Does AI contribute to systemic risk reduction in non-financial corporations?

IF 3.1 3区 经济学 Q1 ECONOMICS Quarterly Review of Economics and Finance Pub Date : 2025-03-01 Epub Date: 2025-02-01 DOI:10.1016/j.qref.2025.101973
Wang-Zhe Han, Wanshan Meng
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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.
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人工智能是否有助于降低非金融企业的系统性风险?
虽然金融机构的系统性风险经常被讨论,但同样具有系统重要性的非金融公司却没有得到足够的重视。我们研究了2010年至2022年中国非金融上市公司的样本,并证实人工智能在非金融公司中的应用降低了它们的系统性风险。这种有利影响在非国有企业、成长期企业和经济扩张期企业中更为明显。随后,我们将这一结果归因于三个风险控制渠道:降低风险承担水平、降低违约风险和减弱信用风险传染。该研究将对系统性风险的理解扩展到非金融企业,为平衡技术升级与实现经济稳定提供了新的见解。
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来源期刊
CiteScore
6.00
自引率
2.90%
发文量
118
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.
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