技术革命与监管创新:政府采用人工智能如何影响金融监管力度

IF 7.5 1区 经济学 Q1 BUSINESS, FINANCE International Review of Financial Analysis Pub Date : 2024-09-02 DOI:10.1016/j.irfa.2024.103535
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引用次数: 0

摘要

在现代金融监管领域,人工智能(AI)的融入被认为是潜在的游戏规则改变者。随着技术的飞速发展,人工智能可以通过高效处理和分析复杂的金融数据来提高监管能力。这种方法可以更精确地预测和防范市场风险,有效监控潜在的市场滥用行为,并加深对金融市场的了解。因此,人工智能可以大大提高政府监管框架的效率和影响力。本研究考察了政府采用人工智能对中国金融监管强度的影响,在 2012 年至 2022 年期间,在 30 个省市发现了重要发现。相关结论包括四个方面。(1)政府采用人工智能进行金融监管能显著增强金融监管强度。(2)制度环境和政府透明度对这一过程分别具有促进和抑制作用。(3)进一步检验发现,政府采用人工智能进行金融监管对地区金融监管强度有非线性影响。(4)异质性分析表明,政府采用人工智能的促进作用在东部治理能力强、数字环境发达的地区更为明显。本研究的结论为地方政府通过采用人工智能制定和完善金融监管框架提供了经验证据和实践指导。
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Technological revolution and regulatory innovation: How governmental artificial intelligence adoption matters for financial regulation intensity

In the realm of modern financial regulation, the integration of artificial intelligence (AI) is considered to be a potential game-changer. With rapid technological advancement, AI can enhance regulatory capabilities by efficiently processing and analyzing complex financial data. This approach allows for more precise predictions and prevention of market risks, effective monitoring of potential market abuses, and a deeper understanding of financial markets. As a result, AI can substantially improve the efficiency and impact of government regulatory frameworks. This study examined the impact of governmental AI adoption on financial regulatory intensity in China, revealing significant findings across 30 provinces and municipalities from 2012 to 2022. The relevant findings are fourfold. (1) Governmental AI adoption for financial regulation significantly strengthens financial regulatory intensity. (2) The institutional environment and government transparency have respective promotional and restraining influences on this process. (3) Further tests reveal a nonlinear impact of governmental AI adoption for financial regulation on regional financial regulatory intensity. (4) Heterogeneity analysis demonstrates that the enhancing effect of governmental AI adoption is more pronounced in regions located in the east, with strong governance capabilities and well-developed digital environments. The conclusions of this study provide empirical evidence and practical guidance for local governments to develop and refine financial regulatory frameworks by adopting AI.

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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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