IDEAS home Printed from https://ideas.repec.org/a/eee/riibaf/v69y2024ics0275531924000448.html
   My bibliography  Save this article

Corporate bond defaults and spillover effects on bank risk: Evidence from city commercial banks in China

Author

Listed:
  • Gao, Haoyu
  • Ouyang, Yiling
  • Wang, Yaxin

Abstract

This paper examines the spillover effects of corporate bond defaults on the non-performing loans of local city commercial banks. Using a staggered difference-in-differences model, we find that the emergence of corporate bond defaults significantly increases the non-performing loans of local banks. The spillover effects are pronounced in less diversified banks. Mechanism analyses show that the illiquidity contagion rather than the deteriorating fundamentals of local borrowers accounts for the rise in non-performing loans. We exclude the risk-taking explanation. Our findings suggest that bond defaults have spillover effects on the risk of local banks.

Suggested Citation

  • Gao, Haoyu & Ouyang, Yiling & Wang, Yaxin, 2024. "Corporate bond defaults and spillover effects on bank risk: Evidence from city commercial banks in China," Research in International Business and Finance, Elsevier, vol. 69(C).
  • Handle: RePEc:eee:riibaf:v:69:y:2024:i:c:s0275531924000448
    DOI: 10.1016/j.ribaf.2024.102252
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0275531924000448
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ribaf.2024.102252?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Moudud-Ul-Huq, Syed & Ashraf, Badar Nadeem & Gupta, Anupam Das & Zheng, Changjun, 2018. "Does bank diversification heterogeneously affect performance and risk-taking in ASEAN emerging economies?," Research in International Business and Finance, Elsevier, vol. 46(C), pages 342-362.
    2. Boochun Jung & Naomi Soderstrom & Yanhua Sunny Yang, 2013. "Earnings Smoothing Activities of Firms to Manage Credit Ratings," Contemporary Accounting Research, John Wiley & Sons, vol. 30(2), pages 645-676, June.
    3. repec:eme:cfripp:cfri-02-2017-0007 is not listed on IDEAS
    4. Pavlova, Ivelina & de Boyrie, Maria E. & Parhizgari, Ali M., 2018. "A dynamic spillover analysis of crude oil effects on the sovereign credit risk of exporting countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 68(C), pages 10-22.
    5. 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.
    6. Yener Altunbas & Leonardo Gambacorta & David Marques-Ibanez, 2010. "Does monetary policy affect bank risk-taking?," BIS Working Papers 298, Bank for International Settlements.
    7. repec:oup:qjecon:v:129:y:2013:i:1:p:1-59 is not listed on IDEAS
    8. Efraim Benmelech & Nittai Bergman & Anna Milanez & Vladimir Mukharlyamov, 2019. "The Agglomeration of Bankruptcy," The Review of Financial Studies, Society for Financial Studies, vol. 32(7), pages 2541-2586.
    9. Iyer, Rajkamal & Peydró, José-Luis, 2011. "Interbank contagion at work: Evidence from a natural experiment," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 24(4), pages 1337-1377.
    10. Miss Yinqiu Lu & Tao Sun, 2013. "Local Government Financing Platforms in China: A Fortune or Misfortune?," IMF Working Papers 2013/243, International Monetary Fund.
    11. Koetter, Michael & Noth, Felix & Rehbein, Oliver, 2020. "Borrowers under water! Rare disasters, regional banks, and recovery lending," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    12. Jawad M Addoum & Alok Kumar & Nhan Le & Alexandra Niessen-Ruenzi, 2020. "Local Bankruptcy and Geographic Contagion in the Bank Loan Market," Review of Finance, European Finance Association, vol. 24(5), pages 997-1037.
    13. Giovanni Cespa & Thierry Foucault, 2014. "Illiquidity Contagion and Liquidity Crashes," The Review of Financial Studies, Society for Financial Studies, vol. 27(6), pages 1615-1660.
    14. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    15. Azizpour, S & Giesecke, K. & Schwenkler, G., 2018. "Exploring the sources of default clustering," Journal of Financial Economics, Elsevier, vol. 129(1), pages 154-183.
