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The benefits of banks’ IT investments in times of trouble: evidence from loan loss accruals during the COVID-19 pandemic

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  • Moritz Sefried

    (University of Tübingen)

  • Jan Riepe

    (University of Tübingen)

Abstract

Motivated by diverging results from the literature, we investigate whether investments in information technology (IT) help banks to assess their loan portfolio. More specifically, we focus on the consequences of accumulated expenses for data processing on banks’ ability to estimate their loan loss accruals. We further test for differences when the banks’ borrowers get hit by the economic trouble from the COVID-19 pandemic. Using a sample of US commercial banks before and during the COVID-19 pandemic, we find more precise estimates of loan loss accruals during these troublesome times in banks that accumulated higher data processing expenses. Surprisingly, we do not find significant differences in the precision of loan loss accruals by banks’ IT investments during normal times. Our findings contribute to consolidate previously diverging results by showing that IT investments help banks following a structural break, such as the COVID-19 pandemic.

Suggested Citation

  • Moritz Sefried & Jan Riepe, 2023. "The benefits of banks’ IT investments in times of trouble: evidence from loan loss accruals during the COVID-19 pandemic," Journal of Business Economics, Springer, vol. 93(1), pages 149-171, January.
  • Handle: RePEc:spr:jbecon:v:93:y:2023:i:1:d:10.1007_s11573-022-01100-0
    DOI: 10.1007/s11573-022-01100-0
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    1. Liu, Cc & Ryan, Sg, 1995. "The Effect Of Bank Loan Portfolio Composition On The Market Reaction To And Anticipation Of Loan Loss Provisions," Journal of Accounting Research, Wiley Blackwell, vol. 33(1), pages 77-94.
    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. Justin Jin & Kiridaran Kanagaretnam & Y. I. Liu & Maoyong Cheng, 2021. "Does Citizens’ Financial Literacy Relate to Bank Financial Reporting Transparency?," European Accounting Review, Taylor & Francis Journals, vol. 30(5), pages 887-912, October.
    4. 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.
    5. de Chaisemartin, Clement & D'Haultfoeuille, Xavier, 2014. "Fuzzy Changes-in Changes," CAGE Online Working Paper Series 184, Competitive Advantage in the Global Economy (CAGE).
    6. Koetter, Michael & Noth, Felix, 2013. "IT use, productivity, and market power in banking," Journal of Financial Stability, Elsevier, vol. 9(4), pages 695-704.
    7. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    8. Pierri, Nicola & Timmer, Yannick, 2022. "The importance of technology in banking during a crisis," Journal of Monetary Economics, Elsevier, vol. 128(C), pages 88-104.
    9. Berger, Allen N, 2003. "The Economic Effects of Technological Progress: Evidence from the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(2), pages 141-176, April.
    10. Sumit Agarwal & David Lucca & Amit Seru & Francesco Trebbi, 2014. "Inconsistent Regulators: Evidence from Banking," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 889-938.
    11. C de Chaisemartin & X D’HaultfŒuille, 2018. "Fuzzy Differences-in-Differences," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 999-1028.
    12. Mingdi Xin & Vidyanand Choudhary, 2019. "IT Investment Under Competition: The Role of Implementation Failure," Management Science, INFORMS, vol. 65(4), pages 1909-1925, April.
    13. DeYoung, Robert & Lang, William W. & Nolle, Daniel L., 2007. "How the Internet affects output and performance at community banks," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1033-1060, April.
    14. 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).
    15. Marco Di Maggio & Vincent Yao, 2021. "Fintech Borrowers: Lax Screening or Cream-Skimming?," The Review of Financial Studies, Society for Financial Studies, vol. 34(10), pages 4565-4618.
    16. Beccalli, Elena, 2007. "Does IT investment improve bank performance? Evidence from Europe," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2205-2230, July.
    17. 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.
    18. Emre Kilic & Gerald Lobo & Tharindra Ranasinghe & Lin Yi, 2021. "Strategic usefulness of ignorance: evidence from income smoothing via retained interest of securitized loans," Review of Quantitative Finance and Accounting, Springer, vol. 56(1), pages 245-272, January.
    19. Yongji Wang & Hongwei Cai & Chanjuan Li & Zhiwei Jiang & Ling Wang & Jiugang Song & Jielai Xia, 2013. "Optimal Caliper Width for Propensity Score Matching of Three Treatment Groups: A Monte Carlo Study," PLOS ONE, Public Library of Science, vol. 8(12), pages 1-7, December.
    20. Robert Hauswald & Robert Marquez, 2003. "Information Technology and Financial Services Competition," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 921-948, July.
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    Cited by:

    1. Wolfgang Breuer & Jannis Bischof & Oliver Fabel & Christian Hofmann & Jochen Hundsdoerfer & Tim Weitzel, 2023. "Business economics in a pandemic world: how a virus changed our economic life," Journal of Business Economics, Springer, vol. 93(1), pages 1-9, January.

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    More about this item

    Keywords

    Bank accounting; Loan loss provisions; IT investments; COVID-19 pandemic;
    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
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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