{"title":"Does AI contribute to systemic risk reduction in non-financial corporations?","authors":"Wang-Zhe Han, Wanshan Meng","doi":"10.1016/j.qref.2025.101973","DOIUrl":null,"url":null,"abstract":"<div><div>While the systemic risk of financial institutions has been frequently discussed, the equally systemically important non-financial corporations have received insufficient attention. We examine a sample of listed Chinese non-financial corporations from 2010 to 2022 and confirm that AI use in non-financial corporations reduces their systemic risk. This beneficial impact is more pronounced in non-state-owned corporations, corporations in the growth stage, and corporations in the economic expansion period. Subsequently, we attribute this result to three risk control channels: decreasing risk-taking levels, reducing default risk, and weakening credit risk contagion. The research extends the understanding of systemic risk to non-financial corporations, providing new insights for balancing technological upgrading with achieving economic stability.</div></div>","PeriodicalId":47962,"journal":{"name":"Quarterly Review of Economics and Finance","volume":"100 ","pages":"Article 101973"},"PeriodicalIF":2.9000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Quarterly Review of Economics and Finance","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1062976925000146","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
While the systemic risk of financial institutions has been frequently discussed, the equally systemically important non-financial corporations have received insufficient attention. We examine a sample of listed Chinese non-financial corporations from 2010 to 2022 and confirm that AI use in non-financial corporations reduces their systemic risk. This beneficial impact is more pronounced in non-state-owned corporations, corporations in the growth stage, and corporations in the economic expansion period. Subsequently, we attribute this result to three risk control channels: decreasing risk-taking levels, reducing default risk, and weakening credit risk contagion. The research extends the understanding of systemic risk to non-financial corporations, providing new insights for balancing technological upgrading with achieving economic stability.
期刊介绍:
The Quarterly Review of Economics and Finance (QREF) attracts and publishes high quality manuscripts that cover topics in the areas of economics, financial economics and finance. The subject matter may be theoretical, empirical or policy related. Emphasis is placed on quality, originality, clear arguments, persuasive evidence, intelligent analysis and clear writing. At least one Special Issue is published per year. These issues have guest editors, are devoted to a single theme and the papers have well known authors. In addition we pride ourselves in being able to provide three to four article "Focus" sections in most of our issues.