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Does Emission Trading Boost Carbon Productivity? Evidence from China’s Pilot Emission Trading Scheme

Author

Listed:
  • Di Zhou

    (School of Mathematics and Statistics, Guangdong University of Foreign Studies, Guangzhou 510006, China)

  • Xiaoyu Liang

    (School of Business, Guangdong University of Foreign Studies, Guangzhou 510006, China)

  • Ye Zhou

    (School of Business, Guangdong University of Foreign Studies, Guangzhou 510006, China)

  • Kai Tang

    (School of Economics and Trade, Guangdong University of Foreign Studies, Guangzhou 510006, China)

Abstract

As the country with the largest carbon emissions globally, the effective operation of China’s carbon emissions trading scheme (ETS) is of great importance to the global community in terms of mitigating climate change. This paper considers China’s pilot ETS launched in 2013 as a quasi-natural experiment. Exploring provincial industrial-level data that are more in line with the ETS coverage, the difference-in-difference-in-difference (DDD) model is used to evaluate the impact of the ETS on carbon productivity. Considering different pilot regions and industries, we also analyze the heterogeneous effect of ETS. Moreover, the mediating effects of technical progress and capital investment are explored. We find that China’s pilot ETS boosted carbon productivity. Among pilot regions, the best policy effectiveness appeared in Beijing, while the weakest effectiveness appeared in Chongqing. Among the pilot industries, the pilot ETS had better effectiveness in petrochemical and electric power industries and weaker effectiveness in building materials and transportation industries. Additionally, the pilot ETS promoted carbon productivity through both technological progress and capital investment, and the former contributed more. Our findings can provide empirical references and policy implications for nationwide implementation of ETS to further promote low-carbon economic transformation.

Suggested Citation

  • Di Zhou & Xiaoyu Liang & Ye Zhou & Kai Tang, 2020. "Does Emission Trading Boost Carbon Productivity? Evidence from China’s Pilot Emission Trading Scheme," IJERPH, MDPI, vol. 17(15), pages 1-16, July.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:15:p:5522-:d:392389
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    References listed on IDEAS

