政府干预在人工智能投资与金融市场发展关系中的调节作用

IF 5.6 2区 经济学 Q1 BUSINESS, FINANCE
Paula Ortega Perals , Fabrizio Maturo , Salvador Cruz Rambaud , Javier Sánchez García
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引用次数: 0

摘要

人工智能(AI)的广泛使用为评估其在金融和经济等领域的影响带来了重大挑战。一个关键的问题是,监管措施是否对减轻与人工智能采用相关的潜在风险至关重要。本研究通过分析28个国家8年(2014-2021年)的年度数据,调查了政府干预的潜在调节作用。具体而言,本文探讨了人工智能投资对金融市场指数的影响,强调了政府监管的调节作用。使用Arellano和Bond difff - gmm估计器来揭示政府干预是否会影响人工智能对金融市场的影响。研究结果表明,人工智能的采用对金融市场指数产生了积极影响,并且在考虑政府监管的情况下,这种影响会得到加强。因此,这项研究在两个主要方面做出了贡献:它填补了我们对人工智能对金融市场影响的理解空白,并展示了政府干预如何塑造这种动态。这些见解为投资者和金融市场专业人士提供了有价值的指导,帮助他们利用人工智能应用程序,并使他们的投资策略与监管框架保持一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The moderating role of government intervention in the relationship between investment in artificial intelligence and the development of financial markets
The widespread use of Artificial Intelligence (AI) has introduced significant challenges in assessing its impact in fields such as finance and economics. A critical question is whether regulatory measures are essential to mitigate potential risks associated with AI adoption. This study investigates the potential moderating role of government intervention by analysing annual data from 28 countries over eight years (2014–2021). Specifically, this paper explores how AI investment influences financial market indices, emphasising the role of government regulation as moderating factor. The Arellano and Bond Diff-GMM estimator is utilised to uncover insights into whether government intervention affects the influence of AI on financial markets. The findings suggest that AI adoption positively affects financial market indices, and this effect is strengthened when governmental regulation is considered. Thus, the study contributes in two main ways: it fills a gap in our understanding of AI's effects on financial markets and shows how government intervention can shape this dynamic. These insights provide valuable guidance for investors and financial market professionals, helping them leverage AI applications and align their investment strategies with regulatory frameworks.
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来源期刊
CiteScore
7.30
自引率
2.20%
发文量
253
期刊介绍: The International Review of Economics & Finance (IREF) is a scholarly journal devoted to the publication of high quality theoretical and empirical articles in all areas of international economics, macroeconomics and financial economics. Contributions that facilitate the communications between the real and the financial sectors of the economy are of particular interest.
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