How Does Artificial Intelligence Impact Green Development? Evidence from China

被引:1
|
作者
Chen, Mingyue [1 ]
Wang, Shuting [1 ]
Wang, Xiaowen [1 ]
机构
[1] Lanzhou Univ, Sch Econ, Lanzhou 730000, Peoples R China
关键词
artificial intelligence; green development; nonlinearity; spatial spillover; green technological innovation; sustainable development; INDUSTRIAL-STRUCTURE; EMPIRICAL-EVIDENCE; ECONOMIC-GROWTH; ENERGY SECTOR; TECHNOLOGY; EFFICIENCY; PRODUCTIVITY; INNOVATION; INFORMATION; INTERNET;
D O I
10.3390/su16031260
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Artificial intelligence not only changes the production methods of traditional industries but also provides an important opportunity to decouple industrial development from environmental degradation and promote green economic growth. In order to further explore the green value of AI, this paper constructs an indicator of industrial robot penetration at the regional level, based on the idea of Bartik's instrumental variable, and measures green development efficiency using the improved Super-SBM model. Based on a comprehensive explanation of the influence mechanism, a spatial measurement model and mediating effect model are constructed to test the spatial spillover effect and transmission mechanism between AI and green development. This study shows that (1) there is a significant inverted U shape in the impact of AI on green development; (2) the heterogeneity analysis finds that the structural dividend of AI is more obvious in capital-intensive and technology-intensive areas, which can more fully release its empowering effect on green development; (3) AI can not only directly affect green development but also indirectly affect green development by promoting green technology innovation and optimizing industrial structures, etc.; (4) AI has a significant inverted U-shaped spatial spillover effect on green development, and the development of local AI has a radiation-driven effect on the green development performance of its spatially related areas. The research methodology of this paper can be used for future research, and the results could provide support for the formulation of regional AI applications and green development policies.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] How does artificial intelligence affect green economic growth?-Evidence from China
    Zhao, Peiya
    Gao, Yu
    Sun, Xue
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 834
  • [2] How does artificial intelligence development affect green technology innovation in China? Evidence from dynamic panel data analysis
    Yin, Kedong
    Cai, Fangfang
    Huang, Chong
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (10) : 28066 - 28090
  • [3] How does artificial intelligence development affect green technology innovation in China? Evidence from dynamic panel data analysis
    Kedong Yin
    Fangfang Cai
    Chong Huang
    [J]. Environmental Science and Pollution Research, 2023, 30 : 28066 - 28090
  • [4] The impact of artificial intelligence on green transformation of manufacturing enterprises: evidence from China
    Zhang, Zhengang
    Li, Peilun
    Huang, Liangxiong
    Kang, Yichen
    [J]. ECONOMIC CHANGE AND RESTRUCTURING, 2024, 57 (04)
  • [5] The Impact of Artificial Intelligence on the Labour Market: Evidence from China
    Li, Ruitao
    Li, Chuanxian
    Guo, Shijun
    [J]. AMFITEATRU ECONOMIC, 2024, 26 (67) : 867 - 883
  • [6] How does government environmental investment promote green development: Evidence from China
    Wang, Qin
    Zhou, Chao
    [J]. PLOS ONE, 2023, 18 (10):
  • [7] Does artificial intelligence promote industrial upgrading? Evidence from China
    Zou, Weiyong
    Xiong, Yunjun
    [J]. ECONOMIC RESEARCH-EKONOMSKA ISTRAZIVANJA, 2023, 36 (01): : 1666 - 1687
  • [8] How does green finance impact carbon emissions in China: Evidence from the fintech perspective
    Xiaoqiang Cheng
    Yuanyuan Qian
    Bin Wang
    [J]. Environmental Science and Pollution Research, 2024, 31 (31) : 44169 - 44190
  • [9] How Does Green Insurance Affect Green Innovation? Evidence from China
    Hu, Yucai
    Du, Shaorui
    Wang, Yukun
    Yang, Xinya
    [J]. SUSTAINABILITY, 2023, 15 (16)
  • [10] How Does Green Finance Affect the Sustainable Development of the Regional Economy? Evidence from China
    Ma, Huizi
    Miao, Xuan
    Wang, Zhen
    Wang, Xiangrong
    [J]. SUSTAINABILITY, 2023, 15 (04)