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COVID-19 pandemic impact on banking sector: A cross-country analysis

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  • Shabir, Mohsin
  • Jiang, Ping
  • Wang, Wenhao
  • Işık, Özcan

Abstract

This study examines the effects of the COVID-19 outbreak on the performance and stability of the banking sector. Our sample consists of 2073 banks in 106 countries from 2016Q1 to 2021Q2. We employ several alternative bank performance and stability measures for a comprehensive analysis and robustness. The findings show that the COVID-19 outbreak has significantly reduced bank performance and stability. These results are consistently observed across several geographical regions and countries’ income classifications. Additional analysis shows that the adverse impact of COVID-19 depends on the characteristics of the bank and market structure. While a better regulatory environment, institutional quality, and financial development have significantly increased the strength and resilience of banks. These findings provide practical implications for regulators and policymakers in the face of unprecedented uncertainty caused by the COVID-19 pandemic.

Suggested Citation

  • Shabir, Mohsin & Jiang, Ping & Wang, Wenhao & Işık, Özcan, 2023. "COVID-19 pandemic impact on banking sector: A cross-country analysis," Journal of Multinational Financial Management, Elsevier, vol. 67(C).
  • Handle: RePEc:eee:mulfin:v:67:y:2023:i:c:s1042444x23000038
    DOI: 10.1016/j.mulfin.2023.100784
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    as
    1. Vithessonthi, Chaiporn & Tongurai, Jittima, 2016. "Financial markets development, business cycles, and bank risk in South America," Research in International Business and Finance, Elsevier, vol. 36(C), pages 472-484.
    2. Yating Wang & Donghao Zhang & Xiaoquan Wang & Qiuyao Fu, 2020. "How Does COVID-19 Affect China’s Insurance Market?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2350-2362, August.
    3. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    4. Topcu, Mert & Gulal, Omer Serkan, 2020. "The impact of COVID-19 on emerging stock markets," Finance Research Letters, Elsevier, vol. 36(C).
    5. Mariani Abdul-Majid & David Saal & Giuliana Battisti, 2010. "Efficiency in Islamic and conventional banking: an international comparison," Journal of Productivity Analysis, Springer, vol. 34(1), pages 25-43, August.
    6. Lei Li & Philip E. Strahan & Song Zhang, 2020. "Banks as Lenders of First Resort: Evidence from the COVID-19 Crisis," NBER Working Papers 27256, National Bureau of Economic Research, Inc.
    7. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    8. De Jonghe, Olivier, 2010. "Back to the basics in banking? A micro-analysis of banking system stability," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 387-417, July.
    9. Altunbas, Yener & Gambacorta, Leonardo & Marques-Ibanez, David, 2012. "Do bank characteristics influence the effect of monetary policy on bank risk?," Economics Letters, Elsevier, vol. 117(1), pages 220-222.
    10. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2002. "Government Ownership of Banks," Journal of Finance, American Finance Association, vol. 57(1), pages 265-301, February.
    11. 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.
    12. Ibrahim, Mansor H., 2016. "Business cycle and bank lending procyclicality in a dual banking system," Economic Modelling, Elsevier, vol. 55(C), pages 127-134.
    13. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    14. Shabir, Mohsin & Jiang, Ping & Bakhsh, Satar & Zhao, Zhongxiu, 2021. "Economic policy uncertainty and bank stability: Threshold effect of institutional quality and competition," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    15. Hanif, Waqas & Mensi, Walid & Vo, Xuan Vinh, 2021. "Impacts of COVID-19 outbreak on the spillovers between US and Chinese stock sectors," Finance Research Letters, Elsevier, vol. 40(C).
    16. Danisman, Gamze Ozturk & Demirel, Pelin, 2019. "Bank risk-taking in developed countries: The influence of market power and bank regulations," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 59(C), pages 202-217.
    17. Fazio, Dimas Mateus & Silva, Thiago Christiano & Tabak, Benjamin Miranda & Cajueiro, Daniel Oliveira, 2018. "Inflation targeting and financial stability: Does the quality of institutions matter?," Economic Modelling, Elsevier, vol. 71(C), pages 1-15.
    18. 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).
    19. Vazquez, Francisco & Federico, Pablo, 2015. "Bank funding structures and risk: Evidence from the global financial crisis," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 1-14.
    20. Lei Li & Philip E Strahan & Song Zhang, 2020. "Banks as Lenders of First Resort: Evidence from the COVID-19 Crisis," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 472-500.
    21. Warwick McKibbin & Roshen Fernando, 2021. "The Global Macroeconomic Impacts of COVID-19: Seven Scenarios," Asian Economic Papers, MIT Press, vol. 20(2), pages 1-30, Summer.
