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The impact of carbon emissions trading on energy efficiency: Evidence from quasi-experiment in China's carbon emissions trading pilot

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  1. Chen, Zeyu & Tang, Yuhong & Shen, Hebin & Liu, Jiali & Hu, Zheng, 2024. "Threshold effects of Government digital development and land resource disparity on Urban carbon efficiency in China," Resources Policy, Elsevier, vol. 94(C).
  2. Wang, Lisha & Pan, Minjie & Qian, Xinlei & Lv, Kangjuan, 2025. "Do specialized courts matter? Environmental judiciary and corporate emissions in China," Energy Policy, Elsevier, vol. 199(C).
  3. Guantai Wu & Chaowei Feng & Shixian Ling, 2025. "The Synergistic Effect of the Dual Carbon Reduction Pilot on Corporate Carbon Performance: Empirical Evidence from Listed Manufacturing Companies," Sustainability, MDPI, vol. 17(10), pages 1-26, May.
  4. Qu, Xinwei & Tian, Mingfu & Zhang, Linbo & Huang, Hongyun & Sun, Di & Song, Malin, 2025. "Energy structural change towards net-zero economy: What can we learn from carbon finance initiatives in China?," Energy Economics, Elsevier, vol. 144(C).
  5. Li, Guoxiang & Wu, Haoyue & Jiang, Jieshu & Zong, Qingqing, 2023. "Digital finance and the low-carbon energy transition (LCET) from the perspective of capital-biased technical progress," Energy Economics, Elsevier, vol. 120(C).
  6. Zeyang Chai & Xinjie Zhu & Yuanyuan Sun & Xingyun Chen, 2025. "Evaluating Pollution Reduction and Carbon Mitigation in China’s Zero-Waste Cities," Sustainability, MDPI, vol. 17(7), pages 1-22, April.
  7. Xinchun Zhang & Dong Liang & Shuo Zhang, 2025. "The Impact of Digital–Financial Dual Pilot Policy on Carbon Emission Efficiency: Evidence from Chinese Cities," Land, MDPI, vol. 14(4), pages 1-31, March.
  8. Yan, Xiaolei & He, Taiyi, 2024. "Wish fulfilment or wishful thinking? – Assessing the outcomes of China's pilot carbon emissions trading scheme on green economy efficiency in China's cities," Energy Policy, Elsevier, vol. 192(C).
  9. Ding, Tao & Li, Jiangyuan & Shi, Xing & Li, Xuhui & Chen, Ya, 2023. "Is artificial intelligence associated with carbon emissions reduction? Case of China," Resources Policy, Elsevier, vol. 85(PB).
  10. Ning Ren & Xiufan Zhang & Decheng Fan, 2022. "Influencing Factors and Realization Path of Power Decarbonization—Based on Panel Data Analysis of 30 Provinces in China from 2011 to 2019," IJERPH, MDPI, vol. 19(23), pages 1-24, November.
  11. Yuxi Chen & Mengting Zhang & Chencheng Wang & Xin Lin & Zhijie Zhang, 2023. "High-Tech Industrial Agglomeration, Government Intervention and Regional Energy Efficiency: Based on the Perspective of the Spatial Spillover Effect and Panel Threshold Effect," Sustainability, MDPI, vol. 15(7), pages 1-29, April.
  12. Huang, Xuhui & Zhou, Tao & Zhang, Ning, 2025. "How does the carbon market influence the marginal abatement cost? Evidence from China's coal-fired power plants," Applied Energy, Elsevier, vol. 378(PA).
  13. Niu, Xiaoyan & Zhang, Yuwen & Li, Baoqi & Chen, Zhenling & Ni, Guohua & Lyu, Ning, 2024. "How does carbon emission trading scheme affect enterprise market value? A roadmap towards natural resources sustainability," Resources Policy, Elsevier, vol. 88(C).
  14. Shaoyan Yang & Duodong Ding & Churen Sun, 2022. "Does Innovative City Policy Improve Green Total Factor Energy Efficiency? Evidence from China," Sustainability, MDPI, vol. 14(19), pages 1-30, October.
  15. Xiaoqi Li & Dingfei Guo & Chao Feng, 2022. "The Carbon Emissions Trading Policy of China: Does It Really Promote the Enterprises’ Green Technology Innovations?," IJERPH, MDPI, vol. 19(21), pages 1-15, November.
  16. 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.
