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Bank Supervision and Organizational Capital: The Case of Minority Lending

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  • BYEONGCHAN AN
  • ROBERT BUSHMAN
  • ANYA KLEYMENOVA
  • RIMMY E. TOMY

Abstract

We investigate whether improvements in banks' organizational capital and control systems facilitate increased loan origination to minority borrowers. We focus on bank supervisors' enforcement decisions and orders (EDOs) against banks and hypothesize that EDO‐imposed improvements in loan policies, internal governance, and employee training mitigate deficiencies in credit assessments and lending decisions that previously disadvantaged minority borrowers. We find that mortgage origination to minority borrowers increases following the resolution of EDOs, and more so for banks with stricter supervisors or more severe EDOs. Using a semisupervised machine learning method to analyze the text of EDOs, we find that such increases are higher for EDOs specifying revisions of loan policies, implementation of formal internal governance procedures, or more employee training. Overall, we find that EDO‐driven improvements in organizational capital generate unintended, positive social externalities that enhance access to credit for minority borrowers.

Suggested Citation

  • Byeongchan An & Robert Bushman & Anya Kleymenova & Rimmy E. Tomy, 2024. "Bank Supervision and Organizational Capital: The Case of Minority Lending," Journal of Accounting Research, Wiley Blackwell, vol. 62(2), pages 505-549, May.
  • Handle: RePEc:bla:joares:v:62:y:2024:i:2:p:505-549
    DOI: 10.1111/1475-679X.12529
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    as
    1. Anya Kleymenova & Rimmy E. Tomy, 2022. "Observing Enforcement: Evidence from Banking," Journal of Accounting Research, Wiley Blackwell, vol. 60(4), pages 1583-1633, September.
    2. Yermack, David, 1995. "Do corporations award CEO stock options effectively?," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 237-269.
    3. Grabner, Isabella & Moers, Frank, 2013. "Management control as a system or a package? Conceptual and empirical issues," Accounting, Organizations and Society, Elsevier, vol. 38(6), pages 407-419.
    4. Aaronson, Daniel, 2000. "A Note on the Benefits of Homeownership," Journal of Urban Economics, Elsevier, vol. 47(3), pages 356-369, May.
    5. David Horne, 1997. "Mortgage Lending, Race, and Model Specification," Journal of Financial Services Research, Springer;Western Finance Association, vol. 11(1), pages 43-68, February.
    6. Bartlett, Robert & Morse, Adair & Stanton, Richard & Wallace, Nancy, 2022. "Consumer-lending discrimination in the FinTech Era," Journal of Financial Economics, Elsevier, vol. 143(1), pages 30-56.
    7. Ittner, Christopher D. & Larcker, David F., 2001. "Assessing empirical research in managerial accounting: a value-based management perspective," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 349-410, December.
    8. Beverly Hirtle & Anna Kovner & Matthew Plosser, 2020. "The Impact of Supervision on Bank Performance," Journal of Finance, American Finance Association, vol. 75(5), pages 2765-2808, October.
    9. Michael S. Haigh & John A. List, 2005. "Do Professional Traders Exhibit Myopic Loss Aversion? An Experimental Analysis," Journal of Finance, American Finance Association, vol. 60(1), pages 523-534, February.
    10. Rosen, H.S.Harvey S. & Wu, Stephen, 2004. "Portfolio choice and health status," Journal of Financial Economics, Elsevier, vol. 72(3), pages 457-484, June.
    11. W. Scott Frame & Ruidi Huang & Erik J. Mayer & Adi Sunderam, 2022. "The Impact of Minority Representation at Mortgage Lenders," NBER Working Papers 30125, National Bureau of Economic Research, Inc.
    12. Andrew Hertzberg & Jose Maria Liberti & Daniel Paravisini, 2010. "Information and Incentives Inside the Firm: Evidence from Loan Officer Rotation," Journal of Finance, American Finance Association, vol. 65(3), pages 795-828, June.
    13. Edwards, Ryan D, 2008. "Health Risk and Portfolio Choice," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 472-485.
    14. Wheeler, Christopher H. & Olson, Luke M., 2015. "Racial differences in mortgage denials over the housing cycle: Evidence from U.S. metropolitan areas," Journal of Housing Economics, Elsevier, vol. 30(C), pages 33-49.
    15. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning," NBER Chapters, in: Big Data: Long-Term Implications for Financial Markets and Firms, pages 3265-3315, National Bureau of Economic Research, Inc.
