IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v52y2023ics1544612322005499.html

Effect of COVID-19 on non-performing loans in China

Author

Listed:
  • Kryzanowski, Lawrence
  • Liu, Jinjing
  • Zhang, Jie

Abstract

We examine the resilience of Chinese banks during the COVID-19 pandemic by investigating non-performing loan (NPL) ratios. We find that despite the reduction in the growth rate of total bank lending, bank NPL ratios significantly increase during the COVID-19 crisis. Banks with high-quality capital are more effective in controlling their NPL ratios during the Crisis. Big Five banks, state-owned banks and domestic banks have lower NPL ratios than their counterparts during the Crisis.

Suggested Citation

  • Kryzanowski, Lawrence & Liu, Jinjing & Zhang, Jie, 2023. "Effect of COVID-19 on non-performing loans in China," Finance Research Letters, Elsevier, vol. 52(C).
  • Handle: RePEc:eee:finlet:v:52:y:2023:i:c:s1544612322005499
    DOI: 10.1016/j.frl.2022.103372
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612322005499
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2022.103372?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Beck, Thorsten & Keil, Jan, 2022. "Have banks caught corona? Effects of COVID on lending in the U.S," Journal of Corporate Finance, Elsevier, vol. 72(C).
    2. Ross Levine & Chen Lin & Mingzhu Tai & Wensi Xie, 2021. "How Did Depositors Respond to COVID-19? [A crisis of banks as liquidity providers]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5438-5473.
    3. Park, Cyn-Young & Shin, Kwanho, 2021. "COVID-19, nonperforming loans, and cross-border bank lending," Journal of Banking & Finance, Elsevier, vol. 133(C).
    4. Nir Klein, 2013. "Non-Performing Loans in CESEE: Determinants and Impact on Macroeconomic Performance," IMF Working Papers 2013/072, International Monetary Fund.
    5. Zhu, Wenyu & Yang, Jiawen, 2016. "State ownership, cross-border acquisition, and risk-taking: Evidence from China’s banking industry," Journal of Banking & Finance, Elsevier, vol. 71(C), pages 133-153.
    6. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    7. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    8. Mario Quagliariello, 2007. "Banks' riskiness over the business cycle: a panel analysis on Italian intermediaries," Applied Financial Economics, Taylor & Francis Journals, vol. 17(2), pages 119-138.
    9. Amihud, Yakov & DeLong, Gayle L. & Saunders, Anthony, 2002. "The effects of cross-border bank mergers on bank risk and value," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 857-877, November.
    10. Ari, Anil & Chen, Sophia & Ratnovski, Lev, 2021. "The dynamics of non-performing loans during banking crises: A new database with post-COVID-19 implications," Journal of Banking & Finance, Elsevier, vol. 133(C).
    11. Cao, Yifei & Chou, Jen-Yu, 2022. "Bank resilience over the COVID-19 crisis: The role of regulatory capital," Finance Research Letters, Elsevier, vol. 48(C).
    12. Iannotta, Giuliano & Nocera, Giacomo & Sironi, Andrea, 2007. "Ownership structure, risk and performance in the European banking industry," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2127-2149, July.
    13. Demirgüç-Kunt, Asli & Pedraza, Alvaro & Ruiz-Ortega, Claudia, 2021. "Banking sector performance during the COVID-19 crisis," Journal of Banking & Finance, Elsevier, vol. 133(C).
    14. Mr. Shekhar Aiyar & Mr. Wolfgang Bergthaler & Jose M Garrido & Ms. Anna Ilyina & Andreas Jobst & Mr. Kenneth H Kang & Dmitriy Kovtun & Ms. Yan Liu & Mr. Dermot Monaghan & Ms. Marina Moretti, 2015. "A Strategy for Resolving Europe's Problem Loans," IMF Staff Discussion Notes 2015/019, International Monetary Fund.
    15. Zhang, Dayong & Cai, Jing & Dickinson, David G. & Kutan, Ali M., 2016. "Non-performing loans, moral hazard and regulation of the Chinese commercial banking system," Journal of Banking & Finance, Elsevier, vol. 63(C), pages 48-60.
    16. Abdelkader Boudriga & Neila Boulila Taktak & Sana Jellouli, 2009. "Banking supervision and nonperforming loans: a cross‐country analysis," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 1(4), pages 286-318, November.
    17. Abdelkader Boudriga & Neila Boulila Taktak & Sana Jellouli, 2009. "Banking supervision and nonperforming loans: a cross‐country analysis," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 1(4), pages 286-318, November.
