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Other comprehensive income volatility and bank risk

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  • Su, Yang
  • Zhang, Junrui
  • Zhao, Hong
  • Zhou, Mingming

Abstract

In this study, we explore how banks manage risk in response to Other Comprehensive Income (OCI) volatility. We find that banks with high OCI volatility decrease perceived risk while increasing their contribution to systemic risk. As strategies in response to OCI volatility, banks reduce available-for-sale (AFS) holdings and loans, and expand the off-balance-sheet (OBS) entrusted loans and wealth management products. The effects on systemic risk and OBS activities are more pronounced under tight monetary policy but less so under macroprudential supervision. These results indicate that OCI captures the attention of banks in their risk management, yet their response to OCI volatility intensifies systemic fragility. The enforcement of OCI disclosure should be complemented by effective macroprudential supervision to ensure financial stability.

Suggested Citation

  • Su, Yang & Zhang, Junrui & Zhao, Hong & Zhou, Mingming, 2025. "Other comprehensive income volatility and bank risk," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:intfin:v:99:y:2025:i:c:s1042443125000058
    DOI: 10.1016/j.intfin.2025.102115
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    1. Boris Hofmann & Bilyana Bogdanova, 2012. "Taylor rules and monetary policy: a global "Great Deviation"?," BIS Quarterly Review, Bank for International Settlements, September.
    2. Zhang, Jingfang & Malikov, Emir, 2022. "Off-balance sheet activities and scope economies in U.S. banking," Journal of Banking & Finance, Elsevier, vol. 141(C).
    3. Mr. Giovanni Dell'Ariccia & Mr. Robert Marquez & Mr. Luc Laeven, 2010. "Monetary Policy, Leverage, and Bank Risk Taking," IMF Working Papers 2010/276, International Monetary Fund.
    4. Guido W. Imbens & Michal Kolesár, 2016. "Robust Standard Errors in Small Samples: Some Practical Advice," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 701-712, October.
    5. Luo, Ronghua & Fang, Hongyan & Liu, Jinjin & Zhao, Senyang, 2019. "Maturity mismatch and incentives: Evidence from bank issued wealth management products in China," Journal of Banking & Finance, Elsevier, vol. 107(C), pages 1-1.
    6. Rajgopal, Shiva & Venkatachalam, Mohan, 2011. "Financial reporting quality and idiosyncratic return volatility," Journal of Accounting and Economics, Elsevier, vol. 51(1-2), pages 1-20, February.
    7. Yener Altunbas & Leonardo Gambacorta & David Marques-Ibanez, 2010. "Does monetary policy affect bank risk-taking?," BIS Working Papers 298, Bank for International Settlements.
    8. Nicola Gennaioli & Andrei Shleifer & Robert W. Vishny, 2013. "A Model of Shadow Banking," Journal of Finance, American Finance Association, vol. 68(4), pages 1331-1363, August.
    9. Erik P. Gilje, 2016. "Do Firms Engage in Risk-Shifting? Empirical Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 29(11), pages 2925-2954.
    10. Darren J. Kisgen & Philip E. Strahan, 2010. "Do Regulations Based on Credit Ratings Affect a Firm's Cost of Capital?," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4324-4347, December.
    11. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    12. Olivier Blanchard, 2009. "The Crisis: Basic Mechanisms and Appropriate Policies," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 10(01), pages 3-14, April.
    13. Beatty, Anne & Liao, Scott, 2014. "Financial accounting in the banking industry: A review of the empirical literature," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 339-383.
    14. R. David Mclean & Mengxin Zhao, 2014. "The Business Cycle, Investor Sentiment, and Costly External Finance," Journal of Finance, American Finance Association, vol. 69(3), pages 1377-1409, June.
    15. Tobias Adrian & Hyun Song Shin, 2014. "Procyclical Leverage and Value-at-Risk," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 373-403.
    16. Garcia Revelo, Jose D. & Levieuge, Grégory, 2022. "When could Macroprudential and Monetary Policies be in Conflict?," Journal of Banking & Finance, Elsevier, vol. 139(C).
    17. Beck, Thorsten & Demirguc-Kunt, Asli & Laeven, Luc & Maksimovic, Vojislav, 2006. "The determinants of financing obstacles," Journal of International Money and Finance, Elsevier, vol. 25(6), pages 932-952, October.
    18. Huber, Amy Wang, 2023. "Market power in wholesale funding: A structural perspective from the triparty repo market," Journal of Financial Economics, Elsevier, vol. 149(2), pages 235-259.
