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Comparing the innovation impacts on firms: Pilot vs. National Carbon Emission Trading Schemes in China

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  • Zhao, Tianzhen
  • Ke, Haiqian
  • Zhang, Ning

Abstract

This study compares the effects of China's Carbon Emission Trading Scheme (ETS) during its pilot and national phases on listed enterprise innovation from 2008 to 2022, marking the first such comparison for China. Utilizing a difference-in-differences (DID) method, the study finds that only the national ETS positively promotes innovation, with significant increases in both non-green and green innovation quantities and qualities. The study identifies R&D investment and ownership concentration as internal mechanisms, and financing constraints and external supervision as external mechanisms influencing this effect. The ETS also exhibits heterogeneous effects across different regions and firm types, particularly benefiting state-owned, eastern, highly digital, highly carbon regulation sensitivity, and highly carbon risk coping ability enterprises. This research offers new insights into how developing countries can mitigate climate change while fostering economic development through ETS.

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  • Zhao, Tianzhen & Ke, Haiqian & Zhang, Ning, 2025. "Comparing the innovation impacts on firms: Pilot vs. National Carbon Emission Trading Schemes in China," Applied Energy, Elsevier, vol. 377(PB).
    • Handle: RePEc:eee:appene:v:377:y:2025:i:pb:s0306261924017975
    DOI: 10.1016/j.apenergy.2024.124414
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    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. Minetti, Raoul & Murro, Pierluigi & Paiella, Monica, 2015. "Ownership structure, governance, and innovation," European Economic Review, Elsevier, vol. 80(C), pages 165-193.
    3. Wu, Qingyang & Wang, Yanying, 2022. "How does carbon emission price stimulate enterprises' total factor productivity? Insights from China's emission trading scheme pilots," Energy Economics, Elsevier, vol. 109(C).
    4. Du, Gang & Yu, Meng & Sun, Chuanwang & Han, Zhao, 2021. "Green innovation effect of emission trading policy on pilot areas and neighboring areas: An analysis based on the spatial econometric model," Energy Policy, Elsevier, vol. 156(C).
    5. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    6. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    7. Yang, Xinyu & Jiang, Ping & Pan, Yao, 2020. "Does China's carbon emission trading policy have an employment double dividend and a Porter effect?," Energy Policy, Elsevier, vol. 142(C).
    8. Ufuk Akcigit & Salomé Baslandze & Stefanie Stantcheva, 2016. "Taxation and the International Mobility of Inventors," American Economic Review, American Economic Association, vol. 106(10), pages 2930-2981, October.
    9. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    10. Chen, Xia & Fu, Qiang & Chang, Chun-Ping, 2021. "What are the shocks of climate change on clean energy investment: A diversified exploration," Energy Economics, Elsevier, vol. 95(C).
    11. Chen, Zhongfei & Zhang, Xiao & Chen, Fanglin, 2021. "Do carbon emission trading schemes stimulate green innovation in enterprises? Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    12. Philippe Aghion & Ufuk Akcigit & Antonin Bergeaud & Richard Blundell & David Hemous, 2019. "Innovation and Top Income Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 1-45.
    13. Ouyang, Xiaoling & Fang, Xingming & Cao, Yan & Sun, Chuanwang, 2020. "Factors behind CO2 emission reduction in Chinese heavy industries: Do environmental regulations matter?," Energy Policy, Elsevier, vol. 145(C).
    14. Kaoru Hosono & Masayo Tomiyama & Tsutomu Miyagawa, 2004. "Corporate governance and research and development: Evidence from Japan," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(2), pages 141-164.
    15. Borghesi, Simone & Cainelli, Giulio & Mazzanti, Massimiliano, 2015. "Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry," Research Policy, Elsevier, vol. 44(3), pages 669-683.
    16. Yu, Pei & Cai, Zhengfang & Sun, Yongping, 2021. "Does the emissions trading system in developing countries accelerate carbon leakage through OFDI? Evidence from China," Energy Economics, Elsevier, vol. 101(C).
    17. Junming Zhu & Yichun Fan & Xinghua Deng & Lan Xue, 2019. "Low-carbon innovation induced by emissions trading in China," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
