IDEAS home Printed from https://ideas.repec.org/a/eee/jaecon/v80y2025i1s0165410125000175.html

Current Expected Credit Losses and consumer loans

Author

Listed:
  • Granja, João
  • Nagel, Fabian

Abstract

We use data from TransUnion, a large U.S. credit bureau covering millions of individual consumer loans, to examine the transition to the Current Expected Credit Loss (CECL) accounting standard and to provide novel evidence about the impact that raising reserve requirements has on banks’ pricing and lending decisions in the U.S. consumer lending market. We find that greater reserve requirements following the adoption of CECL induce a statistically significant but economically moderate increase in loan interest rates. The effects are more pronounced for weakly-capitalized banks and even more so for underprivileged individuals borrowing from weakly-capitalized banks. Our evidence informs the ongoing policy debate between standard setters and members of the financial industry about the potential effects of CECL on credit markets.

Suggested Citation

  • Granja, João & Nagel, Fabian, 2025. "Current Expected Credit Losses and consumer loans," Journal of Accounting and Economics, Elsevier, vol. 80(1).
  • Handle: RePEc:eee:jaecon:v:80:y:2025:i:1:s0165410125000175
    DOI: 10.1016/j.jacceco.2025.101781
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165410125000175
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jacceco.2025.101781?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. Looney, Adam & Yannelis, Constantine, 2022. "The consequences of student loan credit expansions: Evidence from three decades of default cycles," Journal of Financial Economics, Elsevier, vol. 143(2), pages 771-793.
    2. Jansen, Mark & Nagel, Fabian & Yannelis, Constantine & Zhang, Anthony Lee, 2025. "Data and welfare in credit markets," Journal of Financial Economics, Elsevier, vol. 174(C).
    3. Bronson Argyle & Taylor Nadauld & Christopher Palmer, 2023. "Real Effects of Search Frictions in Consumer Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 36(7), pages 2685-2720.
    4. 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.
    5. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    6. Michael Siemer, 2019. "Employment Effects of Financial Constraints during the Great Recession," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 16-29, March.
    7. Albanesi, Stefania & DeGiorgi, Giacomo & Nosal, Jaromir, 2022. "Credit growth and the financial crisis: A new narrative," Journal of Monetary Economics, Elsevier, vol. 132(C), pages 118-139.
    8. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2017. "Macroprudential policy, countercyclical bank capital buffers and credit supply: evidence from the spanish dynamic provisioning experiments," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 125(6), pages 2126-2177.
    9. Atif Mian & Amir Sufi, 2012. "The Effects of Fiscal Stimulus: Evidence from the 2009 Cash for Clunkers Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1107-1142.
    10. Beatty, A & Chamberlain, Sl & Magliolo, J, 1995. "Managing Financial Reports Of Commercial-Banks - The Influence Of Taxes, Regulatory Capital, And Earnings," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 33(2), pages 231-261.
    11. Germán López‐Espinosa & Gaizka Ormazabal & Yuki Sakasai, 2021. "Switching from Incurred to Expected Loan Loss Provisioning: Early Evidence," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 59(3), pages 757-804, June.
    12. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    13. Collins, Jh & Shackelford, Da & Wahlen, Jm, 1995. "Bank Differences In The Coordination Of Regulatory Capital, Earnings, And Taxes," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 33(2), pages 263-291.
    14. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    15. Beatty, Anne & Liao, Scott, 2011. "Do delays in expected loss recognition affect banks' willingness to lend?," Journal of Accounting and Economics, Elsevier, vol. 52(1), pages 1-20, June.
    16. 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.
    17. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    18. Adrian, Tobias & Shin, Hyun Song, 2010. "Liquidity and leverage," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 418-437, July.
    19. Granja, João & Makridis, Christos & Yannelis, Constantine & Zwick, Eric, 2022. "Did the paycheck protection program hit the target?," Journal of Financial Economics, Elsevier, vol. 145(3), pages 725-761.
    20. Markus Behn & Rainer Haselmann & Vikrant Vig, 2022. "The Limits of Model‐Based Regulation," Journal of Finance, American Finance Association, vol. 77(3), pages 1635-1684, June.
    21. Christian Laux & Christian Leuz, 2010. "Did Fair-Value Accounting Contribute to the Financial Crisis?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 93-118, Winter.
    22. Benjamin J & Neale Mahoney & Hanbin Yang & Tarun Ramadorai, 2023. "What Determines Consumer Financial Distress? Place- and Person-Based Factors," The Review of Financial Studies, Society for Financial Studies, vol. 36(1), pages 42-69.
    23. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    24. Ho, Katherine & Ishii, Joy, 2011. "Location and competition in retail banking," International Journal of Industrial Organization, Elsevier, vol. 29(5), pages 537-546, September.
    25. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-855, September.
    26. Ralph S. J. Koijen & Motohiro Yogo, 2015. "The Cost of Financial Frictions for Life Insurers," American Economic Review, American Economic Association, vol. 105(1), pages 445-475, January.
    27. Byeongchan An & Robert Bushman & Anya Kleymenova & Rimmy E. Tomy, 2024. "Bank Supervision and Organizational Capital: The Case of Minority Lending," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 62(2), pages 505-549, May.
    28. Yannelis, Constantine & Zhang, Anthony Lee, 2023. "Competition and selection in credit markets," Journal of Financial Economics, Elsevier, vol. 150(2).
    29. Anya Kleymenova & Rimmy E. Tomy, 2022. "Observing Enforcement: Evidence from Banking," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 60(4), pages 1583-1633, September.
    30. Sarah Chae & Robert F. Sarama & Cindy M. Vojtech & James Z. Wang, 2018. "The Impact of the Current Expected Credit Loss Standard (CECL) on the Timing and Comparability of Reserves," Finance and Economics Discussion Series 2018-020, Board of Governors of the Federal Reserve System (U.S.).
    31. Erik Hurst & Benjamin J. Keys & Amit Seru & Joseph Vavra, 2016. "Regional Redistribution through the US Mortgage Market," American Economic Review, American Economic Association, vol. 106(10), pages 2982-3028, October.
    32. Bischof, Jannis & Haselmann, Rainer & Kohl, Frederik & Schlueter, Oliver, 2022. "Limitations of implementing an expected credit loss model," LawFin Working Paper Series 48, Goethe University, Center for Advanced Studies on the Foundations of Law and Finance (LawFin).
    33. Eric Zwick & James Mahon, 2017. "Tax Policy and Heterogeneous Investment Behavior," American Economic Review, American Economic Association, vol. 107(1), pages 217-248, January.
    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. Kagerer, Benedikt & Pancaro, Cosimo & Reghezza, Alessio & De Vito, Antonio, 2025. "Hidden weaknesses: the role of unrealized losses in monetary policy transmission," Working Paper Series 3129, European Central Bank.

