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The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach

Citations

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Cited by:

  1. Leonardo Biazoli & Ednilson Sebastião Ávila & Izabela Regina Cardoso Oliveira, 2024. "Combining cluster analysis with synthetic control for evaluating economic impacts of the dam breach in Mariana, Brazil," Empirical Economics, Springer, vol. 67(6), pages 2971-2991, December.
  2. Hung-Hao Chang & Chad Meyerhoefer & Feng-An Yang, 2020. "COVID-19 Prevention and Air Pollution in the Absence of a Lockdown," NBER Working Papers 27604, National Bureau of Economic Research, Inc.
  3. Muhammad, Shahbaz & Avik, Sinha & Muhammad Ibrahim, Shah, 2021. "Differential Impacts of US-China Trade War and Outbreak of COVID-19 on Chinese Air Quality," MPRA Paper 110040, University Library of Munich, Germany, revised 2021.
  4. Mónica Amador-Jiménez & Naomi Millner & Charles Palmer & R. Toby Pennington & Lorenzo Sileci, 2020. "The Unintended Impact of Colombia’s Covid-19 Lockdown on Forest Fires," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 1081-1105, August.
  5. Xin Xu & Shupei Huang & Feng An & Ze Wang, 2022. "Changes in Air Quality during the Period of COVID-19 in China," IJERPH, MDPI, vol. 19(23), pages 1-17, December.
  6. Lunyu Xie & Tianhua Zou & Joshua Linn & Haosheng Yan, 2024. "Can Building Subway Systems Improve Air Quality? New Evidence from Multiple Cities and Machine Learning," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(4), pages 1009-1044, April.
  7. Lee, Wang-Sheng & Tran, Trang My & Yu, Lamont Bo, 2023. "Green infrastructure and air pollution: Evidence from highways connecting two megacities in China," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
  8. Augusto Cerqua & Roberta Di Stefano, 2022. "When did coronavirus arrive in Europe?," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 31(1), pages 181-195, March.
  9. Fu, Yifan & Zhong, Shiquan & Ling, Shuai & He, Zhengbing, 2024. "Closing the loophole of vehicle ownership restriction: The impact of non-local vehicle restriction on new vehicle registrations and air pollution," Transportation Research Part A: Policy and Practice, Elsevier, vol. 185(C).
  10. Pekka Malo & Juha Eskelinen & Xun Zhou & Timo Kuosmanen, 2024. "Computing Synthetic Controls Using Bilevel Optimization," Computational Economics, Springer;Society for Computational Economics, vol. 64(2), pages 1113-1136, August.
  11. Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2022. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
  12. Omid Zamani & Craig Chibanda & Janine Pelikan, 2023. "Unraveling the effects of import bans on domestic poultry production: a case study of Senegal," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 11(1), pages 1-25, December.
  13. López-Cazar, Ibeth & Papyrakis, Elissaios & Pellegrini, Lorenzo, 2021. "The Extractive Industries Transparency Initiative (EITI) and corruption in Latin America: Evidence from Colombia, Guatemala, Honduras, Peru, and Trinidad and Tobago," Resources Policy, Elsevier, vol. 70(C).
  14. Florence Bouvet & Roy Bower & Jason C. Jones, 2022. "Currency Devaluation as a Source of Growth in Africa: A Synthetic Control Approach," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 48(3), pages 367-389, June.
  15. Run Tang & Xin Guan & Junfan Zhu & Bo Liu & Zeyu Wang & Fanbao Xie, 2023. "Evaluation of Sustainable City and Old-Age Security Policy Intervention in China," Sustainability, MDPI, vol. 15(7), pages 1-15, April.
  16. Matthew A Cole & Ceren Ozgen & Eric Strobl, 2020. "Air Pollution Exposure and Covid-19," Discussion Papers 20-13, Department of Economics, University of Birmingham.
  17. Blackman, Allen & Bonilla, Jorge A. & Villalobos, Laura, 2023. "Quantifying COVID-19’s silver lining: Avoided deaths from air quality improvements in Bogotá," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
  18. Souknilanh Keola & Kazunobu Hayakawa, 2021. "Do Lockdown Policies Reduce Economic and Social Activities? Evidence from NO2 Emissions," The Developing Economies, Institute of Developing Economies, vol. 59(2), pages 178-205, June.
  19. Cui, Zhiwei & Fu, Xin & Wang, Jianwei & Qiang, Yongjie & Jiang, Ying & Long, Zhiyou, 2022. "How does COVID-19 pandemic impact cities' logistics performance? An evidence from China's highway freight transport," Transport Policy, Elsevier, vol. 120(C), pages 11-22.
