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.
机构:
Shanghai Int Studies Univ, Sch Business & Management, 1550 Wenxiang Rd, Shanghai 201620, Peoples R ChinaShanghai Int Studies Univ, Sch Business & Management, 1550 Wenxiang Rd, Shanghai 201620, Peoples R China
Zhang, Jian
Wang, Ningzhi
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Int Studies Univ, Sch Business & Management, 1550 Wenxiang Rd, Shanghai 201620, Peoples R ChinaShanghai Int Studies Univ, Sch Business & Management, 1550 Wenxiang Rd, Shanghai 201620, Peoples R China
Wang, Ningzhi
Wu, Wenruo
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Int Studies Univ, Sch Business & Management, 1550 Wenxiang Rd, Shanghai 201620, Peoples R ChinaShanghai Int Studies Univ, Sch Business & Management, 1550 Wenxiang Rd, Shanghai 201620, Peoples R China
Wu, Wenruo
Zhu, Xinyu
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Int Studies Univ, Sch Business & Management, 1550 Wenxiang Rd, Shanghai 201620, Peoples R ChinaShanghai Int Studies Univ, Sch Business & Management, 1550 Wenxiang Rd, Shanghai 201620, Peoples R China
机构:
Shaanxi Normal Univ, Int Business Sch, Xian 710119, Peoples R ChinaShaanxi Normal Univ, Int Business Sch, Xian 710119, Peoples R China
Li, Yukun
Zhu, Danfeng
论文数: 0引用数: 0
h-index: 0
机构:
Shaanxi Normal Univ, Int Business Sch, Xian 710119, Peoples R China
Shaanxi Normal Univ, Int Business Sch, Changan Campus 620,West Changan Ave, Xian 710119, Peoples R ChinaShaanxi Normal Univ, Int Business Sch, Xian 710119, Peoples R China
机构:
Cent South Univ, Sch Business, Changsha, Peoples R China
Innovat & Talent Base Digital Technol & Finance, Wuhan, Peoples R ChinaCent South Univ, Sch Business, Changsha, Peoples R China
Ren, Xiaohang
Hu, Shuiling
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Sch Business, Changsha, Peoples R ChinaCent South Univ, Sch Business, Changsha, Peoples R China
Hu, Shuiling
Sun, Xianming
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h-index: 0
机构:
Zhongnan Univ Econ & Law, Sch Finance, Changsha, Peoples R China
Innovat & Talent Base Digital Technol & Finance, Wuhan, Peoples R ChinaCent South Univ, Sch Business, Changsha, Peoples R China
Sun, Xianming
Zhou, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Reading, Henley Business Sch, Reading, EnglandCent South Univ, Sch Business, Changsha, Peoples R China