Artificial intelligence;
Ecological footprint;
Energy efficiency;
Single threshold effect;
SLACKS-BASED MEASURE;
EFFICIENCY;
D O I:
10.1016/j.jenvman.2024.122458
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 (AI) technology serves as a powerful tool to optimize energy efficiency and lessen ecological footprints. Using data from 30 provinces in China over the period from 2018 to 2022, this study investigates how regional AI development affects the per capita ecological footprint and explores the underlying mechanisms. The results show that: (1) Regional AI development can significantly decrease the ecological footprint, and this conclusion remains robust after a series of robustness checks. (2) Mediation effect analysis indicates that AI technology mainly decreases the ecological footprint by improving energy utilization efficiency. (3) The panel threshold model results show that AI's influence on the ecological footprint has a single energy efficiency threshold. Only when regional energy efficiency exceeds a certain threshold can AI fully exert its suppressive effect on the ecological footprint. (4) Regional heterogeneity analysis shows that the reduction effect of AI on the ecological footprint is more pronounced in the central and eastern regions of China. This paper helps clarify the specific impact of AI technology development on the ecological footprint and provides scientific evidence for regional technology development, energy efficiency improvement, and ecological environment policy formulation.
机构:
China Univ Petr East China, Sch Econ & Management, Qingdao 266580, Peoples R China
Xinjiang Univ, Sch Econ & Management, Urumqi 830046, Peoples R ChinaChina Univ Petr East China, Sch Econ & Management, Qingdao 266580, Peoples R China
Wang, Qiang
Sun, Tingting
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机构:
China Univ Petr East China, Sch Econ & Management, Qingdao 266580, Peoples R ChinaChina Univ Petr East China, Sch Econ & Management, Qingdao 266580, Peoples R China
Sun, Tingting
Li, Rongrong
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机构:
China Univ Petr East China, Sch Econ & Management, Qingdao 266580, Peoples R China
Xinjiang Univ, Sch Econ & Management, Urumqi 830046, Peoples R ChinaChina Univ Petr East China, Sch Econ & Management, Qingdao 266580, Peoples R China
机构:
Qingdao Univ, Sch Econ, Qingdao, Shandong, Peoples R China
City Univ Macau, Fac Finance, Taipa, Macao, Peoples R ChinaQingdao Univ, Sch Econ, Qingdao, Shandong, Peoples R China
Li, Xin
Li, Shiyuan
论文数: 0引用数: 0
h-index: 0
机构:
Qingdao Univ, Sch Econ, Qingdao, Shandong, Peoples R ChinaQingdao Univ, Sch Econ, Qingdao, Shandong, Peoples R China
Li, Shiyuan
Cao, Jifeng
论文数: 0引用数: 0
h-index: 0
机构:
LinYi Univ, Sch Business, Linyi, Shandong, Peoples R China
West side north Sect Ind Ave, Linyi, Shandong, Peoples R ChinaQingdao Univ, Sch Econ, Qingdao, Shandong, Peoples R China
Cao, Jifeng
Spulbar, Andrei Cristian
论文数: 0引用数: 0
h-index: 0
机构:
West Univ Timisoara, Timisoara, RomaniaQingdao Univ, Sch Econ, Qingdao, Shandong, Peoples R China