    22. Akhtaruzzaman, Md & Boubaker, Sabri & Lucey, Brian M. & Sensoy, Ahmet, 2021. "Is gold a hedge or a safe-haven asset in the COVID–19 crisis?," Economic Modelling, Elsevier, vol. 102(C).
    23. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    24. James R. Barth & Gerard Caprio Jr. & Ross Levine, 2001. "Banking Systems around the Globe: Do Regulation and Ownership Affect Performance and Stability?," NBER Chapters, in: Prudential Supervision: What Works and What Doesn't, pages 31-96, National Bureau of Economic Research, Inc.
    25. Xiaoqing Maggie Fu & Yongjia Rebecca Lin & Philip Molyneux, 2015. "Bank Competition and Financial Stability in Asia Pacific," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Bank Competition, Efficiency and Liquidity Creation in Asia Pacific, chapter 3, pages 49-71, Palgrave Macmillan.
    26. 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).
    27. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2005. "Bank performance, efficiency and ownership in transition countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 31-53, January.
    28. Viral V Acharya & Sascha Steffen, 2020. "The Risk of Being a Fallen Angel and the Corporate Dash for Cash in the Midst of COVID," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 430-471.
    29. Maher Hasan & Jemma Dridi, 2011. "The Effects Of The Global Crisis On Islamic And Conventional Banks: A Comparative Study," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 2(02), pages 163-200.
    30. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    31. Taixing Liu & Beixiao Pan & Zhichao Yin, 2020. "Pandemic, Mobile Payment, and Household Consumption: Micro-Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2378-2389, August.
    32. Li, Xingjian & Feng, Hongrui & Zhao, Sebastian & Carter, David A., 2021. "The effect of revenue diversification on bank profitability and risk during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 43(C).
    33. 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).
    34. Kouretas, Georgios P. & Tsoumas, Chris, 2016. "Foreign bank presence and business regulations," Journal of Financial Stability, Elsevier, vol. 24(C), pages 104-116.
    35. Pejman Abedifar & Philip Molyneux & Amine Tarazi, 2013. "Risk in Islamic Banking," Review of Finance, European Finance Association, vol. 17(6), pages 2035-2096.
    36. Claessens, Stijn & Demirguc-Kunt, Asl[iota] & Huizinga, Harry, 2001. "How does foreign entry affect domestic banking markets?," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 891-911, May.
    37. Beck, Thorsten & Demirgüç-Kunt, Asli & Merrouche, Ouarda, 2013. "Islamic vs. conventional banking: Business model, efficiency and stability," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 433-447.
    38. Ms. Enrica Detragiache & Asli Demirgüç-Kunt, 1998. "Financial Liberalization and Financial Fragility," IMF Working Papers 1998/083, International Monetary Fund.
    39. Samitas, Aristeidis & Kampouris, Elias & Polyzos, Stathis, 2022. "Covid-19 pandemic and spillover effects in stock markets: A financial network approach," International Review of Financial Analysis, Elsevier, vol. 80(C).
    40. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    41. Meslier, Céline & Risfandy, Tastaftiyan & Tarazi, Amine, 2020. "Islamic banks’ equity financing, Shariah supervisory board, and banking environments," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    42. Zhou, Hang & Yu, Mei & Li, Jiahui & Qin, Qilin, 2021. "Rare disasters, exchange rates, and macroeconomic policy: Evidence from COVID-19," Economics Letters, Elsevier, vol. 209(C).
    43. Adesina, Kolade Sunday, 2021. "How diversification affects bank performance: The role of human capital," Economic Modelling, Elsevier, vol. 94(C), pages 303-319.
    44. Wu, Ji & Chen, Minghua & Jeon, Bang Nam & Wang, Rui, 2017. "Does foreign bank penetration affect the risk of domestic banks? Evidence from emerging economies," Journal of Financial Stability, Elsevier, vol. 31(C), pages 45-61.
    45. Helmi Hamdi & Abdelaziz Hakimi & Khemais Zaghdoudi, 2017. "Diversification, bank performance and risk: have Tunisian banks adopted the new business model?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-25, December.
    46. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    47. Padhan, Rakesh & Prabheesh, K.P., 2021. "The economics of COVID-19 pandemic: A survey," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 220-237.
    48. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    49. Feyen, Erik & Alonso Gispert, Tatiana & Kliatskova, Tatsiana & Mare, Davide S., 2021. "Financial Sector Policy Response to COVID-19 in Emerging Markets and Developing Economies," Journal of Banking & Finance, Elsevier, vol. 133(C).
