Can artificial intelligence mitigate corporate fraud? Exploring the influence of institutional cross-holdings and financial misallocation

IF 4.8 2区 经济学 Q1 BUSINESS, FINANCE
Yu Qi , Hang Su
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引用次数: 0

Abstract

This study examines the impact of artificial intelligence on corporate fraud among Chinese A-share listed firms from 2005 to 2021. It also explores the mediating role of institutional cross-holdings and the moderating role of financial misallocation. Utilizing firm-fixed effect models, the findings indicate that artificial intelligence significantly reduces corporate fraud. Further analyses reveal that institutional cross-holdings partially mediate the relationship between artificial intelligence and corporate fraud, suggesting that artificial intelligence not only directly diminishes fraud but also enhances supervision by attracting institutional cross-holdings. While financial misallocation does not moderate AI's direct effect on corporate fraud or the indirect pathway through institutional cross-holdings' second half, it negatively moderates the first half of the indirect pathway. These results remain robust after conducting various robustness and endogeneity tests. This study provides evidence of AI's corporate governance effects and offers important implications for companies and policymakers aiming to invest in artificial intelligence to mitigate fraud.
人工智能能减轻企业欺诈吗?探讨机构交叉持股与资金错配的影响
本研究考察了2005年至2021年中国a股上市公司人工智能对公司欺诈的影响。本文还探讨了机构交叉持股的中介作用和资金错配的调节作用。利用企业固定效应模型,研究结果表明,人工智能显著减少了企业欺诈。进一步的分析表明,机构交叉持股在一定程度上调解了人工智能与企业欺诈之间的关系,这表明人工智能不仅直接减少了欺诈,而且通过吸引机构交叉持股加强了监管。虽然金融错配不会调节人工智能对企业欺诈的直接影响或通过机构交叉持股的间接途径的后半段,但它会负向调节间接途径的前半部分。在进行各种稳健性和内生性测试后,这些结果仍然稳健性。这项研究为人工智能的公司治理效应提供了证据,并为旨在投资人工智能以减轻欺诈的公司和政策制定者提供了重要启示。
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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来源期刊
Pacific-Basin Finance Journal
Pacific-Basin Finance Journal BUSINESS, FINANCE-
CiteScore
6.80
自引率
6.50%
发文量
157
期刊介绍: The Pacific-Basin Finance Journal is aimed at providing a specialized forum for the publication of academic research on capital markets of the Asia-Pacific countries. Primary emphasis will be placed on the highest quality empirical and theoretical research in the following areas: • Market Micro-structure; • Investment and Portfolio Management; • Theories of Market Equilibrium; • Valuation of Financial and Real Assets; • Behavior of Asset Prices in Financial Sectors; • Normative Theory of Financial Management; • Capital Markets of Development; • Market Mechanisms.
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