Managerial Ability and Debt Choice

Abacus Pub Date : 2024-08-02 DOI:10.1111/abac.12334
Md Samsul Alam, Mostafa Monzur Hasan, Nurul Alam, Md Shahidul Islam
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Abstract

Using a sample of 54,964 firm‐year observations of US public firms during the period 2001 to 2020, we investigate how managerial ability affects corporate debt choice. We find evidence that managerial ability is negatively associated with the use of bank debt. This finding remains robust to a battery of robustness tests, including alternative measures of managerial ability and debt choice, various econometric specifications, and a range of endogeneity tests. Using the sudden death of the CEO as an exogenous shock to managerial ability, our difference‐in‐differences regression suggests a negative causal relationship between managerial ability and reliance on bank debt. Further, using advanced machine learning models, we identify that managerial ability is a highly influential variable in predicting firms’ debt choices. Our cross‐sectional tests indicate that this relationship is more pronounced in the presence of higher information opacity, weaker corporate governance, and poor financial conditions. In additional tests, we show that firms with more able managers use more unsecured debt and public debt. Taken together, our findings suggest that managerial ability matters in shaping corporate debt choice.
管理能力与债务选择
我们以 2001 年至 2020 年期间 54964 家美国上市公司为样本,研究了管理能力如何影响公司债务选择。我们发现的证据表明,管理能力与银行债务的使用呈负相关。这一发现在一系列稳健性检验(包括管理能力和债务选择的替代衡量标准、各种计量经济学规格和一系列内生性检验)后仍然是稳健的。利用首席执行官猝死作为对管理能力的外生冲击,我们的差分回归结果表明,管理能力与对银行债务的依赖之间存在负因果关系。此外,利用先进的机器学习模型,我们发现管理能力是预测公司债务选择的一个极具影响力的变量。我们的横截面测试表明,在信息不透明程度较高、公司治理较弱和财务状况较差的情况下,这种关系更为明显。在其他测试中,我们还发现,管理能力更强的公司会使用更多的无担保债务和公共债务。综上所述,我们的研究结果表明,管理能力对公司债务的选择有重要影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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