    16. Di, Zhu Xiao & Belsky, Eric & Liu, Xiaodong, 2007. "Do homeowners achieve more household wealth in the long run?," Journal of Housing Economics, Elsevier, vol. 16(3-4), pages 274-290, November.
    17. Elizabeth Asiedu & James A. Freeman & Akwasi Nti-Addae, 2012. "Access to Credit by Small Businesses: How Relevant Are Race, Ethnicity, and Gender?," American Economic Review, American Economic Association, vol. 102(3), pages 532-537, May.
    18. Luke Keele & Luke Miratrix, 2019. "Randomization Inference for Outcomes with Clumping at Zero," The American Statistician, Taylor & Francis Journals, vol. 73(2), pages 141-150, April.
    19. 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.
    20. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    21. Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996. "Mortgage Lending in Boston: Interpreting HMDA Data," American Economic Review, American Economic Association, vol. 86(1), pages 25-53, March.
    22. Marco Di Maggio & Dimuthu Ratnadiwakara & Don Carmichael, 2022. "Invisible Primes: Fintech Lending with Alternative Data," NBER Working Papers 29840, National Bureau of Economic Research, Inc.
    23. Holmes, Andrew & Horvitz, Paul, 1994. "Mortgage Redlining: Race, Risk, and Demand," Journal of Finance, American Finance Association, vol. 49(1), pages 81-99, March.
    24. John Kandrac & Bernd Schlusche, 2021. "The Effect of Bank Supervision and Examination on Risk Taking: Evidence from a Natural Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 34(6), pages 3181-3212.
    25. Duca John V. & Rosenthal Stuart S., 1993. "Borrowing Constraints, Household Debt, and Racial Discrimination in Loan Markets," Journal of Financial Intermediation, Elsevier, vol. 3(1), pages 77-103, October.
    26. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    27. Roman, Raluca A., 2020. "Winners and losers from supervisory enforcement actions against banks," Journal of Corporate Finance, Elsevier, vol. 60(C).
    28. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    29. Poterba, James M. & Samwick, Andrew A., 2003. "Taxation and household portfolio composition: US evidence from the 1980s and 1990s," Journal of Public Economics, Elsevier, vol. 87(1), pages 5-38, January.
    30. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning [Machine learning methods that economists should know about]," The Review of Financial Studies, Society for Financial Studies, vol. 34(7), pages 3265-3315.
    31. Michael Schwert, 2018. "Bank Capital and Lending Relationships," Journal of Finance, American Finance Association, vol. 73(2), pages 787-830, April.
    32. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
    33. 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.
    34. Orley Ashenfelter & Timothy Hannan, 1986. "Sex Discrimination and Product Market Competition: The Case of the Banking Industry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(1), pages 149-173.
    35. Simons, Robert, 1987. "Accounting control systems and business strategy: An empirical analysis," Accounting, Organizations and Society, Elsevier, vol. 12(4), pages 357-374, June.
    36. Sandra E. Black & Elizabeth Brainerd, 1999. "Importing equality? The effects of increased competition on the gender wage gap," Staff Reports 74, Federal Reserve Bank of New York.
    37. Arthur Acolin & Jesse Bricker & Paul Calem & Susan Wachter, 2016. "Borrowing Constraints and Homeownership," American Economic Review, American Economic Association, vol. 106(5), pages 625-629, May.
    38. Zimmerman, Jerold L., 2001. "Conjectures regarding empirical managerial accounting research," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 411-427, December.
    39. Sandra J. Newman & C. Scott Holupka, 2016. "Is Timing Everything? Race, Homeownership and Net Worth in the Tumultuous 2000s," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(2), pages 307-354, April.
    40. Wouter Dessein & Andrea Prat, 2022. "Organizational Capital, Corporate Leadership, and Firm Dynamics," Journal of Political Economy, University of Chicago Press, vol. 130(6), pages 1477-1536.
    41. Danisewicz, Piotr & McGowan, Danny & Onali, Enrico & Schaeck, Klaus, 2018. "The real effects of banking supervision: Evidence from enforcement actions," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 86-101.
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