    as
    1. Gulbrandsen, Lars H. & Stenqvist, Christian, 2013. "The limited effect of EU emissions trading on corporate climate strategies: Comparison of a Swedish and a Norwegian pulp and paper company," Energy Policy, Elsevier, vol. 56(C), pages 516-525.
    2. Lichtman-Sadot, Shirlee, 2019. "Can public transportation reduce accidents? Evidence from the introduction of late-night buses in Israeli cities," Regional Science and Urban Economics, Elsevier, vol. 74(C), pages 99-117.
    3. Meng, Sam & Siriwardana, Mahinda & McNeill, Judith & Nelson, Tim, 2018. "The impact of an ETS on the Australian energy sector: An integrated CGE and electricity modelling approach," Energy Economics, Elsevier, vol. 69(C), pages 213-224.
    4. Fang, Guochang & Tian, Lixin & Liu, Menghe & Fu, Min & Sun, Mei, 2018. "How to optimize the development of carbon trading in China—Enlightenment from evolution rules of the EU carbon price," Applied Energy, Elsevier, vol. 211(C), pages 1039-1049.
    5. Clò, Stefano & Ferraris, Matteo & Florio, Massimo, 2017. "Ownership and environmental regulation: Evidence from the European electricity industry," Energy Economics, Elsevier, vol. 61(C), pages 298-312.
    6. Liu, Yu & Tan, Xiu-Jie & Yu, Yang & Qi, Shao-Zhou, 2017. "Assessment of impacts of Hubei Pilot emission trading schemes in China – A CGE-analysis using TermCO2 model," Applied Energy, Elsevier, vol. 189(C), pages 762-769.
    7. Zhu, Bangzhu & Zhang, Mengfan & Huang, Liqing & Wang, Ping & Su, Bin & Wei, Yi-Ming, 2020. "Exploring the effect of carbon trading mechanism on China's green development efficiency: A novel integrated approach," Energy Economics, Elsevier, vol. 85(C).
    8. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    9. Wang, Shaojian & Liu, Xiaoping, 2017. "China’s city-level energy-related CO2 emissions: Spatiotemporal patterns and driving forces," Applied Energy, Elsevier, vol. 200(C), pages 204-214.
    10. Wu, Jianxin & Ma, Chunbo & Tang, Kai, 2019. "The static and dynamic heterogeneity and determinants of marginal abatement cost of CO2 emissions in Chinese cities," Energy, Elsevier, vol. 178(C), pages 685-694.
    11. Shiro Takeda & Toshi Arimura & Hanae Tamechika & Carolyn Fischer & Alan Fox, 2014. "Output-based allocation of emissions permits for mitigating the leakage and competitiveness issues for the Japanese economy," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 16(1), pages 89-110, January.
    12. Bel, Germà & Joseph, Stephan, 2018. "Policy stringency under the European Union Emission trading system and its impact on technological change in the energy sector," Energy Policy, Elsevier, vol. 117(C), pages 434-444.
    13. Liu, Hongwei & Wu, Jie & Chu, Junfei, 2019. "Environmental efficiency and technological progress of transportation industry-based on large scale data," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 475-482.
    14. 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).
    15. Caparrós, Alejandro & Péreau, Jean-Christophe & Tazdaït, Tarik, 2013. "Emission trading and international competition: The impact of labor market rigidity on technology adoption and output," Energy Policy, Elsevier, vol. 55(C), pages 36-43.
    16. Tang, Kai & Hailu, Atakelty & Kragt, Marit E. & Ma, Chunbo, 2018. "The response of broadacre mixed crop-livestock farmers to agricultural greenhouse gas abatement incentives," Agricultural Systems, Elsevier, vol. 160(C), pages 11-20.
    17. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    18. Kai Tang & Chuantian He & Chunbo Ma & Dong Wang, 2019. "Does carbon farming provide a cost‐effective option to mitigate GHG emissions? Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(3), pages 575-592, July.
    19. Jurate Jaraite-Ka~ukauske and Corrado Di Maria, 2016. "Did the EU ETS Make a Difference? An Empirical Assessment Using Lithuanian Firm-Level Data," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    20. Nong, Duy & Meng, Sam & Siriwardana, Mahinda, 2017. "An assessment of a proposed ETS in Australia by using the MONASH-Green model," Energy Policy, Elsevier, vol. 108(C), pages 281-291.
    21. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    22. Chen, Zhenling & Yuan, Xiao-Chen & Zhang, Xiaoling & Cao, Yunfei, 2020. "How will the Chinese national carbon emissions trading scheme work? The assessment of regional potential gains," Energy Policy, Elsevier, vol. 137(C).
    23. Yang, Lin & Yang, Yuantao & Zhang, Xian & Tang, Kai, 2018. "Whether China's industrial sectors make efforts to reduce CO2 emissions from production? - A decomposed decoupling analysis," Energy, Elsevier, vol. 160(C), pages 796-809.
