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How do low-carbon city pilots affect carbon emissions? Staggered difference in difference evidence from Chinese firms

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  • Hou, Xiang
  • Hu, Qianlin
  • Liang, Xin
  • Xu, Jingxuan

Abstract

We employ firm-level tax survey data and a staggered difference-in-differences to evaluate how China’s low-carbon city pilots (LCCP) affects CO2 emissions. Results show a 30% reduction in emissions and a 36% improvement in energy efficiency. The LCCP highly targeted high-emission and low-efficiency firms, reducing CO2 emissions by 79%, and increased loans only to high-carbon and low-efficiency, state-owned and collective, and small firms. Our results indicate that the decline in emissions cannot be solely attributed to financial incentives, the environmental regulations also played a role in facilitating firms’ green transition. The findings provide recommendations for other developing countries aiming to lower their CO2 emissions.

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  • Hou, Xiang & Hu, Qianlin & Liang, Xin & Xu, Jingxuan, 2023. "How do low-carbon city pilots affect carbon emissions? Staggered difference in difference evidence from Chinese firms," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 664-686.
    • Handle: RePEc:eee:ecanpo:v:79:y:2023:i:c:p:664-686
    DOI: 10.1016/j.eap.2023.06.030
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    as
    1. Glaeser, Edward L. & Kahn, Matthew E., 2010. "The greenness of cities: Carbon dioxide emissions and urban development," Journal of Urban Economics, Elsevier, vol. 67(3), pages 404-418, May.
    2. Smulders, Sjak & Tsur, Yacov & Zemel, Amos, 2012. "Announcing climate policy: Can a green paradox arise without scarcity?," Journal of Environmental Economics and Management, Elsevier, vol. 64(3), pages 364-376.
    3. 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.
    4. Hendrik Ritter & Mark Schopf, 2014. "Unilateral Climate Policy: Harmful or Even Disastrous?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 58(1), pages 155-178, May.
    5. Cairns, Robert D., 2014. "The green paradox of the economics of exhaustible resources," Energy Policy, Elsevier, vol. 65(C), pages 78-85.
    6. Zhou, Jun & Yin, Zhichao & Yue, Pengpeng, 2023. "The impact of access to credit on energy efficiency," Finance Research Letters, Elsevier, vol. 51(C).
    7. Illge, Lydia & Schwarze, Reimund, 2009. "A matter of opinion--How ecological and neoclassical environmental economists and think about sustainability and economics," Ecological Economics, Elsevier, vol. 68(3), pages 594-604, January.
    8. Su, Chi-Wei & Pang, Li-Dong & Tao, Ran & Shao, Xuefeng & Umar, Muhammad, 2022. "Renewable energy and technological innovation: Which one is the winner in promoting net-zero emissions?," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    9. Hans-Werner Sinn, 2008. "Public policies against global warming: a supply side approach," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 15(4), pages 360-394, August.
    10. van der Ploeg, Frederick & Withagen, Cees, 2012. "Is there really a green paradox?," Journal of Environmental Economics and Management, Elsevier, vol. 64(3), pages 342-363.
    11. Qin, Meng & Su, Chi-Wei & Lobonţ, Oana-Ramona & Umar, Muhammad, 2023. "Blockchain: A carbon-neutral facilitator or an environmental destroyer?," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 604-615.
    12. van der Ploeg, Frederick & Withagen, Cees, 2012. "Too much coal, too little oil," Journal of Public Economics, Elsevier, vol. 96(1), pages 62-77.
    13. Zhang, Kun & Zhang, Zong-Yong & Liang, Qiao-Mei, 2017. "An empirical analysis of the green paradox in China: From the perspective of fiscal decentralization," Energy Policy, Elsevier, vol. 103(C), pages 203-211.
    14. Fischer, Carolyn & Salant, Stephen W., 2017. "Balancing the carbon budget for oil: The distributive effects of alternative policies," European Economic Review, Elsevier, vol. 99(C), pages 191-215.
    15. Wang, Xiaoling & Zhang, Tianyue & Nathwani, Jatin & Yang, Fangming & Shao, Qinglong, 2022. "Environmental regulation, technology innovation, and low carbon development: Revisiting the EKC Hypothesis, Porter Hypothesis, and Jevons’ Paradox in China's iron & steel industry," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    16. Ambec, Stefan & Barla, Philippe, 2002. "A theoretical foundation of the Porter hypothesis," Economics Letters, Elsevier, vol. 75(3), pages 355-360, May.
    17. Wang, Huiqing & Wei, Weixian, 2020. "Coordinating technological progress and environmental regulation in CO2 mitigation: The optimal levels for OECD countries & emerging economies," Energy Economics, Elsevier, vol. 87(C).
    18. Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2021. "Notching R&D Investment with Corporate Income Tax Cuts in China," American Economic Review, American Economic Association, vol. 111(7), pages 2065-2100, July.
