Career Concerns and Herding of Earnings Forecasts," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 121-144, Spring.
    60. Francis, Bill B. & Hasan, Iftekhar & Kostova, Gergana L., 2016. "When do peers matter? A cross-country perspective," Bank of Finland Research Discussion Papers 8/2016, Bank of Finland.
    61. Engle, Robert F & Lilien, David M & Robins, Russell P, 1987. "Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model," Econometrica, Econometric Society, vol. 55(2), pages 391-407, March.
    62. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    63. Kaustia, Markku & Rantala, Ville, 2015. "Social learning and corporate peer effects," Journal of Financial Economics, Elsevier, vol. 117(3), pages 653-669.
    64. Fang, Yiwei & Hasan, Iftekhar & Marton, Katherin, 2014. "Institutional development and bank stability: Evidence from transition countries," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 160-176.
    65. Celiker, Umut & Chowdhury, Jaideep & Sonaer, Gokhan, 2015. "Do mutual funds herd in industries?," Journal of Banking & Finance, Elsevier, vol. 52(C), pages 1-16.
    66. Barth, James R. & Caprio, Gerard, Jr. & Levine, Ross, 2008. "Bank regulations are changing : for better or worse ?," Policy Research Working Paper Series 4646, The World Bank.
    67. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    68. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
    69. Wu, Ji & Chen, Limei & Chen, Minghua & Jeon, Bang Nam, 2020. "Diversification, efficiency and risk of banks: Evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 45(C).
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    More about this item

    Keywords

    Peer effect; Bank risk; Bank connectedness;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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