Accounting Discretion, Loan Loss Provision in Financial Distress: Evidence from Commercial Banks

Anil Kumar Malik, S. Din, K. Shafi, Babar Zaheer Butt, Haroon Aziz
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引用次数: 1

Abstract

Abstract This study explores the association between earning management practices and financial distress in commercial banks. Earning management is measured through discretionary loan loss provisions and non-discretionary loan loss provisions. Modified Altman’s Z-score has been used as a proxy for financial distress. Panel regression with fixed and random effect has been employed for empirical analysis. The study finds a significant positive association between DLLP, NDLLP and financial distress in terms of the Altman Z-score. In the case of NDLLP, liquidity reduces the probability of financial distress. Whereas, a bank’s SIZE, LEVG and AQ enhance the likelihood of financial distress. The robustness tests were applied to find the association between NDLLP and FD using logistic regression to validate baseline estimates results of the random effect model. The findings of this study have implications for the policymakers, regulators and internal stakeholders to devise effective regulatory measures for well-informed investment decisions.
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财务困境下的会计自由裁量权、贷款损失准备金——来自商业银行的证据
摘要本研究探讨了商业银行盈余管理实践与财务困境之间的关系。盈利管理是通过可自由支配的贷款损失准备金和非可自由支配贷款损失准备金来衡量的。修改后的奥特曼的Z分数被用作财务困境的指标。采用具有固定和随机效应的面板回归进行实证分析。研究发现,就Altman Z评分而言,DLLP、NDLLP与财务困境之间存在显著的正相关。在NDLLP的情况下,流动性降低了财务困境的概率。然而,银行的SIZE、LEVG和AQ会增加财务困境的可能性。稳健性检验用于发现NDLLP和FD之间的关联,使用逻辑回归来验证随机效应模型的基线估计结果。这项研究的结果对政策制定者、监管机构和内部利益相关者制定有效的监管措施以做出明智的投资决策具有启示意义。
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审稿时长
20 weeks
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