    18. Fungáčová, Zuzana & Klein, Paul-Olivier & Weill, Laurent, 2018. "Persistent and transient inefficiency: Explaining the low efficiency of Chinese big banks," BOFIT Discussion Papers 16/2018, Bank of Finland Institute for Emerging Economies (BOFIT).
    19. Vicente Salas & Jesús Saurina, 2002. "Credit Risk in Two Institutional Regimes: Spanish Commercial and Savings Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 22(3), pages 203-224, December.
    20. 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.
    21. Duan, Yuejiao & El Ghoul, Sadok & Guedhami, Omrane & Li, Haoran & Li, Xinming, 2021. "Bank systemic risk around COVID-19: A cross-country analysis," Journal of Banking & Finance, Elsevier, vol. 133(C).
    22. Buch, Claudia M. & DeLong, Gayle, 2004. "Cross-border bank mergers: What lures the rare animal?," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2077-2102, September.
    23. Shekhar Aiyar & Wolfgang Bergthaler & Jose M Garrido & Anna Ilyina & Andreas Jobst & Kenneth H Kang & Dmitriy Kovtun & Yan Liu & Dermot Monaghan & Marina Moretti, 2015. "A Strategy for Resolving Europe's Problem Loans," IMF Staff Discussion Notes 15/19, International Monetary Fund.
    24. Augustin, Patrick & Sokolovski, Valeri & Subrahmanyam, Marti G. & Tomio, Davide, 2022. "In sickness and in debt: The COVID-19 impact on sovereign credit risk," Journal of Financial Economics, Elsevier, vol. 143(3), pages 1251-1274.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Setiyono, Bowo & Munawaroh, U’um, 2024. "Related party lending and rural bank risk: Evidence during the Covid-19 period," Research in International Business and Finance, Elsevier, vol. 67(PB).
    2. Andrea Bellucci & Gianluca Gucciardi, 2024. "A Turning Point For Banking: Unraveling The Changing Landscape Of Banking Activity In Europe Since The Covid-19 Pandemic," Journal of Financial Management, Markets and Institutions (JFMMI), World Scientific Publishing Co. Pte. Ltd., vol. 12(02), pages 1-38, December.
    3. Mehmet Selman Colak & Yavuz Kilic & Huseyin Ozturk & Mehmet Emre Samci, 2024. "An Application to Model Uncertainty in Modelling Non-Performing Loans," CBT Research Notes in Economics 2404, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    4. Anani, Makafui & Elwasify, Eman Ibrahem, 2023. "Regulatory capital management and available-for-sale securities: Evidence from the Covid-19 pandemic," Finance Research Letters, Elsevier, vol. 58(PA).
    5. Polina Popova, 2024. "COVID-19, Corporate Non-performing Loans, and Corporate Lending Dynamics: Evidence from Russian Regions," HSE Working papers WP BRP 93/FE/2024, National Research University Higher School of Economics.
    6. Tran, Dung Viet & Nguyen, Thanh Cong & Hoang, Huy Viet, 2024. "The impact of the COVID-19 pandemic on bank funding costs," Finance Research Letters, Elsevier, vol. 67(PB).
    7. Zhang, Xizhi & Wu, Zixi & Xian, Chenxu & Zhang, Yanjuan, 2025. "Short-term cross-border capital flows and corporate financialization," Finance Research Letters, Elsevier, vol. 72(C).
    8. Ananya Bhatia & Jagdeep Kumar, 2025. "Assessing the Impact of COVID-19 on Financial Performance of Public and Private Banks in India," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 23(2), pages 601-620, June.
    9. Olmas ISAKOV, 2024. "Factors Affecting Non-Performing Loans: Empirical Evidence from Commercial Banks in Uzbekistan," Journal of Economics and Financial Analysis, Tripal Publishing House, vol. 8(2), pages 1-21.
    10. Sakila Zabin & Manik Hossain & Ayrin Sultana, 2024. "Impact of Non-Performing Loans on Bank Profitability: A Study of Rupali Bank PLC, Bangladesh," International Journal of Science and Business, IJSAB International, vol. 42(1), pages 159-174.
    11. Renata Karkowska & Zbigniew Korzeb & Anna Matysek & Paweł Niedziółka, 2025. "Governance, business model and size as drivers of loan’s portfolio management and provisioning in European banks," Journal of Banking Regulation, Palgrave Macmillan, vol. 26(3), pages 590-609, September.
    12. Ozili, Peterson K, 2025. "Financial stability determinants in Nigeria: role of profitability, capital regulation, financial inclusion, inflation, unemployment and economic growth," MPRA Paper 125792, University Library of Munich, Germany.

