企业文化影响避税吗?机器学习方法

IF 7.5 1区 经济学 Q1 BUSINESS, FINANCE
Babak Mammadov , Hamid Vakilzadeh , Joanna Golden
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引用次数: 0

摘要

本研究探讨了企业文化是否会影响企业的避税行为。我们使用一种新颖的机器学习方法来衡量企业的企业文化。我们的研究结果表明,企业文化较强的公司更有可能在避税天堂国家开展实质性业务,而且这些公司的此类业务程度更高。研究结果还表明,企业文化越强的公司,其避税行为越严重。我们的结果在使用工具变量和差分识别策略时都是稳健的。最后,我们表明,由于企业文化较强而拥有避税港业务,会增加企业在未来时期的税后收益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Does corporate culture impact tax shelter? A machine learning approach
This study investigates whether the corporate culture of a firm affects its tax shelter behavior. We use a novel machine learning methodology to measure the corporate culture of a firm. Our results show that firms with stronger corporate culture are more likely to have material operations in tax haven countries and the extent of such operations is greater in these firms. The findings also suggest that firms with stronger corporate cultures engage in greater tax avoidance. Our results are robust to the use of both instrumental variables and difference-in-difference identification strategies. Finally, we show that having tax haven operations as a result of stronger corporate culture increases a firm's after-tax earnings in future periods.
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来源期刊
CiteScore
10.30
自引率
9.80%
发文量
366
期刊介绍: The International Review of Financial Analysis (IRFA) is an impartial refereed journal designed to serve as a platform for high-quality financial research. It welcomes a diverse range of financial research topics and maintains an unbiased selection process. While not limited to U.S.-centric subjects, IRFA, as its title suggests, is open to valuable research contributions from around the world.
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