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COVID-19 and bank branch lending: The moderating effect of digitalization

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  • Silva, Thiago Christiano
  • de Souza, Sergio Rubens Stancato
  • Guerra, Solange Maria
  • Tabak, Benjamin Miranda

Abstract

We examine how COVID-19 and digitalization have changed bank lending behavior. Using microdata from Brazil, we investigate the determinants of these changes at the bank branch level and by credit type. Branches in areas more affected by COVID-19 reduced loan issuances and experienced lower credit revenues. These branches could not adjust their costs in the short term due to this decline in lending, resulting in increased marginal costs. We also find that branches of more digitalized banks were less sensitive to local borrowers’ conditions and could expand their clientele. These branches extended credit to borrowers in remote localities less affected by COVID-19, positioning themselves better than branches of less digitalized banks. Our research highlights the critical role of digitalization in distressed periods, as it enables banks to respond more swiftly and effectively, favoring financial stability.

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  • 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).
  • Handle: RePEc:eee:jbfina:v:152:y:2023:i:c:s0378426623000936
    DOI: 10.1016/j.jbankfin.2023.106869
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    as
    1. Thomas Philippon, 2015. "Has the US Finance Industry Become Less Efficient? On the Theory and Measurement of Financial Intermediation," American Economic Review, American Economic Association, vol. 105(4), pages 1408-1438, April.
    2. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    3. 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.
    4. Silva, Thiago & Souza, Sérgio & Guerra, Solange & Tabak, Benjamin, 2022. "Decentralized Market Power in Credit Markets," MPRA Paper 114766, University Library of Munich, Germany.
    5. Andreas Fuster & Aurel Hizmo & Lauren Lambie-Hanson & James Vickery & Paul S. Willen, 2021. "How Resilient Is Mortgage Credit Supply? Evidence from the COVID-19 Pandemic," NBER Working Papers 28843, National Bureau of Economic Research, Inc.
    6. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    7. Dadoukis, Aristeidis & Fiaschetti, Maurizio & Fusi, Giulia, 2021. "IT adoption and bank performance during the Covid-19 pandemic," Economics Letters, Elsevier, vol. 204(C).
    8. João Granja & Christian Leuz & Raghuram G. Rajan, 2022. "Going the Extra Mile: Distant Lending and Credit Cycles," Journal of Finance, American Finance Association, vol. 77(2), pages 1259-1324, April.
    9. 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).
    10. 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.
    11. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    12. Özlem Dursun-de Neef, H. & Schandlbauer, Alexander, 2021. "COVID-19 and lending responses of European banks," Journal of Banking & Finance, Elsevier, vol. 133(C).
    13. 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.
    14. Orkun Saka & Barry Eichengreen & Cevat Giray Aksoy, 2022. "Epidemic Exposure, Financial Technology, and the Digital Divide," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(7), pages 1913-1940, October.
    15. D'Aurizio, Leandro & Oliviero, Tommaso & Romano, Livio, 2015. "Family firms, soft information and bank lending in a financial crisis," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 279-292.
    16. Cornett, Marcia Millon & McNutt, Jamie John & Strahan, Philip E. & Tehranian, Hassan, 2011. "Liquidity risk management and credit supply in the financial crisis," Journal of Financial Economics, Elsevier, vol. 101(2), pages 297-312, August.
    17. Robert Hauswald & Robert Marquez, 2003. "Information Technology and Financial Services Competition," Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 921-948, July.
    18. Hasan, Iftekhar & Politsidis, Panagiotis N. & Sharma, Zenu, 2021. "Global syndicated lending during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 133(C).
    19. Dursun-de Neef, H. Özlem & Schandlbauer, Alexander, 2022. "COVID-19, bank deposits, and lending," Journal of Empirical Finance, Elsevier, vol. 68(C), pages 20-33.
    20. 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).
    21. Philipp Schnabl, 2012. "The International Transmission of Bank Liquidity Shocks: Evidence from an Emerging Market," Journal of Finance, American Finance Association, vol. 67(3), pages 897-932, June.
    22. Thomas Philippon, 2020. "On fintech and financial inclusion," BIS Working Papers 841, Bank for International Settlements.
    23. 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).
    24. Ross Levine & Chen Lin & Mingzhu Tai & Wensi Xie, 2021. "How Did Depositors Respond to COVID-19? [A crisis of banks as liquidity providers]," Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5438-5473.
    25. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.
    26. Rahmiye Figen Ceylan & Burhan Ozkan & Esra Mulazimogullari, 2020. "Historical evidence for economic effects of COVID-19," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(6), pages 817-823, August.
    27. Muggenthaler, Philip & Schroth, Joachim & Sun, Yiqiao, 2021. "The heterogeneous economic impact of the pandemic across euro area countries," Economic Bulletin Boxes, European Central Bank, vol. 5.
    28. Gregory CLARK, 2016. "Microbes and Markets: Was the Black Death an Economic Revolution?," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 82(2), pages 139-165, June.
    29. Armantier, Olivier & Koşar, Gizem & Pomerantz, Rachel & Skandalis, Daphné & Smith, Kyle & Topa, Giorgio & van der Klaauw, Wilbert, 2021. "How economic crises affect inflation beliefs: Evidence from the Covid-19 pandemic," Journal of Economic Behavior & Organization, Elsevier, vol. 189(C), pages 443-469.
    30. Alexander Erler & Horst Gischer & Bernhard Herz, 2017. "Regional Competition in US Banking – Trends and Determinants," FEMM Working Papers 170008, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
    31. Erel, Isil & Liebersohn, Jack, 2022. "Can FinTech reduce disparities in access to finance? Evidence from the Paycheck Protection Program," Journal of Financial Economics, Elsevier, vol. 146(1), pages 90-118.
    32. Park, Cyn-Young & Shin, Kwanho, 2021. "COVID-19, nonperforming loans, and cross-border bank lending," Journal of Banking & Finance, Elsevier, vol. 133(C).
    33. R Maria del Rio-Chanona & Penny Mealy & Anton Pichler & François Lafond & J Doyne Farmer, 2020. "Supply and demand shocks in the COVID-19 pandemic: an industry and occupation perspective," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 36(Supplemen), pages 94-137.
    34. Igan, Deniz & Mirzaei, Ali & Moore, Tomoe, 2023. "Does macroprudential policy alleviate the adverse impact of COVID-19 on the resilience of banks?," Journal of Banking & Finance, Elsevier, vol. 147(C).
    35. Kahle, Kathleen M. & Stulz, René M., 2013. "Access to capital, investment, and the financial crisis," Journal of Financial Economics, Elsevier, vol. 110(2), pages 280-299.
    36. Robert J. Barro & Jose F. Ursua, 2008. "Macroeconomic Crises since 1870," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(1 (Spring), pages 255-350.
    37. Thiago Christiano Silva & Iftekhar Hasan & Benjamin Miranda Tabak, 2021. "Financing choice and local economic growth: evidence from Brazil," Journal of Economic Growth, Springer, vol. 26(3), pages 329-357, September.
    38. Hoai-Luu Q. Nguyen, 2019. "Are Credit Markets Still Local? Evidence from Bank Branch Closings," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 1-32, January.
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    More about this item

    Keywords

    COVID-19; Digitalization; Bank branch; Marginal cost; Bank lending; Credit type;
    All these keywords.

    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D40 - Microeconomics - - Market Structure, Pricing, and Design - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • I19 - Health, Education, and Welfare - - Health - - - Other
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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