  17. Xiangnan Zhai & Xue Yang & Darko B. Vukovic & Daria A. Dinets & Qiang Liu, 2025. "Carbon Emissions Trading Policy and Regional Energy Efficiency: A Quasi-Natural Experiment from China," Energies, MDPI, vol. 18(5), pages 1-20, February.
  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. Xihui Chen & Juan Ou & Xuemei Tang & Qinghe Yang, 2023. "The Impact of Officials’ Off-Office Accountability Audit of Natural Resource Assets on Firms’ Green Innovation Strategies: A Quasi-Natural Experiment in China," Sustainability, MDPI, vol. 15(3), pages 1-36, February.
  20. Zhu, Lei & Liu, Junqi & Liu, Xin & Liu, Pengfei, 2025. "The impact of multiple emission reduction policies: Evidence from the coexistence of carbon emission trading system and white certificate," Economic Modelling, Elsevier, vol. 146(C).
  21. Zhao, Congyu & Dong, Kangyin & Wang, Kun & Dong, Xiucheng, 2022. "How does energy trilemma eradication reduce carbon emissions? The role of dual environmental regulation for China," Energy Economics, Elsevier, vol. 116(C).
  22. Wu, Mou & Yan, Rujing & Zhang, Jing & Fan, Junqiu & Wang, Jiangjiang & Bai, Zhang & He, Yu & Cao, Guoqiang & Hu, Keling, 2024. "An enhanced stochastic optimization for more flexibility on integrated energy system with flexible loads and a high penetration level of renewables," Renewable Energy, Elsevier, vol. 227(C).
  23. Wu, Huihuang & Zhou, Yuhan & Wang, Xian & Hu, Xiurong & Zhang, Shihui & Ren, Yang & Liu, Junfeng & Liu, Ying & Tao, Shu, 2024. "The climate, health, and economic outcomes across different carbon pricing policies to achieve China's climate goals," Applied Energy, Elsevier, vol. 368(C).
  24. Mengyao Liu & Yan Hou & Hongli Jiang, 2023. "The Energy-Saving Effect of E-Commerce Development—A Quasi-Natural Experiment in China," Energies, MDPI, vol. 16(12), pages 1-22, June.
  25. Zhao, Shikuan & Abbassi, Wajih & Hunjra, Ahmed Imran & Zhang, Han, 2024. "How do government R&D subsidies affect corporate green innovation choices? Perspectives from strategic and substantive innovation," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 1378-1396.
  26. Jia, Zhijie & Wen, Shiyan, 2024. "Interaction effects of market-based and incentive-driven low-carbon policies on carbon emissions," Energy Economics, Elsevier, vol. 137(C).
  27. Da Gao & Chang Liu & Xinyan Wei & Yang Liu, 2023. "Can River Chief System Policy Improve Enterprises’ Energy Efficiency? Evidence from China," IJERPH, MDPI, vol. 20(4), pages 1-17, February.
  28. Li, Xiaosheng & Wang, Ruirui & Shen, Zhiyang & Song, Malin, 2024. "Government environmental signals, government–Enterprise collusion and corporate pollution transfer," Energy Economics, Elsevier, vol. 139(C).
  29. Li, Rui & Fang, Debin & Xu, Jiajun, 2024. "Does China's carbon inclusion policy promote household carbon emissions reduction? Theoretical mechanisms and empirical evidence," Energy Economics, Elsevier, vol. 132(C).
  30. Cui, Huanyu & Cao, Yuequn, 2023. "How can market-oriented environmental regulation improve urban energy efficiency? Evidence from quasi-experiment in China's SO2 trading emissions system," Energy, Elsevier, vol. 278(C).
  31. Du, Yida & Li, Xiangguang & Liang, Yan & Tan, Zhongfu, 2024. "Two-stage multi-objective distributionally robust optimization of the electricity-hydrogen coupling system under multiple markets," Energy, Elsevier, vol. 303(C).
  32. Zhuohui Yu & Shiping Mao & Qingning Lin, 2022. "Has China’s Carbon Emissions Trading Pilot Policy Improved Agricultural Green Total Factor Productivity?," Agriculture, MDPI, vol. 12(9), pages 1-21, September.
  33. Wanlin Yu & Jinlong Luo, 2022. "Impact on Carbon Intensity of Carbon Emission Trading—Evidence from a Pilot Program in 281 Cities in China," IJERPH, MDPI, vol. 19(19), pages 1-19, September.
