IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v150y2025ics0140988325006565.html

The effectiveness of China's national emissions trading scheme in mitigating firm emissions

Author

Listed:
  • Qin, Ziyu
  • Ruan, Jianhui
  • Yu, Hui
  • Li, Jieyi
  • Lyu, Chen
  • Cai, Bofeng
  • Wang, Shouyang
  • Tang, Ling

Abstract

China's national emissions trading scheme (ETS), announced in 2017, has become the largest carbon market worldwide, operating alongside pre-existing regional pilots. However, detailed assessments regarding the newly constructed national ETS, particularly in comparison with the regional pilots, remain limited. Using unit-level monitoring data from China's power sector and combining intermediary and moderate models, this study investigates the carbon mitigation impact of China's national ETS relative to pilot ETSs. We find that while both the national and pilot ETSs significantly reduce carbon intensities, the effect was more pronounced in pilots. A mechanism behind this reduction is the improvement in fuel quality, as evidenced by a decrease in carbon content. Regional economic growth and a higher share of industrial activity appear to offset the policy's overall effectiveness. Heterogeneity analysis shows that the mitigation effects were greater in smaller and older units compared to their larger or newer counterparts. Our unit-level empirical evaluation of China's national ETS not only advances theoretical understanding of emissions trading mechanisms but also provides actionable insights for refining or establishing carbon market policies in emerging economies.