    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. Ling Wang, 2025. "Bank financing for SMEs in times of crisis: when “whatever-it-takes” confronts “black swans”," Small Business Economics, Springer, vol. 65(2), pages 777-812, August.
    2. Bischof, Jannis & Haselmann, Rainer & Kohl, Frederik & Schlueter, Oliver, 2022. "Limitations of implementing an expected credit loss model," LawFin Working Paper Series 48, Goethe University, Center for Advanced Studies on the Foundations of Law and Finance (LawFin).
    3. Chodorow-Reich, Gabriel & Darmouni, Olivier & Luck, Stephan & Plosser, Matthew, 2022. "Bank liquidity provision across the firm size distribution," Journal of Financial Economics, Elsevier, vol. 144(3), pages 908-932.
    4. Bank for International Settlements, 2015. "The interplay of accounting and regulation and its impact on bank behaviour: Literature review," BCBS Working Papers 28, Bank for International Settlements.
    5. Hailey B. Ballew & Allison Nicoletti & Sarah B. Stuber, 2022. "The Effect of the Paycheck Protection Program and Financial Reporting Standards on Bank Risk-Taking," Management Science, INFORMS, vol. 68(3), pages 2363-2371, March.
    6. Christa Gibbs & Benedict Guttman-Kenney & Donghoon Lee & Scott Nelson & Wilbert van der Klaauw & Jialan Wang, 2025. "Consumer Credit Reporting Data," Journal of Economic Literature, American Economic Association, vol. 63(2), pages 598-636, June.
    7. 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.
    8. David Aikman & Daniel Beale & Adam Brinley-Codd & Anne-Caroline Hüser & Giovanni Covi & Caterina Lepore, 2023. "Macro-Prudential Stress Test Models: A Survey," IMF Working Papers 2023/173, International Monetary Fund.
    9. Marsh, W. Blake & Sharma, Padma, 2024. "Loan guarantees in a crisis: An antidote to a credit crunch?," Journal of Financial Stability, Elsevier, vol. 72(C).
    10. Manuela M. Dantas & Kenneth J. Merkley & Felipe B. G. Silva, 2023. "Government Guarantees and Banks' Income Smoothing," Papers 2303.03661, arXiv.org.
    11. Granja, João & Makridis, Christos & Yannelis, Constantine & Zwick, Eric, 2022. "Did the paycheck protection program hit the target?," Journal of Financial Economics, Elsevier, vol. 145(3), pages 725-761.
    12. Ricardo Schechtman & Tony Takeda, 2018. "Capital (and Earnings) Incentives for Loan Loss Provisions in Brazil: evidence from a crisis-buffering regulatory intervention," Working Papers Series 477, Central Bank of Brazil, Research Department.
    13. Mi Joo Lee & In Tae Hwang & Sun Min Kang, 2020. "The Effect of Forward‐looking Criteria and IFRS on the Informativeness of Banks’ Loan Loss Allowances: Evidence from Korea," Australian Accounting Review, CPA Australia, vol. 30(2), pages 85-104, June.
    14. Manuela M. Dantas & Kenneth J. Merkley & Felipe B. G. Silva, 2023. "Government Guarantees and Banks’ Income Smoothing," Journal of Financial Services Research, Springer;Western Finance Association, vol. 63(2), pages 123-173, April.
    15. Charles A.E. Goodhart & Dimitrios P. Tsomocos & Xuan Wang, 2023. "Support for small businesses amid COVID‐19," Economica, London School of Economics and Political Science, vol. 90(358), pages 612-652, April.
    16. Behn, Markus & Couaillier, Cyril, 2023. "Same same but different: credit risk provisioning under IFRS 9," Working Paper Series 2841, European Central Bank.
    17. Dimitris K. Chronopoulos & Lemonia M. Rempoutsika & John O. S. Wilson, 2024. "Audit committee oversight and bank financial reporting quality," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 51(1-2), pages 657-687, January.
    18. Viral V. Acharya & Stephen G. Ryan, 2016. "Banks’ Financial Reporting and Financial System Stability," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 54(2), pages 277-340, May.
    19. Ozan Güler & Mike Mariathasan & Klaas Mulier & Nejat G. Okatan, 2021. "The real effects of banks' corporate credit supply: A literature review," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1252-1285, July.
    20. Nelson Lind, 2017. "Credit Regimes and the Seeds of Crisis," 2017 Meeting Papers 1474, Society for Economic Dynamics.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • 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
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • M48 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Government Policy and Regulation

    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:jaecon:v:80:y:2025:i:1:s0165410125000175. 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/jae .

    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.