IF 2.5 3区 经济学 Q2 ECONOMICS
Cheng-Kui Huang, Jheng-Siang Lin
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引用次数: 0

摘要

近年来,人工智能(AI)已成为学术和商业研究的焦点。随着学习算法的突破,人工智能在商业运营中的应用越来越实用,影响也越来越大。人工智能为市场分析、决策支持以及商业模式和流程创新提供了工具,为企业带来了一个重要的转折点。尽管如此,人工智能的实施是否会产生可衡量的商业价值,抑或仅仅是一种趋势,这些问题依然存在,对企业和管理者提出了挑战。本研究通过财务绩效、生产率和市场价值这三个关键指标,实证检验了人工智能对企业层面绩效的影响,从而做出了重要贡献。本研究从内部财务角度出发,揭示了采用人工智能虽然能提高财务业绩和市场价值,但人工智能先行者和表现较好者的优势在所有指标上并不都是积极的。这种细致入微的分析让管理者和利益相关者对人工智能的实际价值有了更深入的了解,从而为更明智的实施战略提供指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Firm Performance on Artificial Intelligence Implementation

In recent years, artificial intelligence (AI) has become a focal point in academic and business research. With breakthroughs in learning algorithms, AI applications in business operations are increasingly practical and impactful. AI offers tools for market analysis, decision-making support, and innovations in business models and processes, presenting a significant turning point for firms. Despite this, questions remain about whether AI implementation yields measurable business value or is merely a trend, challenging enterprises and managers. This study provides a significant contribution by empirically examining AI impact on firm-level performance through three key indicators: financial performance, productivity, and market value. Drawing on internal financial perspectives, this research reveals that while AI adoption enhances financial performance and market value, the advantages for AI first movers and better performers are not uniformly positive across all indicators. This nuanced analysis offers managers and stakeholders a deeper understanding of the tangible value of AI, guiding more informed implementation strategies.

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来源期刊
CiteScore
1.40
自引率
18.20%
发文量
242
期刊介绍: Managerial and Decision Economics will publish articles applying economic reasoning to managerial decision-making and management strategy.Management strategy concerns practical decisions that managers face about how to compete, how to succeed, and how to organize to achieve their goals. Economic thinking and analysis provides a critical foundation for strategic decision-making across a variety of dimensions. For example, economic insights may help in determining which activities to outsource and which to perfom internally. They can help unravel questions regarding what drives performance differences among firms and what allows these differences to persist. They can contribute to an appreciation of how industries, organizations, and capabilities evolve.
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