    16. Antje Berndt & Peter Ritchken & Zhiqiang Sun, 2010. "On Correlation and Default Clustering in Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2680-2729, July.
    17. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    18. Zhang, Jianhua & Wang, Peng & Qu, Baozhi, 2012. "Bank risk taking, efficiency, and law enforcement: Evidence from Chinese city commercial banks," China Economic Review, Elsevier, vol. 23(2), pages 284-295.
    19. 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.
    20. Mark Gertler & Nobuhiro Kiyotaki, 2015. "Banking, Liquidity, and Bank Runs in an Infinite Horizon Economy," American Economic Review, American Economic Association, vol. 105(7), pages 2011-2043, July.
    21. Qian, Meijun & Yeung, Bernard Y., 2015. "Bank financing and corporate governance," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 258-270.
    22. Gök, Remzi & Bouri, Elie & Gemici, Eray, 2023. "Volatility spillovers between sovereign CDS and futures markets in various volatility states: Evidence from an emerging economy around the pandemic," Research in International Business and Finance, Elsevier, vol. 66(C).
    23. Lei, Jin & Qiu, Jiaping & Wan, Chi & Yu, Fan, 2021. "Credit risk spillovers and cash holdings," Journal of Corporate Finance, Elsevier, vol. 68(C).
    24. Ongena, Steven & Savaşer, Tanseli & Şişli Ciamarra, Elif, 2022. "CEO incentives and bank risk over the business cycle," Journal of Banking & Finance, Elsevier, vol. 138(C).
    25. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    26. Mark A Chen & Qinxi Wu & Baozhong Yang, 2019. "How Valuable Is FinTech Innovation?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2062-2106.
    27. Goldstein, Michael A. & Namin, Elmira Shekari, 2023. "Corporate bond liquidity and yield spreads: A review," Research in International Business and Finance, Elsevier, vol. 65(C).
    28. Sauro Mocetti & Marcello Pagnini & Enrico Sette, 2017. "Information Technology and Banking Organization," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(3), pages 313-338, June.
    29. Luca Benzoni & Pierre Collin-Dufresne & Robert S. Goldstein & Jean Helwege, 2015. "Modeling Credit Contagion via the Updating of Fragile Beliefs," The Review of Financial Studies, Society for Financial Studies, vol. 28(7), pages 1960-2008.
    30. Duygan-Bump, Burcu & Levkov, Alexey & Montoriol-Garriga, Judit, 2015. "Financing constraints and unemployment: Evidence from the Great Recession," Journal of Monetary Economics, Elsevier, vol. 75(C), pages 89-105.
    31. Kris James Mitchener & Gary Richardson, 2019. "Network Contagion and Interbank Amplification during the Great Depression," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 465-507.
    32. Xavier Giné & Martin Kanz, 2018. "The Economic Effects of a Borrower Bailout: Evidence from an Emerging Market," The Review of Financial Studies, Society for Financial Studies, vol. 31(5), pages 1752-1783.
    33. Nikolaus Hautsch & Julia Schaumburg & Melanie Schienle, 2015. "Financial Network Systemic Risk Contributions," Review of Finance, European Finance Association, vol. 19(2), pages 685-738.
    34. Andrew B. Bernard & Andreas Moxnes & Yukiko U. Saito, 2019. "Production Networks, Geography, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 639-688.
    35. Niklas Amberg & Tor Jacobson & Erik von Schedvin & Robert Townsend, 2021. "Curbing Shocks to Corporate Liquidity: The Role of Trade Credit," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 182-242.
    36. Siddharth Sharma & Wilbur Chung, 2022. "Demand agglomeration economies, neighbor heterogeneity, and firm survival: The effect of HHGregg's bankruptcy," Strategic Management Journal, Wiley Blackwell, vol. 43(2), pages 370-401, February.
    37. Gabriel Chodorow‐Reich & Antonio Falato, 2022. "The Loan Covenant Channel: How Bank Health Transmits to the Real Economy," Journal of Finance, American Finance Association, vol. 77(1), pages 85-128, February.
