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Study on the Emission Reduction Effect and Spatial Difference of Carbon Emission Trading Policy in China

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  • Guiliang Tian

    (School of Business, Hohai University, Nanjing 211100, China
    Jiangsu Research Base of Yangtze Institute for Conservation and High-Quality Development, Nanjing 211100, China
    Yangtze Institute for Conservation and Development, Nanjing 210098, China)

  • Suwan Yu

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

  • Zheng Wu

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

  • Qing Xia

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

Abstract

To cope with huge carbon emission pressure, China has implemented a carbon emissions trading pilot policy that aims to provide reasonable suggestions for the smooth operation of the national carbon market. This paper selects the provincial panel data in China from 2005 to 2019 and uses the propensity score matching-difference in difference (PSM-DID) method to evaluate the carbon emission policy’s reduction effect. Based on carbon emissions (CE) and carbon emission intensity (CI), provinces and cities are divided into four regions, and each region is verified by spatial difference analysis. Furthermore, the mediating effects of carbon emission reduction through the dual aspects of technological progress and industry structure are also discussed. Results verified that, (1) under the carbon emission trading policy, regional carbon emissions and carbon emission intensity are both significantly reduced. (2) Technological progress helps to reduce carbon emissions, while industrial structure shows no obvious contribution. (3) The four regions all show ideal emission reduction effects, of which the High CE-High CI region shows the best, but is greatly restricted by techniques. The industrial structure of the High CE-Low CI region needs to be further optimized for carbon reduction. In the Low CE-High CI region, the carbon emissions brought by economic development fail to effectively improve per capita GDP. The Low CE-Low CI region contributes greatly to carbon emission reduction with technical advantages.

Suggested Citation

  • Guiliang Tian & Suwan Yu & Zheng Wu & Qing Xia, 2022. "Study on the Emission Reduction Effect and Spatial Difference of Carbon Emission Trading Policy in China," Energies, MDPI, vol. 15(5), pages 1-20, March.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:5:p:1921-:d:765327
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    1. Hua, Guowei & Cheng, T.C.E. & Wang, Shouyang, 2011. "Managing carbon footprints in inventory management," International Journal of Production Economics, Elsevier, vol. 132(2), pages 178-185, August.
    2. Wu, Libo & Kaneko, Shinji & Matsuoka, Shunji, 2005. "Driving forces behind the stagnancy of China's energy-related CO2 emissions from 1996 to 1999: the relative importance of structural change, intensity change and scale change," Energy Policy, Elsevier, vol. 33(3), pages 319-335, February.
    3. R. H. Coase, 2013. "The Problem of Social Cost," Journal of Law and Economics, University of Chicago Press, vol. 56(4), pages 837-877.
    4. Najm, Sarah & Matsumoto, Ken'ichi, 2020. "Does renewable energy substitute LNG international trade in the energy transition?," Energy Economics, Elsevier, vol. 92(C).
    5. Pashigian, B Peter, 1982. "A Theory of Prevention and Legal Defense with an Application to the Legal Costs of Companies," Journal of Law and Economics, University of Chicago Press, vol. 25(2), pages 247-270, October.
    6. Abolhosseini, Shahrouz & Heshmati, Almas, 2014. "The main support mechanisms to finance renewable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 876-885.
    7. Yue Dai & Nan Li & Rongrong Gu & Xiaodong Zhu, 2018. "Can China’s Carbon Emissions Trading Rights Mechanism Transform its Manufacturing Industry? Based on the Perspective of Enterprise Behavior," Sustainability, MDPI, vol. 10(7), pages 1-16, July.
    8. Ren, Shenggang & Yuan, Baolong & Ma, Xie & Chen, Xiaohong, 2014. "The impact of international trade on China׳s industrial carbon emissions since its entry into WTO," Energy Policy, Elsevier, vol. 69(C), pages 624-634.
    9. Hanif, Imran & Aziz, Babar & Chaudhry, Imran Sharif, 2019. "Carbon emissions across the spectrum of renewable and nonrenewable energy use in developing economies of Asia," Renewable Energy, Elsevier, vol. 143(C), pages 586-595.
    10. J. H. Dales, 1968. "Land, Water, and Ownership," Canadian Journal of Economics, Canadian Economics Association, vol. 1(4), pages 791-804, November.
    11. Wang, Run & Liu, Wenjuan & Xiao, Lishan & Liu, Jian & Kao, William, 2011. "Path towards achieving of China's 2020 carbon emission reduction target--A discussion of low-carbon energy policies at province level," Energy Policy, Elsevier, vol. 39(5), pages 2740-2747, May.
    12. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    13. Springer, Cecilia & Evans, Sam & Lin, Jiang & Roland-Holst, David, 2019. "Low carbon growth in China: The role of emissions trading in a transitioning economy," Applied Energy, Elsevier, vol. 235(C), pages 1118-1125.
    14. Fan, Ying & Liu, Lan-Cui & Wu, Gang & Tsai, Hsien-Tang & Wei, Yi-Ming, 2007. "Changes in carbon intensity in China: Empirical findings from 1980-2003," Ecological Economics, Elsevier, vol. 62(3-4), pages 683-691, May.
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