  34. Xu, Jingru & Yang, Baochen & Yuan, Chunlai, 2024. "Enhancing natural resource efficiency through digital government: Evidence from the utilization of energy, water, and land resources," Resources Policy, Elsevier, vol. 94(C).
  35. Cui, Huanyu & Cao, Yuequn, 2024. "Energy rights trading policy, spatial spillovers, and energy utilization performance: Evidence from Chinese cities," Energy Policy, Elsevier, vol. 192(C).
  36. Bai, Dongbei & Hu, Jin & Irfan, Muhammad & Hu, Mingjun, 2023. "Unleashing the impact of ecological civilization pilot policies on green technology innovation: Evidence from a novel SC-DID model," Energy Economics, Elsevier, vol. 125(C).
  37. Na Yu & Jianghua Chen & Lei Cheng, 2022. "Evolutionary Game Analysis of Carbon Emission Reduction between Government and Enterprises under Carbon Quota Trading Policy," IJERPH, MDPI, vol. 19(14), pages 1-22, July.
  38. Liu, Guanchun & Zhang, Gaorong & Song, Malin & Fu, Shun, 2025. "Carbon emissions trading and corporate energy efficiency: Evidence from a quasi-natural experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
  39. Lilit Popoyan & Alessandro Sapio, 2023. "Prevention first vs. cap-and-trade policies in an agent-based integrated assessment model with GHG emissions permits," LEM Papers Series 2023/29, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  40. Zhao, Dengfeng & Lin, Jingting & Bashir, Muhammad Adnan, 2024. "Analyze the effect of energy efficiency, natural resources, and the digital economy on ecological footprint in OCED countries: The mediating role of renewable energy," Resources Policy, Elsevier, vol. 95(C).
  41. Yang, Shubo & Jahanger, Atif & Hu, Juan & Awan, Ashar, 2024. "Impact of China's carbon emissions trading scheme on firm-level pollution abatement and employment: Evidence from a national panel dataset," Energy Economics, Elsevier, vol. 136(C).
  42. Zhang, Guidong & Wang, Jianlong & Liu, Yong, 2024. "“Carbon” suppresses “energy” - How does carbon emission right trading policy alleviate the energy trilemma?," Energy, Elsevier, vol. 307(C).
  43. Xu, Xiaofeng & Cui, Xiaodan & Chen, Xiangyu & Zhou, Yichen, 2022. "Impact of government subsidies on the innovation performance of the photovoltaic industry: Based on the moderating effect of carbon trading prices," Energy Policy, Elsevier, vol. 170(C).
  44. Xuehui Yang & Jiaping Zhang & Lehua Bi & Yiming Jiang, 2023. "Does China’s Carbon Trading Pilot Policy Reduce Carbon Emissions? Empirical Analysis from 285 Cities," IJERPH, MDPI, vol. 20(5), pages 1-24, March.
  45. Pan, Yuling & Dong, Feng, 2023. "The impacts of energy finance policies and renewable energy subsidy on energy vulnerability under carbon peaking scenarios," Energy, Elsevier, vol. 273(C).
  46. Ying Li & Changgeng Zhu, 2023. "The Impact of Carbon Emissions Trading on the High Quality Development of Manufacturing Industry - The Evidence from China," Climate Economics and Finance, Anser Press, vol. 1(1), pages 29-44, November.
  47. Li, Shuangmei & Zhu, Xuehong & Zhang, Tao, 2023. "Optimum combination of heterogeneous environmental policy instruments and market for green transformation: Empirical evidence from China's metal sector," Energy Economics, Elsevier, vol. 123(C).
  48. Wu, Shu & Hu, Fangfang & Zhang, Zhijian, 2024. "Visible hand or invisible hand in climate governance? Evidence from China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 204(C).
  49. Lilit Popoyan & Alessandro Sapio, 2025. "Prevention first vs. cap-and-trade policies in an agent-based integrated assessment model with GHG emissions permits," Journal of Evolutionary Economics, Springer, vol. 35(2), pages 309-354, April.
  50. Jingru Xu & Xiangjing Tong & Baochen Yang, 2024. "The spatial spillover effect of carbon emission trading scheme on green innovation in China’s cities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(2), pages 639-669, August.