Suggested Citation

  • Qin, Ziyu & Ruan, Jianhui & Yu, Hui & Li, Jieyi & Lyu, Chen & Cai, Bofeng & Wang, Shouyang & Tang, Ling, 2025. "The effectiveness of China's national emissions trading scheme in mitigating firm emissions," Energy Economics, Elsevier, vol. 150(C).
  • Handle: RePEc:eee:eneeco:v:150:y:2025:i:c:s0140988325006565
    DOI: 10.1016/j.eneco.2025.108829
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988325006565
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2025.108829?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Wu, Qingyang & Wang, Yanying, 2022. "How does carbon emission price stimulate enterprises' total factor productivity? Insights from China's emission trading scheme pilots," Energy Economics, Elsevier, vol. 109(C).
    2. 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).
    3. Flori, Andrea & Scotti, Francesco, 2025. "When the intensity of trading meets compliance requirements: An assessment for firms operating within the EU ETS," Energy Economics, Elsevier, vol. 147(C).
    4. Vogt-Schilb, Adrien & Hallegatte, Stéphane, 2014. "Marginal abatement cost curves and the optimal timing of mitigation measures," Energy Policy, Elsevier, vol. 66(C), pages 645-653.
    5. Zhao, Yibing & Wang, Can & Sun, Yuwei & Liu, Xianbing, 2018. "Factors influencing companies' willingness to pay for carbon emissions: Emission trading schemes in China," Energy Economics, Elsevier, vol. 75(C), pages 357-367.
    6. Jianfeng Guo & Fu Gu & Yinpeng Liu & Xi Liang & Jianlei Mo & Ying Fan, 2020. "Assessing the impact of ETS trading profit on emission abatements based on firm-level transactions," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
    7. Liu, Liwei & Chen, Chuxiang & Zhao, Yufei & Zhao, Erdong, 2015. "China׳s carbon-emissions trading: Overview, challenges and future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 254-266.
    8. Cui, Jingbo & Wang, Chunhua & Zhang, Junjie & Zheng, Yang, 2021. "The effectiveness of China’s regional carbon market pilots in reducing firm emissions," LSE Research Online Documents on Economics 113492, London School of Economics and Political Science, LSE Library.
    9. Zhou, Chaobo & Qi, Shaozhou, 2022. "Has the pilot carbon trading policy improved China's green total factor energy efficiency?," Energy Economics, Elsevier, vol. 114(C).
    10. Li, Yaowang & Yang, Xuxin & Du, Ershun & Liu, Yuliang & Zhang, Shixu & Yang, Chen & Zhang, Ning & Liu, Chang, 2024. "A review on carbon emission accounting approaches for the electricity power industry," Applied Energy, Elsevier, vol. 359(C).
    11. Zhang, Xuefeng & Li, Zhe & Li, Guo, 2024. "Grandfather-based or benchmark-based: Strategy choice for carbon quota allocation methods in the carbon neutrality era," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    12. Zhang, Yue-Jun & Wei, Yi-Ming, 2010. "An overview of current research on EU ETS: Evidence from its operating mechanism and economic effect," Applied Energy, Elsevier, vol. 87(6), pages 1804-1814, June.
    13. Junming Zhu & Yichun Fan & Xinghua Deng & Lan Xue, 2019. "Low-carbon innovation induced by emissions trading in China," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
    14. Feng, Shenghao & Howes, Stephen & Liu, Yu & Zhang, Keyu & Yang, Jun, 2018. "Towards a national ETS in China: Cap-setting and model mechanisms," Energy Economics, Elsevier, vol. 73(C), pages 43-52.
    15. Zhang, ZhongXiang, "undated". "China’s Carbon Market: Development, Evaluation, Coordination of Local and National Carbon Markets and Common Prosperity," FEEM Working Papers 328581, Fondazione Eni Enrico Mattei (FEEM).
    16. Teixidó, Jordi & Verde, Stefano F. & Nicolli, Francesco, 2019. "The impact of the EU Emissions Trading System on low-carbon technological change: The empirical evidence," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    17. 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).
    18. Cheng, Zhonghua & Li, Lianshui & Liu, Jun, 2018. "Industrial structure, technical progress and carbon intensity in China's provinces," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2935-2946.
    19. Du, Limin & Wei, Chu & Cai, Shenghua, 2012. "Economic development and carbon dioxide emissions in China: Provincial panel data analysis," China Economic Review, Elsevier, vol. 23(2), pages 371-384.
    20. Teng Ma & Yimeng Du & Tao Xu & Jun Pang, 2023. "How the thermal power sector affects carbon trading: an empirical study on China’s carbon markets," Applied Economics, Taylor & Francis Journals, vol. 55(57), pages 6739-6758, December.
    21. Zhou, Kaiguo & Guan, Zihuan & Lian, Yujun, 2024. "Carbon mitigation effect of emission trading product: Perspective from intra-industry carbon leakage," Energy Economics, Elsevier, vol. 140(C).
    22. Zheng, Jiali & Mi, Zhifu & Coffman, D'Maris & Milcheva, Stanimira & Shan, Yuli & Guan, Dabo & Wang, Shouyang, 2019. "Regional development and carbon emissions in China," Energy Economics, Elsevier, vol. 81(C), pages 25-36.
    23. Balietti, Anca Claudia, 2016. "Trader types and volatility of emission allowance prices. Evidence from EU ETS Phase I," Energy Policy, Elsevier, vol. 98(C), pages 607-620.
    24. Shobande, Olatunji A. & Ogbeifun, Lawrence & Tiwari, Aviral Kumar, 2024. "Extricating the impacts of emissions trading system and energy transition on carbon intensity," Applied Energy, Elsevier, vol. 357(C).
    25. Bolat, C. Kaan & Soytas, Ugur & Akinoglu, Bulent & Nazlioglu, Saban, 2023. "Is there a macroeconomic carbon rebound effect in EU ETS?," Energy Economics, Elsevier, vol. 125(C).
    26. Quadrelli, Roberta & Peterson, Sierra, 2007. "The energy-climate challenge: Recent trends in CO2 emissions from fuel combustion," Energy Policy, Elsevier, vol. 35(11), pages 5938-5952, November.
    27. 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).
    28. R. Scott Hacker & Abdulnasser Hatemi-J, 2006. "Tests for causality between integrated variables using asymptotic and bootstrap distributions: theory and application," Applied Economics, Taylor & Francis Journals, vol. 38(13), pages 1489-1500.
    29. Mo, Jian-Lei & Agnolucci, Paolo & Jiang, Mao-Rong & Fan, Ying, 2016. "The impact of Chinese carbon emission trading scheme (ETS) on low carbon energy (LCE) investment," Energy Policy, Elsevier, vol. 89(C), pages 271-283.