    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. Anju Goswami & Pooja Malik, 2024. "Identifying Financial Performance Drivers in the Indian Banking Sector During the COVID-19 Crisis," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 22(3), pages 667-719, September.
    2. Maryem Naili & Younes Lahrichi, 2022. "The determinants of banks' credit risk: Review of the literature and future research agenda," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 334-360, January.
    3. Brei, Michael & Jacolin, Luc & Noah, Alphonse, 2020. "Credit risk and bank competition in Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 44(C).
    4. MBelen Salas & Prosper Lamothe & Enrique Delgado & Angel L. Fernández-Miguélez & Lucia Valcarce, 2024. "Determinants of Nonperforming Loans: A Global Data Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 64(5), pages 2695-2716, November.
    5. Vyshnevskyi, Iegor & Sohn, Wook, 2023. "Nonperforming loans and related lending: Evidence from Ukraine," Emerging Markets Review, Elsevier, vol. 57(C).
    6. Florian Manz, 2019. "Determinants of non-performing loans: What do we know? A systematic review and avenues for future research," Management Review Quarterly, Springer, vol. 69(4), pages 351-389, November.
    7. Chafic Saliba & Panteha Farmanesh & Seyed Alireza Athari, 2023. "Does country risk impact the banking sectors’ non-performing loans? Evidence from BRICS emerging economies," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-30, December.
    8. Ameni Tarchouna & Bilel Jarraya & Abdelfettah Bouri, 2022. "Do board characteristics and ownership structure matter for bank non-performing loans? Empirical evidence from US commercial banks," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 26(2), pages 479-518, June.
    9. Us, Vuslat, 2017. "Dynamics of non-performing loans in the Turkish banking sector by an ownership breakdown: The impact of the global crisis," Finance Research Letters, Elsevier, vol. 20(C), pages 109-117.
    10. Khalil Alnabulsi & Emira Kozarević & Abdelaziz Hakimi, 2023. "Non-Performing Loans as a Driver of Banking Distress: A Systematic Literature Review," Commodities, MDPI, vol. 2(2), pages 1-20, April.
    11. Várkonyi, Patrik & Szücs, Tamás & Cziglerné, Erb Edina & Pasitka, Ármin, 2024. "A pénzügyi instrumentumok új számviteli standardja a Covid árnyékában [European banks implementation of IFRS 9 in the shadow of the pandemic]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(2), pages 201-222.
    12. Suarez, Javier & Sánchez Serrano, Antonio, 2018. "Approaching non-performing loans from a macroprudential angle," Report of the Advisory Scientific Committee 7, European Systemic Risk Board.
    13. Silva, Thiago Christiano & de Souza, Sergio Rubens Stancato & Guerra, Solange Maria & Tabak, Benjamin Miranda, 2023. "COVID-19 and bank branch lending: The moderating effect of digitalization," Journal of Banking & Finance, Elsevier, vol. 152(C).
    14. Ardit Gjeçi & Matej Marinč & Vasja Rant, 2023. "Non-performing loans and bank lending behaviour," Risk Management, Palgrave Macmillan, vol. 25(1), pages 1-26, March.
    15. Michael Adusei & Ngozi Adeleye & Beatrice Sarpong‐Danquah, 2022. "Legal cost of contract enforcement and nonperforming loans: Is credit information sharing relevant?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 2501-2514, September.
    16. Tarchouna, Ameni & Jarraya, Bilel & Bouri, Abdelfettah, 2017. "How to explain non-performing loans by many corporate governance variables simultaneously? A corporate governance index is built to US commercial banks," Research in International Business and Finance, Elsevier, vol. 42(C), pages 645-657.
    17. Imad Jabbouri & Maryem Naili, 2020. "Determinants of Nonperforming Loans in Emerging Markets: Evidence from the MENA Region," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 22(04), pages 1-33, February.
    18. Vasiliki Makri, 2016. "Towards an Investigation of Credit Risk Determinants in Eurozone Countries," Journal of Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 15(1), pages 27-57, March.
    19. Polina Popova, 2024. "COVID‑19, corporate non-performing loans, and corporate lending dynamics: Evidence from Russian regions," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 76, pages 5-28.
    20. Pancotto, Livia & ap Gwilym, Owain & Williams, Jonathan, 2024. "The evolution and determinants of the non-performing loan burden in Italian banking," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • 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
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:finlet:v:52:y:2023:i:c:s1544612322005499. 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/frl .

    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.