{"title":"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","authors":"Yu Qi , Hang Su","doi":"10.1016/j.pacfin.2025.102822","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":48074,"journal":{"name":"Pacific-Basin Finance Journal","volume":"92 ","pages":"Article 102822"},"PeriodicalIF":4.8000,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Can artificial intelligence mitigate corporate fraud? Exploring the influence of institutional cross-holdings and financial misallocation\",\"authors\":\"Yu Qi , Hang Su\",\"doi\":\"10.1016/j.pacfin.2025.102822\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":48074,\"journal\":{\"name\":\"Pacific-Basin Finance Journal\",\"volume\":\"92 \",\"pages\":\"Article 102822\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2025-05-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Pacific-Basin Finance Journal\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0927538X25001593\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pacific-Basin Finance Journal","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0927538X25001593","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Can artificial intelligence mitigate corporate fraud? Exploring the influence of institutional cross-holdings and financial misallocation
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.
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.