人工智能对企业绿色创新的影响研究OA
Impact of Artificial Intelligence on Corporate Green Innovation:Evidence from Textual Analysis of Chinese Listed Companies'Annual Reports
在新的科技革命和产业变革下,人工智能已成为促进经济发展和改善环境的重要手段.基于2014-2022年A股上市公司数据,实证考察人工智能对企业绿色创新的影响.基准回归分析表明,人工智能的应用对企业绿色创新具有积极促进作用,并通过一系列稳健性检验;中介机制表明,人工智能通过影响企业内部环境和外部环境的方式作用于企业绿色创新;异质性检验发现,在不同地区、不同行业和不同要素密集度的企业中,人工智能对企业绿色创新的影响存在差异.研究结论有助于深化人工智能对企业绿色创新的激励效应,对协同推进稳增长和绿色发展具有重要启示.
Under the new scientific and technological revolution and industrial transformation,artificial intelligence(AI)has become an important means to influence economic development and environmental improvement.Using data from 2014 to 2022 from A-share listed companies,this paper investigates the impact of AI on corporate green innovation.Baseline regression analysis shows that the adoption of AI signifi-cantly promotes corporate green innovation,which passes a series of robustness tests.The mediation mechanism analysis indicates that AI facilitates green innovation by in-fluencing both the internal and external environments of enterprises.In addition,hetero-geneity analysis reveals that the impact of AI on corporate green innovation varies across enterprises in different regions,industries,and factor intensities.Overall,the findings provide new evidence on the role of AI in stimulating corporate green innova-tion and offer useful insights for promoting the coordinated advancement of stable eco-nomic growth and green development.
蓝金晶
新疆财经大学经济学院(新疆 乌鲁木齐 830012)
管理科学
人工智能企业绿色创新企业成本股东规模客户集中度
Artificial Intelligence(AI)Corporate Green InnovationCorporate CostsShareholder SizeCustomer Concentration
《科技广场》 2026 (1)
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