    30. Shrivastava, Naveen & Sharma, Seema & Chauhan, Kavita, 2012. "Efficiency assessment and benchmarking of thermal power plants in India," Energy Policy, Elsevier, vol. 40(C), pages 159-176.
    31. Aljoša Slameršak & Giorgos Kallis & Daniel W. O’Neill, 2022. "Energy requirements and carbon emissions for a low-carbon energy transition," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    32. Yingying Zeng & Stefan E. Weishaar & Hans H. B. Vedder, 2018. "Electricity regulation in the Chinese national emissions trading scheme (ETS): lessons for carbon leakage and linkage with the EU ETS," Climate Policy, Taylor & Francis Journals, vol. 18(10), pages 1246-1259, November.
    33. Liu, Tao & Guan, Xinyue & Wei, Yigang & Xue, Shan & Xu, Liang, 2023. "Impact of economic policy uncertainty on the volatility of China's emission trading scheme pilots," Energy Economics, Elsevier, vol. 121(C).
    34. Michael Goldstein & Elvis Jarnecic & Mark Snape, 2014. "The Provision of Liquidity by High-Frequency Participants," The Financial Review, Eastern Finance Association, vol. 49(2), pages 371-394, May.
    35. Brecha, Robert J., 2008. "Emission scenarios in the face of fossil-fuel peaking," Energy Policy, Elsevier, vol. 36(9), pages 3492-3504, September.
    36. Oh, Tick Hui & Chua, Shing Chyi, 2010. "Energy efficiency and carbon trading potential in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(7), pages 2095-2103, September.
    37. Easwaran Narassimhan & Kelly S. Gallagher & Stefan Koester & Julio Rivera Alejo, 2018. "Carbon pricing in practice: a review of existing emissions trading systems," Climate Policy, Taylor & Francis Journals, vol. 18(8), pages 967-991, September.
    38. Ma, Chunbo & Zhao, Xiaoli, 2015. "China's electricity market restructuring and technology mandates: Plant-level evidence for changing operational efficiency," Energy Economics, Elsevier, vol. 47(C), pages 227-237.
    39. Haraguchi, Nobuya & Cheng, Charles Fang Chin & Smeets, Eveline, 2017. "The Importance of Manufacturing in Economic Development: Has This Changed?," World Development, Elsevier, vol. 93(C), pages 293-315.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Shi, Wei & Zhang, Yue-Jun & Liu, Jing-Yue, 2024. "Investigating the role of emissions trading system in reducing enterprise energy intensity: Evidence from China," Energy Economics, Elsevier, vol. 140(C).
    2. Qiang Tu & Limei Zuo & Jianlei Mo & Yingnan Wang, 2026. "Carbon pricing, green innovation, and production efficiency—new evidence from China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 31(3), pages 1-32, March.
    3. Wu, Qingyang & Wang, Yanying, 2022. "How does carbon emission price stimulate enterprises' total factor productivity? Insights from China's emission trading scheme pilots," Energy Economics, Elsevier, vol. 109(C).
    4. Hao, Xinyu & Sun, Wen & Zhang, Xiaoling, 2023. "How does a scarcer allowance remake the carbon market? An evolutionary game analysis from the perspective of stakeholders," Energy, Elsevier, vol. 280(C).
    5. Liu, Jing-Yue & Zhang, Yue-Jun, 2021. "Has carbon emissions trading system promoted non-fossil energy development in China?," Applied Energy, Elsevier, vol. 302(C).
    6. Zhibin Tao & Jiaxiao Chao, 2025. "Will the carbon emissions trading system promote enterprises' willingness to pay for carbon emission reduction?," Natural Resources Forum, Blackwell Publishing, vol. 49(3), pages 3077-3111, August.
    7. Lili Liu & Tiantian Feng & Cheng Zhong & Mingli Cui & Haoran Wang, 2025. "Synergy pathway innovation of carbon emission trading, tradable green certificate and green power trading policies: achieving China’s dual carbon goals," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-28, December.
    8. Cheng, Zhen & Ding, Chante Jian & Zhao, Kunqian, 2025. "Energy use rights trading and carbon emissions," Energy, Elsevier, vol. 315(C).
    9. Chu, Baoju & Dong, Yizhe & Liu, Yaorong & Ma, Diandian & Wang, Tianju, 2024. "Does China's emission trading scheme affect corporate financial performance: Evidence from a quasi-natural experiment," Economic Modelling, Elsevier, vol. 132(C).
    10. Xue Lei & Jian Xu & Ziyan Zhang, 2025. "Can the Energy Rights Trading System Become the New Engine for Corporate Carbon Reduction? Evidence from China’s Heavy-Polluting Industries," Sustainability, MDPI, vol. 17(18), pages 1-19, September.
    11. Kai Tang & Hailin Chen, 2025. "Does China’s carbon market reduce emissions through inducing green behaviours?," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 42(3), pages 649-675, October.
    12. Jiang, Wei & Hu, Yanhui & Zhao, Xiangyu, 2025. "The impact of artificial intelligence on carbon market in China: Evidence from quantile-on-quantile regression approach," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
    13. Xian, Botong & Wang, Yanan & Xu, Yalin & Wang, Juan & Li, Xiaoyan, 2024. "Assessment of the co-benefits of China's carbon trading policy on carbon emissions reduction and air pollution control in multiple sectors," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1322-1335.
    14. Mo, Jianlei & Tu, Qiang & Wang, Jianing, 2023. "Carbon pricing and enterprise productivity-The role of price stabilization mechanism," Energy Economics, Elsevier, vol. 120(C).
    15. He, Xiaoping & Dai, Wenbo, 2025. "The masking effect of green innovation: A study based on carbon market shocks," Energy Economics, Elsevier, vol. 141(C).
    16. 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).
    17. Qingyang Wu & Siyu Ren & Yao Hou & Zaoli Yang & Congyu Zhao & Xusheng Yao, 2024. "Easing financial constraints through carbon trading," Empirical Economics, Springer, vol. 67(2), pages 655-691, August.
    18. Friedrich, Marina & Mauer, Eva-Maria & Pahle, Michael & Tietjen, Oliver, 2020. "From fundamentals to financial assets: the evolution of understanding price formation in the EU ETS," EconStor Preprints 196150, ZBW - Leibniz Information Centre for Economics, revised 2020.
    19. 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).
    20. Zhao, Tianzhen & Ke, Haiqian & Zhang, Ning, 2025. "Comparing the innovation impacts on firms: Pilot vs. National Carbon Emission Trading Schemes in China," Applied Energy, Elsevier, vol. 377(PB).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eneeco:v:150:y:2025:i:c:s0140988325006565. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.