引导环境不确定性对人工智能技术创新的影响：管理情绪作为中介

IF 7.4 2区经济学 Q1 BUSINESS, FINANCE

Finance Research Letters Pub Date : 2025-07-10 DOI:10.1016/j.frl.2025.107962

Ming Fang , Chiu-Lan Chang , Mengling Lin , Zhiyan Zheng

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引用次数: 0

摘要

本研究考察了2010 - 2022年环境不确定性对中国上市公司人工智能技术创新（AITI）的影响。该研究强调了管理情绪的中介作用，表明环境不确定性的增加侵蚀了管理乐观主义，从而阻碍了aii。关注环境不确定性的影响，我们深入研究了它对公司在AITI方面的努力的多方面影响。研究结果为管理者和政策制定者提供了在面对环境不确定性时如何有效推动aii的见解，并为相关政策的制定提供了信息。

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Navigating the impact of environmental uncertainty on AI technology innovation: Managerial sentiment as a mediator

This study examines the impact of environmental uncertainty on artificial intelligence technology innovation (AITI) within Chinese listed companies from 2010 to 2022. The study highlights the mediating role of managerial sentiment, showing that increased environmental uncertainty erodes managerial optimism and consequently hinders AITI. Focusing on the impact of environmental uncertainty, we delve into its multifaceted effects on companies' efforts in AITI. The results provide insights for managers and policy makers on how to effectively drive AITI in the face of environmental uncertainty and to inform the development of relevant policies.

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来源期刊

Finance Research Letters BUSINESS, FINANCE-

CiteScore

11.10

自引率

14.40%

发文量

863

期刊介绍： Finance Research Letters welcomes submissions across all areas of finance, aiming for rapid publication of significant new findings. The journal particularly encourages papers that provide insight into the replicability of established results, examine the cross-national applicability of previous findings, challenge existing methodologies, or demonstrate methodological contingencies. Papers are invited in the following areas: Actuarial studies Alternative investments Asset Pricing Bankruptcy and liquidation Banks and other Depository Institutions Behavioral and experimental finance Bibliometric and Scientometric studies of finance Capital budgeting and corporate investment Capital markets and accounting Capital structure and payout policy Commodities Contagion, crises and interdependence Corporate governance Credit and fixed income markets and instruments Derivatives Emerging markets Energy Finance and Energy Markets Financial Econometrics Financial History Financial intermediation and money markets Financial markets and marketplaces Financial Mathematics and Econophysics Financial Regulation and Law Forecasting Frontier market studies International Finance Market efficiency, event studies Mergers, acquisitions and the market for corporate control Micro Finance Institutions Microstructure Non-bank Financial Institutions Personal Finance Portfolio choice and investing Real estate finance and investing Risk SME, Family and Entrepreneurial Finance