Impact of artificial intelligence on corporate green transformation

IF 6.9 2区 经济学 Q1 BUSINESS, FINANCE
Huanyu Li , Hao Wu , Jian Rao
{"title":"Impact of artificial intelligence on corporate green transformation","authors":"Huanyu Li ,&nbsp;Hao Wu ,&nbsp;Jian Rao","doi":"10.1016/j.frl.2025.107427","DOIUrl":null,"url":null,"abstract":"<div><div>This study explores the impact of artificial A-share-listed Chinese companies from 2000 to 2022. The findings indicate that AI significantly enhances intelligence (AI) on corporate green transformation (GX) using data from corporate GX, a conclusion supported by multiple robustness checks. Heterogeneity analyses reveal that AI's positive influence is more pronounced in older firms, politically connected companies, nonheavy-pollution industries, and organizations with higher levels of GX. This study contributes a new explanatory perspective on how businesses can leverage AI to advance GX and provides a theoretical foundation for further research and development in AI-driven corporate sustainability initiatives.</div></div>","PeriodicalId":12167,"journal":{"name":"Finance Research Letters","volume":"80 ","pages":"Article 107427"},"PeriodicalIF":6.9000,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Finance Research Letters","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1544612325006877","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0

Abstract

This study explores the impact of artificial A-share-listed Chinese companies from 2000 to 2022. The findings indicate that AI significantly enhances intelligence (AI) on corporate green transformation (GX) using data from corporate GX, a conclusion supported by multiple robustness checks. Heterogeneity analyses reveal that AI's positive influence is more pronounced in older firms, politically connected companies, nonheavy-pollution industries, and organizations with higher levels of GX. This study contributes a new explanatory perspective on how businesses can leverage AI to advance GX and provides a theoretical foundation for further research and development in AI-driven corporate sustainability initiatives.
人工智能对企业绿色转型的影响
本研究探讨了2000 - 2022年中国a股人为上市公司的影响。研究结果表明,人工智能显著增强了企业绿色转型(GX)的智能(AI),这一结论得到了多重鲁棒性检验的支持。异质性分析显示,人工智能的积极影响在老公司、有政治关系的公司、非重污染行业和GX水平较高的组织中更为明显。这项研究为企业如何利用人工智能来推进GX提供了新的解释视角,并为人工智能驱动的企业可持续发展计划的进一步研究和开发提供了理论基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Finance Research Letters
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
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信