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The spatial spillover effect of China's carbon emissions trading policy on industrial carbon intensity: Evidence from a spatial difference-in-difference method

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  • Dai, Shufen
  • Qian, Yawen
  • He, Weijun
  • Wang, Chen
  • Shi, Tianyu

Abstract

The carbon emissions trading (CET) market has been viewed as an effective way to improve CO2 emissions performance against the background of achieving China's carbon neutrality before 2060. This study investigates the spatial spillover effects of the CET policy on industrial carbon intensity reduction by developing spatial difference-in-differences (SDID) models. Then, a mediating effect model is used to test whether technological progress is a mediating variable of the spillover effects of the CET policy. The results show that the CET policy has negative spatial spillover effects, implying that the local CET policy has significantly reduced the industrial carbon intensity in the surrounding area. Technological progress is confirmed to be a mediating variable by which the CET policy reduces carbon intensity in the surrounding area. Hence, we suggest establishing a unified CET system including all industries with high emissions in China, and upgrading the low carbon technologies as soon as possible.

Suggested Citation

  • Dai, Shufen & Qian, Yawen & He, Weijun & Wang, Chen & Shi, Tianyu, 2022. "The spatial spillover effect of China's carbon emissions trading policy on industrial carbon intensity: Evidence from a spatial difference-in-difference method," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 139-149.
    • Handle: RePEc:eee:streco:v:63:y:2022:i:c:p:139-149
    DOI: 10.1016/j.strueco.2022.09.010
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    as
    1. Chen, Zhe & Song, Pei & Wang, Baolu, 2021. "Carbon emissions trading scheme, energy efficiency and rebound effect – Evidence from China's provincial data," Energy Policy, Elsevier, vol. 157(C).
    2. Zhang, Yue-Jun & Da, Ya-Bin, 2015. "The decomposition of energy-related carbon emission and its decoupling with economic growth in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1255-1266.
    3. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    4. Chagas, André L.S. & Azzoni, Carlos R. & Almeida, Alexandre N., 2016. "A spatial difference-in-differences analysis of the impact of sugarcane production on respiratory diseases," Regional Science and Urban Economics, Elsevier, vol. 59(C), pages 24-36.
    5. Albrizio, Silvia & Kozluk, Tomasz & Zipperer, Vera, 2017. "Environmental policies and productivity growth: Evidence across industries and firms," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 209-226.
    6. Bernard Fingleton & Julie Le Gallo, 2008. "Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances: Finite sample properties," Papers in Regional Science, Wiley Blackwell, vol. 87(3), pages 319-339, August.
    7. Devaux, Nicolas & Dubé, Jean & Apparicio, Philippe, 2017. "Anticipation and post-construction impact of a metro extension on residential values: The case of Laval (Canada), 1995–2013," Journal of Transport Geography, Elsevier, vol. 62(C), pages 8-19.
    8. Julie Le Gallo & Bernard Fingleton, 2008. "Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances : finite sample properties," Post-Print hal-00485035, HAL.
    9. Bardaka, Eleni & Delgado, Michael S. & Florax, Raymond J.G.M., 2018. "Causal identification of transit-induced gentrification and spatial spillover effects: The case of the Denver light rail," Journal of Transport Geography, Elsevier, vol. 71(C), pages 15-31.
    10. Li, Ke & Yuan, Weihong & Li, Jianglong & Ai, Hongshan, 2021. "Effects of time-dependent environmental regulations on air pollution: Evidence from the Changsha-Zhuzhou-Xiangtan region, China," World Development, Elsevier, vol. 138(C).
    11. Ren, Shenggang & Hu, Yucai & Zheng, Jingjing & Wang, Yangjie, 2020. "Emissions trading and firm innovation: Evidence from a natural experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    12. Jia, Ruining & Shao, Shuai & Yang, Lili, 2021. "High-speed rail and CO2 emissions in urban China: A spatial difference-in-differences approach," Energy Economics, Elsevier, vol. 99(C).
    13. Koangsung Choi & Chung Choe & Dongwoo Kang, 2021. "Impact of introducing one-stop employment service centres on local employment in South Korea," Applied Economics Letters, Taylor & Francis Journals, vol. 28(4), pages 281-286, February.
    14. Zhang, Peng & Yin, Guangzhi & Duan, Maosheng, 2020. "Distortion effects of emissions trading system on intra-sector competition and carbon leakage: A case study of China," Energy Policy, Elsevier, vol. 137(C).
    15. Färe, Rolf & Grosskopf, Shawna & Pasurka,, Carl A., 2013. "Tradable permits and unrealized gains from trade," Energy Economics, Elsevier, vol. 40(C), pages 416-424.
    16. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    17. Wang, Chen & Wang, Zhaohua & Ke, Ruo-Yu & Wang, Jiancai, 2018. "Integrated impact of the carbon quota constraints on enterprises within supply chain: Direct cost and indirect cost," Renewable and Sustainable Energy Reviews, Elsevier, vol. 92(C), pages 774-783.
    18. Wang, Han & Chen, Zhoupeng & Wu, Xingyi & Nie, Xin, 2019. "Can a carbon trading system promote the transformation of a low-carbon economy under the framework of the porter hypothesis? —Empirical analysis based on the PSM-DID method," Energy Policy, Elsevier, vol. 129(C), pages 930-938.
    19. Zhang, Da & Karplus, Valerie J. & Cassisa, Cyril & Zhang, Xiliang, 2014. "Emissions trading in China: Progress and prospects," Energy Policy, Elsevier, vol. 75(C), pages 9-16.
    Full references (including those not matched with items on IDEAS)

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