    19. Wu, Haitao & Hao, Yu & Ren, Siyu, 2020. "How do environmental regulation and environmental decentralization affect green total factor energy efficiency: Evidence from China," Energy Economics, Elsevier, vol. 91(C).
    20. Dechezleprêtre, Antoine & Kozluk, Tomasz & Kruse, Tobias & Nachtigall, Daniel & de Serres, Alain, 2019. "Do Environmental and Economic Performance Go Together? A Review of Micro-level Empirical Evidence from the Past Decade or So," International Review of Environmental and Resource Economics, now publishers, vol. 13(1-2), pages 1-118, April.
    21. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    22. Jianhuan Huang & Yantuan Yu & Chunbo Ma, 2018. "Energy Efficiency Convergence in China: Catch-Up, Lock-In and Regulatory Uniformity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(1), pages 107-130, May.
    23. Su, Chi Wei & Shao, Xuefeng & Jia, Zhijie & Nepal, Rabindra & Umar, Muhammad & Qin, Meng, 2023. "The rise of green energy metal: Could lithium threaten the status of oil?," Energy Economics, Elsevier, vol. 121(C).
    24. Yin, Jianhua & Zheng, Mingzheng & Chen, Jian, 2015. "The effects of environmental regulation and technical progress on CO2 Kuznets curve: An evidence from China," Energy Policy, Elsevier, vol. 77(C), pages 97-108.
    25. Qin, Meng & Zhang, Xiaojing & Li, Yameng & Badarcea, Roxana Maria, 2023. "Blockchain market and green finance: The enablers of carbon neutrality in China," Energy Economics, Elsevier, vol. 118(C).
    26. Su, Chi Wei & Qin, Meng & Chang, Hsu-Ling & Țăran, Alexandra-Mădălina, 2023. "Which risks drive European natural gas bubbles? Novel evidence from geopolitics and climate," Resources Policy, Elsevier, vol. 81(C).
    27. Chen, Zhao & Kahn, Matthew E. & Liu, Yu & Wang, Zhi, 2018. "The consequences of spatially differentiated water pollution regulation in China," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 468-485.
    28. Zhu, Chen & Lee, Chien-Chiang, 2022. "The effects of low-carbon pilot policy on technological innovation: Evidence from prefecture-level data in China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    29. Xuan Yu & Manhong Shen & Di Wang & Bernadette Tadala Imwa, 2019. "Does the Low-Carbon Pilot Initiative Reduce Carbon Emissions? Evidence from the Application of the Synthetic Control Method in Guangdong Province," Sustainability, MDPI, vol. 11(14), pages 1-13, July.
    30. Huwei Wen, Shuai Chen, and Chien-Chiang Lee, 2023. "Impact of Low-carbon City Construction on Financing, Investment, and Total Factor Productivity of Energy-intensive Enterprises," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    31. Lee, Chien-Chiang & Chang, Yu-Fang & Wang, En-Ze, 2022. "Crossing the rivers by feeling the stones: The effect of China's green credit policy on manufacturing firms' carbon emission intensity," Energy Economics, Elsevier, vol. 116(C).
    32. Danish & Recep Ulucak & Salah Ud‐Din Khan & Muhammad Awais Baloch & Nan Li, 2020. "Mitigation pathways toward sustainable development: Is there any trade‐off between environmental regulation and carbon emissions reduction?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 813-822, July.
    33. van der Ploeg, Frederick, 2016. "Second-best carbon taxation in the global economy: The Green Paradox and carbon leakage revisited," Journal of Environmental Economics and Management, Elsevier, vol. 78(C), pages 85-105.
    34. Yang, Shubo & Jahanger, Atif & Hossain, Mohammad Razib, 2023. "How effective has the low-carbon city pilot policy been as an environmental intervention in curbing pollution? Evidence from Chinese industrial enterprises," Energy Economics, Elsevier, vol. 118(C).
    35. Qin, Meng & Su, Chi-Wei & Umar, Muhammad & Lobonţ, Oana-Ramona & Manta, Alina Georgiana, 2023. "Are climate and geopolitics the challenges to sustainable development? Novel evidence from the global supply chain," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 748-763.
    36. Kollenbach, Gilbert & Schopf, Mark, 2022. "Unilaterally optimal climate policy and the green paradox," Journal of Environmental Economics and Management, Elsevier, vol. 113(C).
    37. Yu, Yantuan & Zhang, Ning, 2021. "Low-carbon city pilot and carbon emission efficiency: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 96(C).
    38. Ye, Xiang & Yue, Pengpeng, 2023. "Financial literacy and household energy efficiency: An analysis of credit market and supply chain," Finance Research Letters, Elsevier, vol. 52(C).
    39. Karolina Ryszka & Cees Withagen, 2016. "Unilateral Climate Policies: Incentives and Effects," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(2), pages 471-504, February.
    40. 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.
    41. John Gardner, 2022. "Two-stage differences in differences," Papers 2207.05943, arXiv.org.
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