  51. Feng, Yanchao & Pan, Yuxi & Lu, Shan & Shi, Jiaxin, 2024. "Identifying the multiple nexus between geopolitical risk, energy resilience, and carbon emissions: Evidence from global data," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  52. Chai, Shanglei & Zhou, Qianqian & Ji, Qiang & Liu, Zuankuo & Liu, Changyu & Chu, Wenjun, 2025. "Inhibition or inducement? The impact of carbon emissions trading scheme (ETS) on corporate earnings management from the perspective of public pressure," International Review of Financial Analysis, Elsevier, vol. 101(C).
  53. Sufeng Li & Chenxin Dong & Lei Yang & Xinpeng Gao & Wei Wei & Ming Zhao & Weiqi Xia, 2022. "Research on Evolutionary Game Strategy Selection and Simulation Research of Carbon Emission Reduction of Government and Enterprises under the “Dual Carbon” Goal," Sustainability, MDPI, vol. 14(19), pages 1-18, October.
  54. Chen, Pengyu & Wu, Yanan & Chu, Zhongzhu, 2025. "Towards energy-efficient cities: How does the sharing economy contribute?," Energy, Elsevier, vol. 322(C).
  55. Wang, Jinli, 2024. "Does environmental decentralization promote corporate ESG performance? Evidence from China," Innovation and Green Development, Elsevier, vol. 3(4).
  56. Chunbin Zhang & Rong Zhou & Jundong Hou & Mengtong Feng, 2022. "Spatial-Temporal Evolution and Convergence Characteristics of Agricultural Eco-Efficiency in China from a Low-Carbon Perspective," Sustainability, MDPI, vol. 14(24), pages 1-24, December.
  57. Guang Chen & Akira Hibiki, 2022. "Can the Carbon Emission Trading Scheme Influence Industrial Green Production in China?," Sustainability, MDPI, vol. 14(23), pages 1-22, November.
  58. Pengfei Zhou & Mengyu Han & Yang Shen, 2023. "Impact of Intelligent Manufacturing on Total-Factor Energy Efficiency: Mechanism and Improvement Path," Sustainability, MDPI, vol. 15(5), pages 1-22, February.
  59. Li, Ge & Wang, Xiaoyu, 2024. "Energy quota trading policy and energy efficiency: The role of government supervision and public participation," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
  60. Weng, Zhixiong & Liu, Tingting & Wu, Yufeng & Cheng, Cuiyun, 2022. "Air quality improvement effect and future contributions of carbon trading pilot programs in China," Energy Policy, Elsevier, vol. 170(C).
  61. Jiao, Lei & Xie, Baiwei & Lu, Sijin, 2023. "Understanding the economy of natural resources: Fundamental role of natural resources in sustainable development," Resources Policy, Elsevier, vol. 86(PB).
  62. Jing Ye & Lixin Tian, 2025. "The Regulatory Effect of Government Fiscal Intervention on Carbon Reduction—A System Analysis Based on Economy–Energy–Environment," Sustainability, MDPI, vol. 17(7), pages 1-36, March.
  63. Tan, Ruipeng & Li, Jun & Wang, Feng & Yang, Jing, 2025. "Electricity transmission and its effects on resource misallocation and environmental consequences in China: An economic analysis," Energy Policy, Elsevier, vol. 198(C).
  64. Yuexing Li & Jun Liu & Xuefei Wang & Jeffrey Yi-Lin Forrest, 2023. "Can Low-Carbon Pilot City Policies Improve Energy Efficiency? Evidence from China," Sustainability, MDPI, vol. 15(3), pages 1-15, January.
  65. Li, Zheng-Zheng & Li, Yameng & Huang, Chia-Yun & Peculea, Adelina Dumitrescu, 2023. "Volatility spillover across Chinese carbon markets: Evidence from quantile connectedness method," Energy Economics, Elsevier, vol. 119(C).
  66. Song, Malin & Zheng, Huanyu & Shen, Zhiyang, 2023. "Whether the carbon emissions trading system improves energy efficiency – Empirical testing based on China's provincial panel data," Energy, Elsevier, vol. 275(C).
  67. Xinyu Zhuang & Xin Li & Yisong Xu, 2022. "How Can Resource-Exhausted Cities Get Out of “The Valley of Death”? An Evaluation Index System and Obstacle Degree Analysis of Green Sustainable Development," IJERPH, MDPI, vol. 19(24), pages 1-29, December.
  68. Wang, Ruonan & Xiao, Yi & Huang, Huan & Chang, Ming, 2024. "Exploring the complex relationship between industrial upgrading and energy eco-efficiency in river basin cities: A case study of the Yellow River Basin in China," Energy, Elsevier, vol. 312(C).
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