在研发与电子管理中运用人工智能的力量：创新指数

IF 4.6 3区管理学 Q1 BUSINESS

IEEE Transactions on Engineering Management Pub Date : 2025-07-08 DOI:10.1109/TEM.2025.3585975

Federico Platania;Celina Toscano Hernandez;Imane El Ouadghiri;Jonathan Peillex

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引用次数: 0

摘要

本文研究了人工智能相关技术创新及其对领先科技公司市场回报的影响之间的复杂关系。我们引入了“创新指数”，这是一个基于人工智能相关专利数量的潜在变量，并将其纳入传统的Fama-French模型，以更好地捕捉人工智能进步对财务业绩的影响。利用状态空间表示，我们的实证分析表明，人工智能相关创新对知名和领先科技公司的市场回报有显著贡献。研究结果强调了人工智能投资对维持长期增长和竞争力的战略重要性。

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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Harnessing the Power of AI in RD&E Management: The Innovation Index

This article investigates the complex relationship between artificial intelligence (AI)-related technological innovation and its impact on the market returns of leading technology companies. We introduce the “Innovation Index,” a latent variable based on the number of AI-related patents, and incorporate it into the traditional Fama–French model to better capture the influence of AI advancements on financial performance. Using a state-space representation, our empirical analysis suggests that AI-related innovation significantly contributes to the market returns of prominent and leading technology firms. The findings highlight the strategic importance of AI investments in sustaining long-term growth and competitiveness.

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来源期刊

IEEE Transactions on Engineering Management 管理科学-工程：工业

CiteScore

10.30

自引率

19.00%

发文量

604

审稿时长

5.3 months

期刊介绍： Management of technical functions such as research, development, and engineering in industry, government, university, and other settings. Emphasis is on studies carried on within an organization to help in decision making or policy formation for RD&E.