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Do city lockdowns effectively reduce air pollution?

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Listed:
  • Lin, Weiran
  • He, Qiuqin
  • Xiao, Yuan
  • Yang, Jingwen

Abstract

Severe air pollution remains a problem in developing countries such as India and China owing to unfavourable winter climate conditions that encourage the diffusion of air pollutants. Although city lockdowns can alleviate serious air pollution, they incur significant social costs. This study explored the effect of China's COVID-19 lockdown on air pollution. Machine learning was utilised to eliminate weather-related fluctuations in air pollutant concentrations, and two difference-in-difference models were employed to estimate the effects of general epidemic prevention and enhancement measures on air pollution and evaluate the total impact of city lockdown on air pollutant concentrations. By carefully examining the proportion of these effects in the overall impact, this study analysed the cost-effectiveness of city-level lockdown measures on air pollution. Results indicate that city lockdowns significantly reduced the concentrations of five air pollutants: NO2 (−28.3 %), PM10 (−21.41 %), PM2.5 (−15.83 %), CO (−8.66 %), and SO2 (−4.2 %). The contributions of the enhancement measures are 41.82 % for PM2.5, 42.66 % for PM10, −4.04 % for CO, and 31.83 % for NO2. This suggests that city lockdowns may not be cost-effective compared to general epidemic prevention measures. Thus, this study recommends limited city lockdown measures for severe air pollution, similar to the general epidemic prevention measures.

Suggested Citation

  • Lin, Weiran & He, Qiuqin & Xiao, Yuan & Yang, Jingwen, 2023. "Do city lockdowns effectively reduce air pollution?," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  • Handle: RePEc:eee:tefoso:v:197:y:2023:i:c:s004016252300570x
    DOI: 10.1016/j.techfore.2023.122885
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    References listed on IDEAS

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    1. Xu, Bing & Lin, Weiran & Taqi, Syed Ali, 2020. "The impact of wind and non-wind factors on PM2.5 levels," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    2. Middya, Asif Iqbal & Roy, Sarbani, 2022. "Spatio-temporal variation of Covid-19 health outcomes in India using deep learning based models," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    3. 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.
    4. Kahn, Matthew E. & Sun, Weizeng & Zheng, Siqi, 2022. "Clean air as an experience good in urban China," Ecological Economics, Elsevier, vol. 192(C).
    5. Tuo Zhang & Maogang Tang, 2021. "The Impact of the COVID-19 Pandemic on Ambient Air Quality in China: A Quasi-Difference-in-Difference Approach," IJERPH, MDPI, vol. 18(7), pages 1-19, March.
    6. 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.
    7. Juying Zeng & María Guijarro & Agustín Carrilero-Castillo, 2020. "A regression discontinuity evaluation of the policy effects of environmental regulations," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 33(1), pages 2993-3016, January.
    8. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    Full references (including those not matched with items on IDEAS)

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