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

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

引用次数: 0

Abstract

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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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

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。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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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

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