    38. 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.
    39. Altman, Edward I, 1984. "A Further Empirical Investigation of the Bankruptcy Cost Question," Journal of Finance, American Finance Association, vol. 39(4), pages 1067-1089, September.
    40. Liu, Wai-Man & Ngo, Phong T.H., 2014. "Elections, political competition and bank failure," Journal of Financial Economics, Elsevier, vol. 112(2), pages 251-268.
    41. Robert A. Jarrow & Fan Yu, 2008. "Counterparty Risk and the Pricing of Defaultable Securities," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 20, pages 481-515, World Scientific Publishing Co. Pte. Ltd..
    42. Cai, Jian & Eidam, Frederik & Saunders, Anthony & Steffen, Sascha, 2018. "Syndication, interconnectedness, and systemic risk," Journal of Financial Stability, Elsevier, vol. 34(C), pages 105-120.
    43. Danisman, Gamze Ozturk & Demir, Ender & Ozili, Peterson, 2021. "Loan loss provisioning of US banks: Economic policy uncertainty and discretionary behavior," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 923-935.
    44. 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.
    45. Foos, Daniel & Norden, Lars & Weber, Martin, 2010. "Loan growth and riskiness of banks," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2929-2940, December.
    46. Hertzel, Michael G. & Li, Zhi & Officer, Micah S. & Rodgers, Kimberly J., 2008. "Inter-firm linkages and the wealth effects of financial distress along the supply chain," Journal of Financial Economics, Elsevier, vol. 87(2), pages 374-387, February.
    47. Justin Murfin & Matthew Spiegel & Jose Scheinkman, 2020. "Is the Risk of Sea Level Rise Capitalized in Residential Real Estate?," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1217-1255.
    48. Tobias Berg & Valentin Burg & Ana Gombović & Manju Puri, 2020. "On the Rise of FinTechs: Credit Scoring Using Digital Footprints," The Review of Financial Studies, Society for Financial Studies, vol. 33(7), pages 2845-2897.
    49. Paul Glasserman & H. Peyton Young, 2016. "Contagion in Financial Networks," Journal of Economic Literature, American Economic Association, vol. 54(3), pages 779-831, September.
    50. Bose, Udichibarna & Filomeni, Stefano & Mallick, Sushanta, 2021. "Does bankruptcy law improve the fate of distressed firms? The role of credit channels," Journal of Corporate Finance, Elsevier, vol. 68(C).
    51. Anastasiou, Dimitrios, 2017. "Is ex-post credit risk affected by the cycles? The case of Italian banks," Research in International Business and Finance, Elsevier, vol. 42(C), pages 242-248.
    52. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    53. Ghosh, Amit, 2015. "Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states," Journal of Financial Stability, Elsevier, vol. 20(C), pages 93-104.
    54. Raghuram G. Rajan, 2006. "Has Finance Made the World Riskier?," European Financial Management, European Financial Management Association, vol. 12(4), pages 499-533, September.
    55. Shuang Jin & Wei Wang & Zilong Zhang, 2023. "The Real Effects of Implicit Government Guarantee: Evidence from Chinese State-Owned Enterprise Defaults," Management Science, INFORMS, vol. 69(6), pages 3650-3674, June.
    56. Ferri, Giovanni & Kalmi, Panu & Kerola, Eeva, 2014. "Does bank ownership affect lending behavior? Evidence from the Euro area," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 194-209.
    57. Battiston, Stefano & Delli Gatti, Domenico & Gallegati, Mauro & Greenwald, Bruce & Stiglitz, Joseph E., 2007. "Credit chains and bankruptcy propagation in production networks," Journal of Economic Dynamics and Control, Elsevier, vol. 31(6), pages 2061-2084, June.
    58. Cao, June & Li, Wenwen & Bilokha, Alona, 2022. "Low-carbon city initiatives and analyst behaviour: A quasi-natural experiment," Journal of Financial Stability, Elsevier, vol. 62(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chen, Minghua & Wu, Ji & Jeon, Bang Nam & Wang, Rui, 2017. "Monetary policy and bank risk-taking: Evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 31(C), pages 116-140.
