基于本福德定律的地方犯罪环境与企业财务不端行为

J. Golden
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引用次数: 3

摘要

本研究分析了当地犯罪环境对企业从事财务不当行为的可能性的影响。使用本福德指数(Benford Score)来评估公司财务报表数字分布偏离理论分布的程度,我发现总部位于高犯罪率地区的公司与更大的财务不当行为有关。这种联系在那些向高管提供更多基于股票的高管薪酬或实行薄弱公司治理的公司中更为明显,而且犯罪率的变化与公司财务不当行为的变化有关。我的研究结果支持社会规范、社会学习和环境犯罪学理论,以及欺诈三角理论,并且对许多替代规范和方法都是稳健的。证据表明,企业环境影响企业财务不当行为的程度。
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Local Crime Environment and Corporate Financial Misconduct Using Benford’s Law
This study analyzes the impact of the local crime environment on the likelihood of a firm engaging in financial misconduct. Using the Benford Score metric, which assesses the extent to which a firm’s financial statement number distribution diverges from a theoretical distribution, I find that firms headquartered in high crime areas are associated with greater financial misconduct. The link is more pronounced in firms that offer more stock-based executive compensation to their executives or practice weak corporate governance, and change in the crime rate is associated with change in the firm’s financial misconduct. My results support the social norm, social learning, and environmental criminology theories, as well as the fraud triangle, and are robust to a number of alternative specifications and approaches. The evidence implies that a firm’s environment influences the level of corporate financial misconduct.
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