    19. Kurov, Alexander, 2010. "Investor sentiment and the stock market's reaction to monetary policy," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 139-149, January.
    20. Giovanni Dell'Ariccia, 2010. "Monetary Policy and Bank Risk-Taking," IMF Staff Position Notes 2010/09, International Monetary Fund.
    21. Delis, Manthos D. & Kouretas, Georgios P., 2011. "Interest rates and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 840-855, April.
    22. Piti Disyatat, 2011. "The Bank Lending Channel Revisited," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(4), pages 711-734, June.
    23. Rajgopal, Shiva & Venkatachalam, Mohan, 2011. "Financial reporting quality and idiosyncratic return volatility," Journal of Accounting and Economics, Elsevier, vol. 51(1), pages 1-20.
    24. Viral V. Acharya & Philipp Schnabl, 2009. "How Banks Played the Leverage “Game”," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 18(2), pages 144-145, May.
    25. Leslie Hodder & Mark Kohlbeck & Mary Lea McAnally, 2002. "Accounting Choices and Risk Management: SFAS No. 115 and U.S. Bank Holding Companies," Contemporary Accounting Research, John Wiley & Sons, vol. 19(2), pages 225-270, June.
    26. Papanikolaou, Nikolaos I. & Wolff, Christian C.P., 2014. "The role of on- and off-balance-sheet leverage of banks in the late 2000s crisis," Journal of Financial Stability, Elsevier, vol. 14(C), pages 3-22.
    27. Matthew C Plosser & João A C Santos, 2024. "The Cost of Bank Regulatory Capital," The Review of Financial Studies, Society for Financial Studies, vol. 37(3), pages 685-726.
    28. Chen, Hui & Xu, Yu & Yang, Jun, 2021. "Systematic risk, debt maturity, and the term structure of credit spreads," Journal of Financial Economics, Elsevier, vol. 139(3), pages 770-799.
    29. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    30. Marinelli, Giuseppe & Nobili, Andrea & Palazzo, Francesco, 2022. "The multiple dimensions of bank complexity: Effects on credit risk-taking," Journal of Banking & Finance, Elsevier, vol. 134(C).
    31. Rafael Repullo & Javier Suarez, 2013. "The Procyclical Effects of Bank Capital Regulation," The Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 452-490.
    32. Mr. Giovanni Dell'Ariccia & Mr. Gianni De Nicolo & Mr. Luc Laeven & Mr. Fabian Valencia, 2010. "Monetary Policy and Bank Risk-Taking," IMF Staff Position Notes 2010/009, International Monetary Fund.
    33. Chen, Bin-xia & Sun, Yan-lin, 2024. "Financial market connectedness between the U.S. and China: A new perspective based on non-linear causality networks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 90(C).
    34. Tobias Adrian & Hyun Song Shin, 2009. "Money, Liquidity, and Monetary Policy," American Economic Review, American Economic Association, vol. 99(2), pages 600-605, May.
    35. Kaiji Chen & Jue Ren & Tao Zha, 2018. "The Nexus of Monetary Policy and Shadow Banking in China," American Economic Review, American Economic Association, vol. 108(12), pages 3891-3936, December.
    36. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    37. Lutz, Chandler, 2015. "The impact of conventional and unconventional monetary policy on investor sentiment," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 89-105.
    38. Dhaliwal, Dan & Subramanyam, K. R. & Trezevant, Robert, 1999. "Is comprehensive income superior to net income as a measure of firm performance?1," Journal of Accounting and Economics, Elsevier, vol. 26(1-3), pages 43-67, January.
    39. De Jonghe, Olivier & Dewachter, Hans & Ongena, Steven, 2020. "Bank capital (requirements) and credit supply: Evidence from pillar 2 decisions," Journal of Corporate Finance, Elsevier, vol. 60(C).
    40. Bellavite Pellegrini, Carlo & Cincinelli, Peter & Meoli, Michele & Urga, Giovanni, 2022. "The contribution of (shadow) banks and real estate to systemic risk in China," Journal of Financial Stability, Elsevier, vol. 60(C).
    41. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    42. Li, Zixian & Moreira, Fernando, 2024. "Financial openness, liability composition of banks, and bank risk: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 97(C).
    43. Mei Luo & Shuai Shao & Frank Zhang, 2018. "Does financial reporting above or below operating income matter to firms and investors? The case of investment income in China," Review of Accounting Studies, Springer, vol. 23(4), pages 1754-1790, December.
    44. Almeida, Heitor & Campello, Murillo & Weisbach, Michael S., 2011. "Corporate financial and investment policies when future financing is not frictionless," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 675-693, June.