    24. Wang, Yun & Sun, Xiaohua & Wang, Baocai & Liu, Xiaoling, 2020. "Energy saving, GHG abatement and industrial growth in OECD countries: A green productivity approach," Energy, Elsevier, vol. 194(C).
    25. Kangkang Zhang & Deyi Xu & Shiran Li & Na Zhou & Jinhui Xiong, 2019. "Has China’s Pilot Emissions Trading Scheme Influenced the Carbon Intensity of Output?," IJERPH, MDPI, vol. 16(10), pages 1-18, May.
    26. Yongrok Choi & Chao Qi, 2019. "Is South Korea’s Emission Trading Scheme Effective? An Analysis Based on the Marginal Abatement Cost of Coal-Fueled Power Plants," Sustainability, MDPI, vol. 11(9), pages 1-12, April.
    27. Shuai Shao, Zhenbing Yang, Lili Yang, and Shuang Ma, 2019. "Can China's Energy Intensity Constraint Policy Promote Total Factor Energy Efficiency? Evidence from the Industrial Sector," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    28. Saeidi, Sayedeh Parastoo & Sofian, Saudah & Saeidi, Parvaneh & Saeidi, Sayyedeh Parisa & Saaeidi, Seyyed Alireza, 2015. "How does corporate social responsibility contribute to firm financial performance? The mediating role of competitive advantage, reputation, and customer satisfaction," Journal of Business Research, Elsevier, vol. 68(2), pages 341-350.
    29. Xie, Rong-hui & Yuan, Yi-jun & Huang, Jing-jing, 2017. "Different Types of Environmental Regulations and Heterogeneous Influence on “Green” Productivity: Evidence from China," Ecological Economics, Elsevier, vol. 132(C), pages 104-112.
    30. Meng, Ming & Niu, Dongxiao, 2012. "Three-dimensional decomposition models for carbon productivity," Energy, Elsevier, vol. 46(1), pages 179-187.
    31. Cai, Hongbin & Chen, Yuyu & Gong, Qing, 2016. "Polluting thy neighbor: Unintended consequences of China׳s pollution reduction mandates," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 86-104.
    32. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    33. Robin Smale & Murray Hartley & Cameron Hepburn & John Ward & Michael Grubb, 2006. "The impact of CO 2 emissions trading on firm profits and market prices," Climate Policy, Taylor & Francis Journals, vol. 6(1), pages 31-48, January.
    34. Tomoko Hasegawa & Shinichiro Fujimori & Kiyoshi Takahashi & Tokuta Yokohata & Toshihiko Masui, 2016. "Economic implications of climate change impacts on human health through undernourishment," Climatic Change, Springer, vol. 136(2), pages 189-202, May.
    35. Ekins, Paul & Pollitt, Hector & Summerton, Philip & Chewpreecha, Unnada, 2012. "Increasing carbon and material productivity through environmental tax reform," Energy Policy, Elsevier, vol. 42(C), pages 365-376.
    36. Lin, Boqiang & Jia, Zhijie, 2019. "What will China's carbon emission trading market affect with only electricity sector involvement? A CGE based study," Energy Economics, Elsevier, vol. 78(C), pages 301-311.
    37. 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.
    38. Shi, Xinzheng & Xu, Zhufeng, 2018. "Environmental regulation and firm exports: Evidence from the eleventh Five-Year Plan in China," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 187-200.
    39. Hoque, Hafiz & Mu, Shaolong, 2019. "Partial private sector oversight in China's A-share IPO market: An empirical study of the sponsorship system," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 15-37.
    40. Crossland, Jarrod & Li, Bin & Roca, Eduardo, 2013. "Is the European Union Emissions Trading Scheme (EU ETS) informationally efficient? Evidence from momentum-based trading strategies," Applied Energy, Elsevier, vol. 109(C), pages 10-23.
    41. Hu, Yucai & Ren, Shenggang & Wang, Yangjie & Chen, Xiaohong, 2020. "Can carbon emission trading scheme achieve energy conservation and emission reduction? Evidence from the industrial sector in China," Energy Economics, Elsevier, vol. 85(C).
    42. Chang-Jing Ji & Yu-Jie Hu & Bao-Jun Tang, 2018. "Research on carbon market price mechanism and influencing factors: a literature review," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 92(2), pages 761-782, June.
    43. Baumers, Martin & Dickens, Phill & Tuck, Chris & Hague, Richard, 2016. "The cost of additive manufacturing: machine productivity, economies of scale and technology-push," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 193-201.
    44. Rogge, Karoline S. & Schneider, Malte & Hoffmann, Volker H., 2011. "The innovation impact of the EU Emission Trading System -- Findings of company case studies in the German power sector," Ecological Economics, Elsevier, vol. 70(3), pages 513-523, January.
    45. Tang, Ling & Wu, Jiaqian & Yu, Lean & Bao, Qin, 2017. "Carbon allowance auction design of China's emissions trading scheme: A multi-agent-based approach," Energy Policy, Elsevier, vol. 102(C), pages 30-40.
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