    18. Teixidó, Jordi & Verde, Stefano F. & Nicolli, Francesco, 2019. "The impact of the EU Emissions Trading System on low-carbon technological change: The empirical evidence," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    19. Wu, Libo & Zhou, Ying & Qian, Haoqi, 2022. "Global actions under the Paris agreement: Tracing the carbon leakage flow and pursuing countermeasures," Energy Economics, Elsevier, vol. 106(C).
    20. Ren, Shenggang & Yang, Xuanyu & Hu, Yucai & Chevallier, Julien, 2022. "Emission trading, induced innovation and firm performance," Energy Economics, Elsevier, vol. 112(C).
    21. Yao, Shiyue & Yu, Xueying & Yan, Sen & Wen, Shiyan, 2021. "Heterogeneous emission trading schemes and green innovation," Energy Policy, Elsevier, vol. 155(C).
    22. Cui, Di & Ding, Mingfa & Han, Yikai & Suardi, Sandy, 2023. "Regulation-induced financial constraints, carbon emission and corporate innovation: Evidence from China," Energy Economics, Elsevier, vol. 127(PB).
    23. Yue‐Jun Zhang & Wei Shi & Lin Jiang, 2020. "Does China's carbon emissions trading policy improve the technology innovation of relevant enterprises?," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 872-885, March.
    24. Jiang, Jingjing & Xie, Dejun & Ye, Bin & Shen, Bo & Chen, Zhanming, 2016. "Research on China’s cap-and-trade carbon emission trading scheme: Overview and outlook," Applied Energy, Elsevier, vol. 178(C), pages 902-917.
    25. Yuan Li & Hai Guo & Yaqun Yi & Yi Liu, 2010. "Ownership Concentration and Product Innovation in Chinese Firms: The Mediating Role of Learning Orientation," Management and Organization Review, The International Association for Chinese Management Research, vol. 6(1), pages 77-100, March.
    26. Cao, Jing & Ho, Mun S. & Ma, Rong & Teng, Fei, 2021. "When carbon emission trading meets a regulated industry: Evidence from the electricity sector of China," Journal of Public Economics, Elsevier, vol. 200(C).
    27. Zhang, Yue-Jun & Cheng, Hao-Sen, 2021. "The impact mechanism of the ETS on CO2 emissions from the service sector: Evidence from Beijing and Shanghai," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    28. Liu, Menghe & Li, Yuxiao, 2022. "Environmental regulation and green innovation: Evidence from China's carbon emissions trading policy," Finance Research Letters, Elsevier, vol. 48(C).
    29. Hongxing Zhang & Shuanbao Li, 2023. "Research on the Factors Influencing CO 2 Emission Reduction in High-Energy-Consumption Industries under Carbon Peak," Sustainability, MDPI, vol. 15(18), pages 1-20, September.
    30. 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.
    31. 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).
    32. Walter, Jason M., 2020. "Comparing the effectiveness of market-based and choice-based environmental policy," Journal of Policy Modeling, Elsevier, vol. 42(1), pages 173-191.
    33. Shi, Beibei & Feng, Chen & Qiu, Meng & Ekeland, Anders, 2018. "Innovation suppression and migration effect: The unintentional consequences of environmental regulation," China Economic Review, Elsevier, vol. 49(C), pages 1-23.
    34. 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).
    35. Zhouzhou Lin & Dezhi Liang & Shengnan Li, 2022. "Environmental Regulation and Green Technology Innovation: Evidence from China’s Heavily Polluting Companies," Sustainability, MDPI, vol. 14(19), pages 1-18, September.
    36. Inoue, Emiko & Arimura, Toshi H. & Nakano, Makiko, 2013. "A new insight into environmental innovation: Does the maturity of environmental management systems matter?," Ecological Economics, Elsevier, vol. 94(C), pages 156-163.
    37. Chami, Ralph & Cosimano, Thomas F. & Fullenkamp, Connel, 2002. "Managing ethical risk: How investing in ethics adds value," Journal of Banking & Finance, Elsevier, vol. 26(9), pages 1697-1718, September.
    38. Shenggang Ren & Xuanyu Yang & Yucai Hu & Julien Chevallier, 2022. "Emission trading, induced innovation and firm performance," Post-Print halshs-04250301, HAL.
    39. Li, Yuan & Guo, Hai & Yi, Yaqun & Liu, Yi, 2010. "Ownership Concentration and Product Innovation in Chinese Firms: The Mediating Role of Learning Orientation," Management and Organization Review, Cambridge University Press, vol. 6(1), pages 77-100, March.
    40. He, Wenjian & Wang, Xiaodong & Miao, Miao, 2024. "Network infrastructure and corporate environmental performance: Empirical evidence from “Broadband China”," Energy Economics, Elsevier, vol. 131(C).
    41. Åsa L�fgren & Markus Wr�ke & Tomas Hagberg & Susanna Roth, 2014. "Why the EU ETS needs reforming: an empirical analysis of the impact on company investments," Climate Policy, Taylor & Francis Journals, vol. 14(5), pages 537-558, September.
    42. 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.
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