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The Impact of Carbon Trading Policy on the Green Innovation Efficiency of Enterprises: Evidence from China

Author

Listed:
  • Shuwen Zhang

    (Business School, Hohai University, Nanjing 211100, China)

  • Chenhui Ding

    (Economics and Management School, Dongguan University of Technology, Dongguan 523000, China
    Jiangsu Province Science and Technology System Reform Think Tank, Nanjing 210000, China)

  • Chao Liu

    (Jiangsu Province Science and Technology System Reform Think Tank, Nanjing 210000, China
    School of Public Administration, Hohai University, Nanjing 211100, China)

Abstract

Improving green innovation efficiency (GIE) is crucial for reducing enterprise carbon emissions and fostering enterprise sustainability. Meanwhile. most of the research has not considered the micro-level influence of carbon trading on GIE. Therefore, the research objective of this paper is to assess the impact of carbon trading policy (CTP) on the GIE of enterprises and its specific mechanism. This paper uses data from China’s listed enterprises from 2010 to 2019 and treats the 2013 CTP in seven regions as a quasi-natural experiment. The Super-SBM model is applied to calculate the GIE. The difference-in-difference-in-differences (DDD) method assesses policy impact by comparing pre- and post-policy efficiencies. The results reveal that CTP improves the GIE of enterprises in high-carbon emission sectors in pilot areas. It primarily boosts GIE by increasing the environmental attention and resource allocation efficiency of enterprises. CTP significantly promotes the GIE of non-state-owned enterprises (non-SOEs), large-scale enterprises, and enterprises in regions with strict environmental regulations. Finally, policy recommendations are made for more environmentally friendly and sustainable enterprise development.

Suggested Citation

  • Shuwen Zhang & Chenhui Ding & Chao Liu, 2024. "The Impact of Carbon Trading Policy on the Green Innovation Efficiency of Enterprises: Evidence from China," Sustainability, MDPI, vol. 16(24), pages 1-17, December.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:24:p:11192-:d:1548390
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    as
    1. Streimikiene, Dalia & Roos, Inge, 2009. "GHG emission trading implications on energy sector in Baltic States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(4), pages 854-862, May.
    2. Chia-Lin Chang & Jukka Ilomäki & Hannu Laurila, 2024. "Has the EU Emissions Trading System Worked Properly?," Energies, MDPI, vol. 17(15), pages 1-15, July.
    3. Ahlvik, Lassi & van den Bijgaart, Inge, 2024. "Screening green innovation through carbon pricing," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    4. Copeland, Brian R. & Taylor, M. Scott, 2005. "Free trade and global warming: a trade theory view of the Kyoto protocol," Journal of Environmental Economics and Management, Elsevier, vol. 49(2), pages 205-234, March.
    5. Adnan Khurshid & Abdur Rauf & Sadia Qayyum & Adrian Cantemir Calin & WenQi Duan, 2023. "Green innovation and carbon emissions: the role of carbon pricing and environmental policies in attaining sustainable development targets of carbon mitigation—evidence from Central-Eastern Europe," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(8), pages 8777-8798, August.
    6. Sun, Huaping & Edziah, Bless Kofi & Sun, Chuanwang & Kporsu, Anthony Kwaku, 2019. "Institutional quality, green innovation and energy efficiency," Energy Policy, Elsevier, vol. 135(C).
    7. Ziying Chen & Jin-Tae Kim, 2024. "Study on the Influence of International Economic Law of Carbon Emission Trading on Environmental Sustainable Development," Energies, MDPI, vol. 17(6), pages 1-14, March.
    8. Chen, Ming & Li, Zhongfei & Liu, Zhuang, 2024. "Substantive response or strategic response? The induced green innovation effects of carbon prices," International Review of Financial Analysis, Elsevier, vol. 93(C).
    9. Lu, Yi & Tao, Zhigang & Zhu, Lianming, 2017. "Identifying FDI spillovers," Journal of International Economics, Elsevier, vol. 107(C), pages 75-90.
    10. Yang, Lisha & Li, Yutianhao & Liu, Hongxun, 2021. "Did carbon trade improve green production performance? Evidence from China," Energy Economics, Elsevier, vol. 96(C).
    11. Fell, Harrison & Maniloff, Peter, 2018. "Leakage in regional environmental policy: The case of the regional greenhouse gas initiative," Journal of Environmental Economics and Management, Elsevier, vol. 87(C), pages 1-23.
    12. Peter Berck & Sofia B. Villas-Boas, 2016. "A note on the triple difference in economic models," Applied Economics Letters, Taylor & Francis Journals, vol. 23(4), pages 239-242, March.
    13. Gareth Bryant, 2018. "Nature as Accumulation Strategy? Finance, Nature, and Value in Carbon Markets," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 108(3), pages 605-619, May.
    14. Hille, Erik & Shahbaz, Muhammad, 2019. "Sources of emission reductions: Market and policy-stringency effects," Energy Economics, Elsevier, vol. 78(C), pages 29-43.
    15. Tan, Xiujie & Wang, Rui & Choi, Yongrok & Lee, Hyoungsuk, 2024. "Does Korea's carbon emissions trading scheme enhance efficiency for sustainable energy and utilities?," Utilities Policy, Elsevier, vol. 88(C).
    16. Nong, Duy & Nguyen, Trung H. & Wang, Can & Van Khuc, Quy, 2020. "The environmental and economic impact of the emissions trading scheme (ETS) in Vietnam," Energy Policy, Elsevier, vol. 140(C).
    17. Jun-liang Du & Yong Liu & Wei-xue Diao, 2019. "Assessing Regional Differences in Green Innovation Efficiency of Industrial Enterprises in China," IJERPH, MDPI, vol. 16(6), pages 1-23, March.
    18. Jianming Zhang & Gongqian Liang & Taiwen Feng & Chunlin Yuan & Wenbo Jiang, 2020. "Green innovation to respond to environmental regulation: How external knowledge adoption and green absorptive capacity matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 29(1), pages 39-53, January.
    19. Sheng Xu & Wenran Pan & Demei Wen, 2023. "Do Carbon Emission Trading Schemes Promote the Green Transition of Enterprises? Evidence from China," Sustainability, MDPI, vol. 15(8), pages 1-28, April.
    20. Zhang, Wei & Li, Guoxiang & Guo, Fanyong, 2022. "Does carbon emissions trading promote green technology innovation in China?," Applied Energy, Elsevier, vol. 315(C).
    21. Wen, Wen & Zhou, P. & Zhang, Fuqiang, 2018. "Carbon emissions abatement: Emissions trading vs consumer awareness," Energy Economics, Elsevier, vol. 76(C), pages 34-47.
    22. Lambert Schneider & Stephanie La Hoz Theuer, 2019. "Environmental integrity of international carbon market mechanisms under the Paris Agreement," Climate Policy, Taylor & Francis Journals, vol. 19(3), pages 386-400, March.
    23. Sadayuki, Taisuke & Arimura, Toshi H., 2021. "Do regional emission trading schemes lead to carbon leakage within firms? Evidence from Japan," Energy Economics, Elsevier, vol. 104(C).
    24. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    25. 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.
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