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Does energy transition improve air quality? Evidence derived from China’s Winter Clean Heating Pilot (WCHP) project

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  • Zhang, Yali
  • Li, Wenqi
  • Wu, Feng

Abstract

Coal used for heating rural households poses a severe threat to ambient air pollution and human health. In 2017, China implemented the Winter Clean Heating Pilot (WCHP) project, which was designed to convert energy from “coal-to-gas/electricity”. However, the impact of the WCHP project and its associated dynamic changes have not yet been well quantified. Based on daily monitored panel data covering 35 pilot cities, we conducted a difference-in-differences (DID) model to identify whether or not the WCHP project is effective in maintaining air quality. Results showed that AQI, PM2.5, NOx, and SO2 emissions decreased by 20.4%, 18.59%, 34.1%, and 68.4%, respectively, and, except for SO2, these pollutant reductions were greater in Western China than in Eastern China. Furthermore, when certain variables were controlled, such as weather, holidays, GDP, the ratio between secondary industries, income levels, and environmental expenditures, these results were also robust. Parallel trends and placebo tests were additionally used to confirm the reliability of the DID model. The implementation of energy transition could gain the synergy between emission reduction and air quality improvement. Policy recommendations were finally made on rural-scale energy transition, including reforming the cost of electricity/gas through advanced technology and subsidies to account for regional inequality.

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  • Zhang, Yali & Li, Wenqi & Wu, Feng, 2020. "Does energy transition improve air quality? Evidence derived from China’s Winter Clean Heating Pilot (WCHP) project," Energy, Elsevier, vol. 206(C).
    • Handle: RePEc:eee:energy:v:206:y:2020:i:c:s0360544220312378
    DOI: 10.1016/j.energy.2020.118130
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    as
    1. Pasquale Marcello Falcone, 2018. "Green investment strategies and bank-firm relationship: a firm-level analysis," Economics Bulletin, AccessEcon, vol. 38(4), pages 2225-2239.
    2. 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.
    3. Chen, Yvonne Jie & Li, Pei & Lu, Yi, 2018. "Career concerns and multitasking local bureaucrats: Evidence of a target-based performance evaluation system in China," Journal of Development Economics, Elsevier, vol. 133(C), pages 84-101.
    4. Chen, Han & Chen, Wenying, 2019. "Potential impact of shifting coal to gas and electricity for building sectors in 28 major northern cities of China," Applied Energy, Elsevier, vol. 236(C), pages 1049-1061.
    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. Chen, Han & Chen, Wenying, 2019. "Potential impacts of coal substitution policy on regional air pollutants and carbon emission reductions for China's building sector during the 13th Five-Year Plan period," Energy Policy, Elsevier, vol. 131(C), pages 281-294.
    7. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    8. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    9. Ivan A Canay & Vishal Kamat, 2018. "Approximate Permutation Tests and Induced Order Statistics in the Regression Discontinuity Design," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1577-1608.
    10. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    11. Shulin Wang & Yongtao Li & Mahfuzul Haque, 2019. "Evidence on the Impact of Winter Heating Policy on Air Pollution and Its Dynamic Changes in North China," Sustainability, MDPI, vol. 11(10), pages 1-15, May.
    12. Sanya Carley & Tom P. Evans & Michelle Graff & David M. Konisky, 2018. "A framework for evaluating geographic disparities in energy transition vulnerability," Nature Energy, Nature, vol. 3(8), pages 621-627, August.
    13. Matthew Gentzkow & Jesse M. Shapiro, 2006. "Media Bias and Reputation," Journal of Political Economy, University of Chicago Press, vol. 114(2), pages 280-316, April.
    14. Tan, Ruipeng & Tang, Di & Lin, Boqiang, 2018. "Policy impact of new energy vehicles promotion on air quality in Chinese cities," Energy Policy, Elsevier, vol. 118(C), pages 33-40.
    15. Liu, Zhijian & Xu, Wei & Zhai, Xue & Qian, Cheng & Chen, Xi, 2017. "Feasibility and performance study of the hybrid ground-source heat pump system for one office building in Chinese heating dominated areas," Renewable Energy, Elsevier, vol. 101(C), pages 1131-1140.
    16. Lueken, Roger & Klima, Kelly & Griffin, W. Michael & Apt, Jay, 2016. "The climate and health effects of a USA switch from coal to gas electricity generation," Energy, Elsevier, vol. 109(C), pages 1160-1166.
    17. Ying Li & Ke Chen, 2018. "A Review of Air Pollution Control Policy Development and Effectiveness in China," Chapters, in: Soner Gokten & Guray Kucukkocaoglu (ed.), Energy Management for Sustainable Development, IntechOpen.
    18. Anasis, John G. & Khalil, Mohammad Aslam Khan & Butenhoff, Christopher & Bluffstone, Randall & Lendaris, George G., 2019. "Optimal energy resource mix for the US and China to meet emissions pledges," Applied Energy, Elsevier, vol. 238(C), pages 92-100.
    19. Baldvinsson, Ivar & Nakata, Toshihiko, 2016. "A feasibility and performance assessment of a low temperature district heating system – A North Japanese case study," Energy, Elsevier, vol. 95(C), pages 155-174.
    Full references (including those not matched with items on IDEAS)

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