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The impact of artificial intelligence on firms’ energy and resource efficiency: Empirical evidence from China

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  1. Xu, Ru-Yu & Wang, Ke-Liang & Miao, Zhuang, 2024. "The impact of digital technology innovation on green total-factor energy efficiency in China: Does economic development matter?," Energy Policy, Elsevier, vol. 194(C).
  2. Cevik, Nuket Kırcı & Cevik, Emrah I. & Destek, Mehmet Akif & Bugan, Mehmet Fatih & Manga, Müge, 2024. "Unleashing power of financial technologies on mineral productivity in G-20 countries," Resources Policy, Elsevier, vol. 90(C).
  3. Hongbo Fu & Rajah Rasiah, 2025. "Correction: Fu, H.; Rasiah, R. Fostering Inclusive Green Growth in Chinese Cities: Investigating the Role of Artificial Intelligence. Sustainability 2024, 16 , 9809," Sustainability, MDPI, vol. 17(2), pages 1-1, January.
  4. Liu, Yunxin & Cao, Yuqiang & Lu, Meiting & Shan, Yaowen & Xu, Jiangang, 2024. "Automating efficiency: The impact of industrial robots on labor investment in China," Economic Modelling, Elsevier, vol. 140(C).
  5. Li, Yunfa & Liu, Fawei, 2023. "Assessment of impacts of land and electricity prices on mineral efficiency," Resources Policy, Elsevier, vol. 86(PB).
  6. Wang, Yong & Zhao, Wenhao & Ma, Xuejiao, 2024. "The spatial spillover impact of artificial intelligence on energy efficiency: Empirical evidence from 278 Chinese cities," Energy, Elsevier, vol. 312(C).
  7. She, Yanan & Wang, Huan & Zhen, Shangsong & Peng, Yue & Wang, Wei & Liu, Yunqiang, 2025. "Two-way empowerment or one-way game? The impact of data factor endowment matching on enterprises’ green efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 208(C).
  8. Dong, Zequn & Tan, Chaodan & Ma, Biao & Ning, Zhaoshuo, 2024. "The impact of artificial intelligence on the energy transition: The role of regulatory quality as a guardrail, not a wall," Energy Economics, Elsevier, vol. 140(C).
  9. Zhong, Yufei & Chen, Xuesheng & Wang, Zhixian & Lin, Regina Fang-Ying, 2024. "The nexus among artificial intelligence, supply chain and energy sustainability: A time-varying analysis," Energy Economics, Elsevier, vol. 132(C).
  10. Xiangyi Li & Qing Wang & Ying Tang, 2024. "The Impact of Artificial Intelligence Development on Urban Energy Efficiency—Based on the Perspective of Smart City Policy," Sustainability, MDPI, vol. 16(8), pages 1-22, April.
  11. Guo, Shaobo & Cao, Fuguo, 2024. "Decomposition of factors affecting copper consumption in major countries in light of green economy and its trend characteristics," Resources Policy, Elsevier, vol. 98(C).
  12. Yang, Senmiao & Wang, Jianda & Dong, Kangyin & Dong, Xiucheng & Wang, Kun & Fu, Xiaowen, 2024. "Is artificial intelligence technology innovation a recipe for low-carbon energy transition? A global perspective," Energy, Elsevier, vol. 300(C).
  13. Tiantian Ning & Kai-Hua Wang & Hong-Wen Liu, 2025. "Unleashing the Power of Digital Transformation: Boosting Green Total Factor Productivity in China’s Energy Enterprises," Sustainability, MDPI, vol. 17(9), pages 1-19, May.
  14. Han, Wang-Zhe & Meng, Wanshan, 2025. "Does AI contribute to systemic risk reduction in non-financial corporations?," The Quarterly Review of Economics and Finance, Elsevier, vol. 100(C).
  15. Qiang Wang & Fuyu Zhang & Rongrong Li, 2025. "Artificial intelligence and sustainable development during urbanization: Perspectives on AI R&D innovation, AI infrastructure, and AI market advantage," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(1), pages 1136-1156, February.
  16. Yuan, Bo & Sun, Pengbo, 2024. "Does the high-tech foreign investment spark robot adoption in the developing world? Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 302-314.
  17. Zhang, Kun & Kou, Zi-Xuan & Zhu, Pei-Hua & Qian, Xiang-Yan & Yang, Yun-Ze, 2025. "How does AI affect urban carbon emissions? Quasi-experimental evidence from China's AI innovation and development pilot zones," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 426-447.
  18. Zeng, Ming & Zhang, Weike, 2024. "Green finance: The catalyst for artificial intelligence and energy efficiency in Chinese urban sustainable development," Energy Economics, Elsevier, vol. 139(C).
  19. Lu, Juan & Li, He, 2024. "Can digital technology innovation promote total factor energy efficiency? Firm-level evidence from China," Energy, Elsevier, vol. 293(C).
  20. Zi Hui Yin & Wei Ping Zeng, 2024. "Path to sustainable development: Can industrial intelligence and technological innovation balance economic growth and environmental quality in China?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 4486-4504, October.
  21. Han, Wang-Zhe & Zhang, Yi-Ming, 2024. "Carbon reduction effect of industrial robots: Breaking the impasse for carbon emissions and development," Innovation and Green Development, Elsevier, vol. 3(3).
  22. FU, Yunyun & SHEN, Yongchang & SONG, Malin & WANG, Weiyu, 2024. "Does artificial intelligence reduce corporate energy consumption? New evidence from China," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 548-561.
  23. Shen, Qiong & Pan, Yuxi & Meng, Xiangxu & Ling, Xiao & Hu, Shilei & Feng, Yanchao, 2023. "How does the transition policy of mineral resource-exhausted cities affect the process of industrial upgrading? New empirical evidence from China," Resources Policy, Elsevier, vol. 86(PB).
  24. Zhao, Mingtao & Fu, Xuebao & Sun, Jun & Wang, ZhenZhen & Wang, HongJiu & Lu, Suwan & Cui, Lianbiao, 2025. "Optimal strategy of artificial intelligence on low-carbon energy transformation: Perspective from enterprise green technology innovation efficiency," Energy, Elsevier, vol. 319(C).
  25. Zhang, Yingnan & Hu, Wei & Tao, Yirui & Zhang, Bin, 2025. "How does smart artificial intelligence influence energy system resilience? Evidence from energy vulnerability assessments in G20 countries," Energy, Elsevier, vol. 314(C).
  26. Bai, Caiquan & Yao, Di & Xue, Qihang, 2025. "Does artificial intelligence suppress firms' greenwashing behavior? Evidence from robot adoption in China," Energy Economics, Elsevier, vol. 142(C).
  27. Zhao, Congyu & Dong, Kangyin & Wang, Kun & Nepal, Rabindra, 2024. "How does artificial intelligence promote renewable energy development? The role of climate finance," Energy Economics, Elsevier, vol. 133(C).
  28. Manal Elhaj & Jihen Bousrih & Hind Alofaysan, 2024. "Can Technological Advancement Empower the Future of Renewable Energy? A Panel Autoregressive Distributed Lag Approach," Energies, MDPI, vol. 17(20), pages 1-18, October.
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