  20. Mohan Sarkar & Anupam Das & Sutapa Mukhopadhyay, 2021. "Assessing the immediate impact of COVID-19 lockdown on the air quality of Kolkata and Howrah, West Bengal, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(6), pages 8613-8642, June.
  21. Yu, Lamont Bo & Tran, Trang My & Lee, Wang-Sheng, 2022. "Revitalising the Silk Road: Evidence from Railway Infrastructure Investments in Northwest China," IZA Discussion Papers 15454, Institute of Labor Economics (IZA).
  22. Ammar Javed & Farheen Aamir & Umar Farooq Gohar & Hamid Mukhtar & Muhammad Zia-UI-Haq & Modhi O. Alotaibi & May Nasser Bin-Jumah & Romina Alina Marc (Vlaic) & Oana Lelia Pop, 2021. "The Potential Impact of Smog Spell on Humans’ Health Amid COVID-19 Rages," IJERPH, MDPI, vol. 18(21), pages 1-19, October.
  23. Kuosmanen, Timo & Zhou, Xun & Eskelinen, Juha & Malo, Pekka, 2021. "Design Flaw of the Synthetic Control Method," MPRA Paper 106328, University Library of Munich, Germany.
  24. Alfano, Vincenzo & Cicatiello, Lorenzo & Ercolano, Salvatore, 2023. "Assessing the effectiveness of mandatory outdoor mask policy: The natural experiment of Campania," Economics & Human Biology, Elsevier, vol. 50(C).
  25. Tayarani N., Mohammad-H., 2021. "Applications of artificial intelligence in battling against covid-19: A literature review," Chaos, Solitons & Fractals, Elsevier, vol. 142(C).
  26. Bowen Liu & John R. Bryson & Deniz Sevinc & Matthew A. Cole & Robert J. R. Elliott & Suzanne E. Bartington & William J. Bloss & Zongbo Shi, 2023. "Assessing the Impacts of Birmingham’s Clean Air Zone on Air Quality: Estimates from a Machine Learning and Synthetic Control Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(1), pages 203-231, October.
  27. Matthew A. Cole & Ceren Ozgen & Eric Strobl, 2020. "Air Pollution Exposure and Covid-19 in Dutch Municipalities," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 581-610, August.
  28. Zamani, Omid & Gunarathne, Anoma, 2022. "Could Genetic Improvement Policies Boost Milk Production in Senegal? A Synthetic Control Method," 62nd Annual Conference, Stuttgart, Germany, September 7-9, 2022 329603, German Association of Agricultural Economists (GEWISOLA).
  29. Haotian Zhang & Xiumei Sun & Xueyang Wang & Su Yan, 2022. "Winning the Blue Sky Defense War: Assessing Air Pollution Prevention and Control Action Based on Synthetic Control Method," IJERPH, MDPI, vol. 19(16), pages 1-18, August.
  30. Wu, Jianxin & Zhan, Xiaoling & Xu, Hui & Ma, Chunbo, 2023. "The economic impacts of COVID-19 and city lockdown: Early evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 151-165.
  31. Izabela Sobiech Pellegrini, 2022. "Untimely Reopening? Increase in the Number of New COVID‐19 Cases After Reopening in One Brazilian State," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(4), pages 675-693, August.
  32. Hayakawa, Kazunobu & Keola, Souknilanh, 2021. "How is the Asian economy recovering from COVID-19? Evidence from the emissions of air pollutants," Journal of Asian Economics, Elsevier, vol. 77(C).
  33. Deng, Nana & Wang, Bo & Qiu, Yueming & Liu, Jie & Shi, Han & Zhang, Bin & Wang, Zhaohua, 2022. "The discrepancies in the impacts of COVID-19 lockdowns on electricity consumption in China: Is the short-term pain worth it?," Energy Economics, Elsevier, vol. 114(C).
  34. Veronika Harantová & Ambróz Hájnik & Alica Kalašová, 2020. "Comparison of the Flow Rate and Speed of Vehicles on a Representative Road Section before and after the Implementation of Measures in Connection with COVID-19," Sustainability, MDPI, vol. 12(17), pages 1-17, September.
  35. Xiao Ke & Cheng Hsiao, 2022. "Economic impact of the most drastic lockdown during COVID‐19 pandemic—The experience of Hubei, China," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(1), pages 187-209, January.
  36. Rodríguez-Puello, Gabriel, 2024. "Digging for Trouble? Uncovering the Link Between Mining Booms and Crime," OSF Preprints s8ayp, Center for Open Science.
  37. Hideki Shimada & Kenji Asano & Yu Nagai & Akito Ozawa, 2022. "Assessing the Impact of Offshore Wind Power Deployment on Fishery: A Synthetic Control Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(3), pages 791-829, November.
  38. Duarte, Rosa & García-Riazuelo, Álvaro & Sáez, Luis Antonio & Sarasa, Cristina, 2022. "Economic and territorial integration of renewables in rural areas: Lessons from a long-term perspective," Energy Economics, Elsevier, vol. 110(C).
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