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Analysis of the Impact Mechanism of Carbon Emission Trading Policy on Carbon Emissions and Measurement of Operational Efficiency in Pilot Markets

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  • Yunyan Li
  • Xiaolong Zhao

Abstract

Based on data from 30 provinces in China from 2010 to 2021, this study employs the super-efficiency SBM model to assess the operational efficiency of pilot carbon trading markets and the carbon reduction efficiency across provinces. A multiple time points DID approach evaluates the effectiveness of the carbon trading pilot policy on carbon reduction efficiency and emissions. Additionally, a mediation model is utilized to explore the mechanisms through which carbon trading policies influence carbon reduction efficiency and emissions. The results indicate that: (1) there are disparities in the operational efficiency of pilot carbon trading markets, with Beijing, Guangdong, and Shenzhen demonstrating high efficiency, followed by Shanghai and Tianjin, while Hubei and Chongqing exhibit the lowest; (2) compared to the control group, the carbon trading pilot policy significantly improves carbon reduction efficiency in the experimental group by 11.3% and reduces carbon emissions by 3%; (3) the carbon trading policy enhances carbon reduction efficiency and achieves emissions reductions through upgrading industrial structures, increasing foreign direct investment, and improving levels of openness; (4) regional heterogeneity exists in the carbon trading policy's effects, showing an imbalance with western regions > central regions > eastern regions. The study reveals that carbon trading policies significantly contribute to achieving emissions reductions, but further improvements in carbon trading markets and enhancements in green innovation are necessary to advance carbon neutrality goals. Â JEL classification numbers: P28.

Suggested Citation

  • Yunyan Li & Xiaolong Zhao, 2025. "Analysis of the Impact Mechanism of Carbon Emission Trading Policy on Carbon Emissions and Measurement of Operational Efficiency in Pilot Markets," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 15(6), pages 1-2.
    • Handle: RePEc:spt:admaec:v:15:y:2025:i:6:f:15_6_2
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    References listed on IDEAS

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    1. Zhang, Wei & Li, Jing & Li, Guoxiang & Guo, Shucen, 2020. "Emission reduction effect and carbon market efficiency of carbon emissions trading policy in China," Energy, Elsevier, vol. 196(C).
    2. Wang, Jian & Lv, Kangjuan & Bian, Yiwen & Cheng, Yu, 2017. "Energy efficiency and marginal carbon dioxide emission abatement cost in urban China," Energy Policy, Elsevier, vol. 105(C), pages 246-255.
    3. 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.
    4. Zhang, Yue-Jun & Liang, Ting & Jin, Yan-Lin & Shen, Bo, 2020. "The impact of carbon trading on economic output and carbon emissions reduction in China’s industrial sectors," Applied Energy, Elsevier, vol. 260(C).
    5. Lv, Miaochen & Bai, Manying, 2021. "Evaluation of China's carbon emission trading policy from corporate innovation," Finance Research Letters, Elsevier, vol. 39(C).
    6. Gao, Yuning & Li, Meng & Xue, Jinjun & Liu, Yu, 2020. "Evaluation of effectiveness of China's carbon emissions trading scheme in carbon mitigation," Energy Economics, Elsevier, vol. 90(C).
    7. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    8. Zhen Li & Yanbin Li & Shuangshuang Shao, 2019. "Analysis of Influencing Factors and Trend Forecast of Carbon Emission from Energy Consumption in China Based on Expanded STIRPAT Model," Energies, MDPI, vol. 12(16), pages 1-14, August.
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    JEL classification:

    • P28 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Natural Resources; Environment

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