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Could Air Quality Get Better during Epidemic Prevention and Control in China? An Analysis Based on Regression Discontinuity Design

Author

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  • Xinghua Zhao

    (School of Political Science and Public Administration, Shandong University, Qingdao 266237, China)

  • Zheng Cheng

    (School of Political Science and Public Administration, Shandong University, Qingdao 266237, China)

  • Chen Jiang

    (School of Political Science and Public Administration, Shandong University, Qingdao 266237, China)

Abstract

Though many scholars and practitioners are paying more attention to the health and life of the public after the COVID-19 outbreak, extant literature has so far failed to explore the variation of ambient air quality during this pandemic. The current study attempts to fill the gap by disentangling the causal effects of epidemic prevention on air quality in China, measured by the individual pollutant dimensionless index, from other confounding factors. Using the fixed effects model, this article finds that five air indicators, PM 2.5 , PM 10 , CO, NO 2 , and SO 2 , significantly improved during the shutdown period, with NO 2 showing the most improvement. On the contrary, O 3 shows an inverse pattern, that is, O 3 gets worse unexpectedly. The positive impact of epidemic prevention on air quality, especially in terms of PM 2.5 , PM 10 , and NO 2 , become manifest five days after the resumption of labor, indicated by the result of a regression discontinuity design. These findings are still robust and consistent after the dataset of 2019 as a counterfactual sample is utilized. The findings of this paper make contributions to both environmental governance and pandemic prevention, with relevant guidelines regarding the health and life of the public and governmental behavioral management strategies discussed.

Suggested Citation

  • Xinghua Zhao & Zheng Cheng & Chen Jiang, 2021. "Could Air Quality Get Better during Epidemic Prevention and Control in China? An Analysis Based on Regression Discontinuity Design," Land, MDPI, vol. 10(4), pages 1-16, April.
    • Handle: RePEc:gam:jlands:v:10:y:2021:i:4:p:373-:d:530016
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    References listed on IDEAS

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    1. Guojun He & Yuhang Pan & Takanao Tanaka, 2020. "The short-term impacts of COVID-19 lockdown on urban air pollution in China," Nature Sustainability, Nature, vol. 3(12), pages 1005-1011, December.
    2. Fang, Hanming & Wang, Long & Yang, Yang, 2020. "Human mobility restrictions and the spread of the Novel Coronavirus (2019-nCoV) in China," Journal of Public Economics, Elsevier, vol. 191(C).
    3. Sneha Gautam & Luc Hens, 2020. "SARS-CoV-2 pandemic in India: what might we expect?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(5), pages 3867-3869, June.
    4. Cole, Matthew A. & Elliott, Robert J.R. & Shimamoto, Kenichi, 2005. "Industrial characteristics, environmental regulations and air pollution: an analysis of the UK manufacturing sector," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 121-143, July.
    5. Fu, Shihe & Gu, Yizhen, 2017. "Highway toll and air pollution: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 32-49.
    6. Paolo Bajardi & Chiara Poletto & Jose J Ramasco & Michele Tizzoni & Vittoria Colizza & Alessandro Vespignani, 2011. "Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic," PLOS ONE, Public Library of Science, vol. 6(1), pages 1-8, January.
    7. Douglas Almond & Yuyu Chen & Michael Greenstone & Hongbin Li, 2009. "Winter Heating or Clean Air? Unintended Impacts of China's Huai River Policy," American Economic Review, American Economic Association, vol. 99(2), pages 184-190, May.
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    Cited by:

    1. Yuanyuan Chen & Xinli Ke & Min Min & Yue Zhang & Yaqiang Dai & Lanping Tang, 2022. "Do We Need More Urban Green Space to Alleviate PM 2.5 Pollution? A Case Study in Wuhan, China," Land, MDPI, vol. 11(6), pages 1-16, May.
    2. Beata Bieszk-Stolorz & Krzysztof Dmytrów, 2021. "Impact of Changes to Procedures on the Evaluation of the Effectiveness of Forms of Professional Activation in Poland," Economies, MDPI, vol. 9(2), pages 1-18, June.
    3. Beata Bieszk-Stolorz, 2022. "Impact of Subsidy Programmes on the Development of the Number and Output of RES Micro-Installations in Poland," Energies, MDPI, vol. 15(24), pages 1-14, December.

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