    2. Raslan Alzubi & Mustafa Caglayan & Kostas Mouratidis, 2017. "The Risk-Taking Channel in the US: A GVAR Approach," Working Papers 2017009, The University of Sheffield, Department of Economics.
    3. Wang, Rui & Luo, Hang (Robin), 2022. "How does financial inclusion affect bank stability in emerging economies?," Emerging Markets Review, Elsevier, vol. 51(PA).
    4. Dang, Van Dan & Dang, Van Cuong, 2020. "The conditioning role of performance on the bank risk-taking channel of monetary policy: Evidence from a multiple-tool regime," Research in International Business and Finance, Elsevier, vol. 54(C).
    5. Chen, Minghua & Jeon, Bang Nam & Wang, Rui & Wu, Ji, 2015. "Corruption and bank risk-taking: Evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 24(C), pages 122-148.
    6. Xiaolu Hu & Haoyi Luo & Zijin Xu & Jiang Li, 2021. "Intra‐industry spill‐over effect of default: Evidence from the Chinese bond market," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(3), pages 4703-4740, September.
    7. Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    8. Baolei Qi & Mohamed Marie & Ahmed S. Abdelwahed & Ibrahim N. Khatatbeh & Mohamed Omran & Abdallah A. S. Fayad, 2023. "Bank Risk Literature (1978–2022): A Bibliometric Analysis and Research Front Mapping," Sustainability, MDPI, vol. 15(5), pages 1-27, March.
    9. Wang, Li & Menkhoff, Lukas & Schröder, Michael & Xu, Xian, 2019. "Politicians’ promotion incentives and bank risk exposure in China," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 63-94.
    10. Danisman, Gamze Ozturk & Tarazi, Amine, 2024. "Economic policy uncertainty and bank stability: Size, capital, and liquidity matter," The Quarterly Review of Economics and Finance, Elsevier, vol. 93(C), pages 102-118.
    11. Berger, Allen N. & Molyneux, Phil & Wilson, John O.S., 2020. "Banks and the real economy: An assessment of the research," Journal of Corporate Finance, Elsevier, vol. 62(C).
    12. Azizpour, S & Giesecke, K. & Schwenkler, G., 2018. "Exploring the sources of default clustering," Journal of Financial Economics, Elsevier, vol. 129(1), pages 154-183.
    13. 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).
    14. Brei, Michael & Jacolin, Luc & Noah, Alphonse, 2020. "Credit risk and bank competition in Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 44(C).
    15. Liu, Yan & Zhao, Xueqing, 2023. "On the factors driving bank lending standards: Global evidence from bank lending surveys," Economics Letters, Elsevier, vol. 233(C).
    16. Bongiovanni, Alessio & Reghezza, Alessio & Santamaria, Riccardo & Williams, Jonathan, 2021. "Do negative interest rates affect bank risk-taking?," Journal of Empirical Finance, Elsevier, vol. 63(C), pages 350-364.
    17. Ion LAPTEACRU, 2022. "What drives the risk of European banks during crises? New evidence and insights," Bordeaux Economics Working Papers 2022-02, Bordeaux School of Economics (BSE).
    18. Janbaz, Mehdi & Hassan, M. Kabir & Floreani, Josanco & Dreassi, Alberto & Jiménez, Alfredo, 2022. "Political risk in banks: A review and agenda," Research in International Business and Finance, Elsevier, vol. 62(C).
    19. Ion Lapteacru, 2022. "What drives the risk of European banks during crises? New evidence and insights," Working Papers hal-03775463, HAL.
    20. Srhoj, Stjepan & Kovač, Dejan & Shapiro, Jacob N. & Filer, Randall K., 2023. "The impact of delay: Evidence from formal out-of-court restructuring," Journal of Corporate Finance, Elsevier, vol. 78(C).

    More about this item

    Keywords

    Non-performing loans; Corporate bond defaults; Spillover effects; City commercial banks;
    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
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:riibaf:v:69:y:2024:i:c:s0275531924000448. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ribaf .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.