The Impact of Artificial Intelligence on Corporate Environmental Investment

被引:0
|
作者
Wang, Junkai [1 ]
Tian, Haowen [2 ]
Zheng, Penghao [3 ]
机构
[1] Sichuan Univ, Business Sch, Wangjiang Rd, Chengdu 610064, Peoples R China
[2] Northwestern Polytech Univ, Sch Management, Xian 710072, Peoples R China
[3] Tsinghua Univ, Sch Econ & Management, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Artificial intelligence; Investment; Protection; Companies; Pollution; Economics; Regulation; Pollution measurement; Finance; Green products; environmental investment; financing constraints; information transparency; RESPONSIBILITY;
D O I
10.1109/TEM.2024.3491940
中图分类号
F [经济];
学科分类号
02 ;
摘要
As an important driving force for a new round of scientific and technological revolution and industrial transformation, artificial intelligence has great potential in improving corporate investment in environmental protection and promoting economic growth. However, due to data bottlenecks, there is no clear conclusion on how AI impact environmental investment at the enterprise level. Based on the annual report data of Chinese listed companies, we use machine learning methods to generate an artificial intelligence dictionary, and then constructs enterprise-level artificial intelligence indicators. Through empirical research, we find that AI can significantly improve enterprises' environmental investment. After the robustness tests such as the instrumental variable method and the propensity score matching method, the conclusion remains unchanged. Mechanism analysis shows that AI can improve firms' investment in environmental protection by alleviating financing constraints and improving information transparency. Heterogeneity analysis shows that the state-owned attributes, high tax burden and high environmental regulation of enterprises can enhance the correlation between AI and environmental protection investment. Further research finds that the increase in environmental protection investment caused by artificial intelligence can significantly reduce environmental pollution, rather than for the sake of greenwashing behavior. This article not only enriches the relevant research on the impact of corporate environmental protection investment, but also provides a theoretical basis for enterprises to further promote the development of artificial intelligence technology.
引用
收藏
页码:96 / 114
页数:19
相关论文
共 50 条
  • [41] The Impact of Artificial Intelligence and Consumer Behavior Interaction on Corporate Brand Management and Marketing Strategies
    Luo L.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [42] Environmental investment and tunneling: A substitute for corporate governance
    Li, Qiang
    Shi, Zhengyu
    Xiang, Erwei
    Shi, Huimin
    INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2024, 96
  • [43] Regulating Artificial Intelligence in International Investment Law
    McLaughlin, Mark
    JOURNAL OF WORLD INVESTMENT & TRADE, 2023, 24 (02): : 256 - 300
  • [44] Artificial Intelligence for Pharma: Time for Internal Investment
    Henstock, Peter V.
    TRENDS IN PHARMACOLOGICAL SCIENCES, 2019, 40 (08) : 543 - 546
  • [45] Can Media Stimulate Corporate Environmental Investment?
    Wang Yun
    Li Yanxi
    He Chao
    PROCEEDINGS OF THE 9TH (2017) INTERNATIONAL CONFERENCE ON FINANCIAL RISK AND CORPORATE FINANCE MANAGEMENT, 2017, : 58 - 63
  • [46] Sustainable development and investment in artificial intelligence in the USA
    Kirikkaleli, Dervis
    Aad, Samar
    Kirikkaleli, Nurdan Ozrecberoglu
    HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS, 2025, 12 (01):
  • [47] Corporate Financialization, Financing Constraints, and Environmental Investment
    Tao, Lan
    Chen, Lianfang
    Li, Kun
    SUSTAINABILITY, 2021, 13 (24)
  • [48] Corporate Governance of Artificial Intelligence in the Public Interest
    Cihon, Peter
    Schuett, Jonas
    Baum, Seth D.
    INFORMATION, 2021, 12 (07)
  • [49] Robots in the Boardroom: Artificial Intelligence and Corporate Law
    Moslein, Florian
    Cinar, Sevda Bora
    ISTANBUL HUKUK MECMUASI, 2021, 79 (02): : 699 - 728
  • [50] The Adoption of Artificial Intelligence for Financial Investment Service
    Noonpakdee, Wasinee
    2020 22ND INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT): DIGITAL SECURITY GLOBAL AGENDA FOR SAFE SOCIETY!, 2020, : 396 - 400