    50. Chen, Sheng-Hung & Liao, Chien-Chang, 2011. "Are foreign banks more profitable than domestic banks? Home- and host-country effects of banking market structure, governance, and supervision," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 819-839, April.
    51. Dharani, Munusamy & Hassan, M. Kabir & Rabbani, Mustafa Raza & Huq, Tahsin, 2022. "Does the Covid-19 pandemic affect faith-based investments? Evidence from global sectoral indices," Research in International Business and Finance, Elsevier, vol. 59(C).
    52. 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.
    53. Zaremba, Adam & Aharon, David Y. & Demir, Ender & Kizys, Renatas & Zawadka, Dariusz, 2021. "COVID-19, government policy responses, and stock market liquidity around the world: A note," Research in International Business and Finance, Elsevier, vol. 56(C).
    54. Alqahtani, Faisal & Mayes, David G., 2018. "Financial stability of Islamic banking and the global financial crisis: Evidence from the Gulf Cooperation Council," Economic Systems, Elsevier, vol. 42(2), pages 346-360.
    55. Wagner, Wolf, 2007. "The liquidity of bank assets and banking stability," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 121-139, January.
    56. repec:ecb:ecbwps:20111427 is not listed on IDEAS
    57. Gubareva, Mariya, 2021. "The impact of Covid-19 on liquidity of emerging market bonds," Finance Research Letters, Elsevier, vol. 41(C).
    58. Elnahass, Marwa & Trinh, Vu Quang & Li, Teng, 2021. "Global banking stability in the shadow of Covid-19 outbreak," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    59. John Goddard & Phil Molyneux & John O. S. Wilson, 2004. "The profitability of european banks: a cross‐sectional and dynamic panel analysis," Manchester School, University of Manchester, vol. 72(3), pages 363-381, June.
    60. Gormley, Todd A., 2010. "The impact of foreign bank entry in emerging markets: Evidence from India," Journal of Financial Intermediation, Elsevier, vol. 19(1), pages 26-51, January.
    61. Ibrahim, Mansor H. & Rizvi, Syed Aun R., 2018. "Bank lending, deposits and risk-taking in times of crisis: A panel analysis of Islamic and conventional banks," Emerging Markets Review, Elsevier, vol. 35(C), pages 31-47.
    62. Baele, Lieven & De Jonghe, Olivier & Vander Vennet, Rudi, 2007. "Does the stock market value bank diversification?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1999-2023, July.
    63. Goodell, John W., 2020. "COVID-19 and finance: Agendas for future research," Finance Research Letters, Elsevier, vol. 35(C).
    64. Pengpeng Yue & Aslihan Gizem Korkmaz & Haigang Zhou, 2020. "Household Financial Decision Making Amidst the COVID-19 Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2363-2377, August.
    65. Huayu Shen & Mengyao Fu & Hongyu Pan & Zhongfu Yu & Yongquan Chen, 2020. "The Impact of the COVID-19 Pandemic on Firm Performance," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2213-2230, August.
    66. Baselga-Pascual, Laura & Vähämaa, Emilia, 2021. "Female leadership and bank performance in Latin America," Emerging Markets Review, Elsevier, vol. 48(C).
    67. Demir, Ender & Danisman, Gamze Ozturk, 2021. "Banking sector reactions to COVID-19: The role of bank-specific factors and government policy responses," Research in International Business and Finance, Elsevier, vol. 58(C).
    68. Jeroen Klomp & Jakob de Haan, 2014. "Bank Regulation, the Quality of Institutions, and Banking Risk in Emerging and Developing Countries: An Empirical Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(6), pages 19-40, November.
    69. Shaban, Mohamed & James, Gregory A., 2018. "The effects of ownership change on bank performance and risk exposure: Evidence from indonesia," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 483-497.
    70. 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.
    71. Dinh Hoang Bach Phan & Paresh Kumar Narayan, 2020. "Country Responses and the Reaction of the Stock Market to COVID-19—a Preliminary Exposition," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2138-2150, August.
    72. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2012. "Bank supervision, regulation, and efficiency: Evidence from the European Union," Journal of Financial Stability, Elsevier, vol. 8(4), pages 292-302.
    73. 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.
    74. Ashraf, Badar Nadeem, 2020. "Stock markets’ reaction to COVID-19: Cases or fatalities?," Research in International Business and Finance, Elsevier, vol. 54(C).
    75. Beck, Thorsten & Keil, Jan, 2021. "Are Banks Catching Corona? Effects of COVID on Lending in the U.S," CEPR Discussion Papers 15869, C.E.P.R. Discussion Papers.
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    More about this item

    Keywords

    COVID-19 pandemic; Bank stability; Bank performance; Global banking;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • 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
    • L50 - Industrial Organization - - Regulation and Industrial Policy - - - General

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