    45. Mary E. Barth & Javier Gomez-Biscarri & Ron Kasznik & Germán López-Espinosa, 2017. "Bank earnings and regulatory capital management using available for sale securities," Review of Accounting Studies, Springer, vol. 22(4), pages 1761-1792, December.
    46. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    47. Kanagaretnam, Kiridaran & Mathieu, Robert & Shehata, Mohamed, 2009. "Usefulness of comprehensive income reporting in Canada," Journal of Accounting and Public Policy, Elsevier, vol. 28(4), pages 349-365, July.
    48. Zhang, Longmei & Zoli, Edda, 2016. "Leaning against the wind: Macroprudential policy in Asia," Journal of Asian Economics, Elsevier, vol. 42(C), pages 33-52.
    49. May Xiaoyan Bao & Matthew T. Billett & David B. Smith & Emre Unlu, 2020. "Does Other Comprehensive Income Volatility Influence Credit Risk and the Cost of Debt?," Contemporary Accounting Research, John Wiley & Sons, vol. 37(1), pages 457-484, March.
    50. Joshua Anderson & Yiting Cao & Edward J. Riedl & Scarlett Xiaotong Song, 2023. "Other comprehensive income, its components, and analysts’ forecasts," Review of Accounting Studies, Springer, vol. 28(2), pages 792-826, June.
    51. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    52. Luigi Zingales, 2015. "Does Finance Benefit Society?," NBER Working Papers 20894, National Bureau of Economic Research, Inc.
    53. Ben S. Bernanke & Kenneth N. Kuttner, 2005. "What Explains the Stock Market's Reaction to Federal Reserve Policy?," Journal of Finance, American Finance Association, vol. 60(3), pages 1221-1257, June.
    54. Zhang, Xingmin & Fu, Qiang & Lu, Liping & Wang, Qingyu & Zhang, Shuai, 2021. "Bank liquidity creation, network contagion and systemic risk: Evidence from Chinese listed banks," Journal of Financial Stability, Elsevier, vol. 53(C).
    55. Raghuram G. Rajan, 2006. "Has Finance Made the World Riskier?," European Financial Management, European Financial Management Association, vol. 12(4), pages 499-533, September.
    56. Dell'Ariccia, Giovanni & Marquez, Robert, 2004. "Information and bank credit allocation," Journal of Financial Economics, Elsevier, vol. 72(1), pages 185-214, April.
    57. Hirst, DE & Hopkins, PE, 1998. "Comprehensive income reporting and analysts' valuation judgments," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 36, pages 47-75.
    58. Karim, Dilruba & Liadze, Iana & Barrell, Ray & Davis, E. Philip, 2013. "Off-balance sheet exposures and banking crises in OECD countries," Journal of Financial Stability, Elsevier, vol. 9(4), pages 673-681.
    59. Luigi Zingales, 2015. "Presidential Address: Does Finance Benefit Society?," Journal of Finance, American Finance Association, vol. 70(4), pages 1327-1363, August.
    60. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    61. Katharina Bergant & Francesco Grigoli & Niels‐Jakob Hansen & Damiano Sandri, 2024. "Dampening Global Financial Shocks: Can Macroprudential Regulation Help (More than Capital Controls)?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(6), pages 1405-1438, September.
    62. Armstrong, Christopher & Nicoletti, Allison & Zhou, Frank S., 2022. "Executive stock options and systemic risk," Journal of Financial Economics, Elsevier, vol. 146(1), pages 256-276.
    63. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    64. 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.
    65. Jeremy Bertomeu & Igor Vaysman & Wenjie Xue, 2021. "Voluntary versus mandatory disclosure," Review of Accounting Studies, Springer, vol. 26(2), pages 658-692, June.
    66. Viral V. Acharya & Qian Jun & Yang Su & Zhishu Yang, 2024. "Fiscal Stimulus, Deposit Competition, and the Rise of Shadow Banking: Evidence from China," NBER Working Papers 32034, National Bureau of Economic Research, Inc.
    67. Chircop, Justin & Novotny-Farkas, Zoltán, 2016. "The economic consequences of extending the use of fair value accounting in regulatory capital calculations," Journal of Accounting and Economics, Elsevier, vol. 62(2), pages 183-203.
    68. Rosenberg, Joshua V. & Schuermann, Til, 2006. "A general approach to integrated risk management with skewed, fat-tailed risks," Journal of Financial Economics, Elsevier, vol. 79(3), pages 569-614, March.
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    • G01 - Financial Economics - - General - - - Financial Crises
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • 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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