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Bank Lending Standards and Borrower Accounting Conservatism

Author

Listed:
  • Urooj Khan

    (Graduate School of Business, Columbia University, New York, New York 10027)

  • Alvis K. Lo

    (Carroll School of Management, Boston College, Chestnut Hill, Massachusetts 02467)

Abstract

Bank lending standards vary over time. Periods in which firms find it relatively easy to borrow are followed by periods in which banks scrutinize borrowers more and tighten lending. We predict that changes in lending standards affect the accounting conservatism of bank-dependent firms. Using (i) a natural experiment that leads to certain banks tightening lending standards for plausibly exogenous reasons and (ii) time series variation in economy-wide bank lending standards, we find that borrowers increase their asymmetric timely loss recognition in response to the tightening of lending standards. Further, riskier borrowers, borrowers less likely to violate loan covenants, and borrowers whose banks tighten lending standards to a greater extent display larger increases in conservatism following the tightening of lending standards. These results suggest that borrowers internalize the costs and benefits of increasing conservatism. Finally, borrowers do not seem to decrease conservatism immediately after the lending standards are loosened. Overall, our results illuminate a commonly observed banking phenomenon that can influence firms’ incentives to recognize losses, suggesting that developments in the banking sector can shape the information produced by firms in the real sector.

Suggested Citation

  • Urooj Khan & Alvis K. Lo, 2019. "Bank Lending Standards and Borrower Accounting Conservatism," Management Science, INFORMS, vol. 65(11), pages 5337-5359, November.
  • Handle: RePEc:inm:ormnsc:v:65:y:2019:i:11:p:5337-5359
    DOI: 10.1287/mnsc.2018.3094
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    1. Barbara Su, 2023. "Banking practices and borrowing firms’ financial reporting quality: evidence from bank cross-selling," Review of Accounting Studies, Springer, vol. 28(1), pages 201-236, March.
    2. Huang, Yichu & Liu, Frank Hong & Qiu, Buhui, 2023. "Credit market development and corporate earnings management: Evidence from banking and branching deregulations," Journal of Financial Stability, Elsevier, vol. 67(C).
    3. Cui, Xin & Ma, Tingting & Xie, Xiaochen & Goodell, John W., 2023. "Uncertainty of uncertainty and accounting conservatism," Finance Research Letters, Elsevier, vol. 52(C).

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