The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach
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- Matthew A. Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 553-580, August.
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Cited by:
- 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.
- 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.
- 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.
- Amador-Jiménez, Mónica & Millner, Naomi & Palmer, Charles & Pennington, R. Toby & Sileci, Lorenzo, 2020. "The unintended impact of Colombia’s covid-19 lockdown on forest fires," LSE Research Online Documents on Economics 105586, London School of Economics and Political Science, LSE Library.
- Amador-Jiménez, Mónica & Millner, Naomi & Palmer, Charles & Pennington, R. Toby & Sileci, Lorenzo, 2020. "The unintended impact of Colombia's covid-19 lockdown on forest fires," LSE Research Online Documents on Economics 105686, London School of Economics and Political Science, LSE Library.
- Yu, Bo & Tran, Trang & Lee, Wang-Sheng, 2021. "Green Infrastructure and Air Pollution: Evidence from Highways Connecting Two Megacities in China," IZA Discussion Papers 14900, Institute of Labor Economics (IZA).
- 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.
- 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 [Using synthetic controls: Feasibility, data requirements, and methodological aspects],"
Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
- Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2021. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy," Papers 2101.11901, arXiv.org.
- 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.
- Tayarani N., Mohammad-H., 2021. "Applications of artificial intelligence in battling against covid-19: A literature review," Chaos, Solitons & Fractals, Elsevier, vol. 142(C).
- 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).
- 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.
- Cerqua, Augusto & Di Stefano, Roberta, 2020. "When did coronavirus arrive in Europe?," MPRA Paper 102944, University Library of Munich, Germany.
- 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.
- 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.
- 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.
- Kuosmanen, Timo & Zhou, Xun & Eskelinen, Juha & Malo, Pekka, 2021. "Design Flaw of the Synthetic Control Method," MPRA Paper 106328, University Library of Munich, Germany.
- 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).
- 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.
- Matthew A Cole & Ceren Ozgen & Eric Strobl, 2020.
"Air Pollution Exposure and Covid-19,"
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20-13, Department of Economics, University of Birmingham.
- Cole, Matthew A. & Ozgen, Ceren & Strobl, Eric, 2020. "Air Pollution Exposure and COVID-19," IZA Discussion Papers 13367, Institute of Labor Economics (IZA).
- 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.
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More about this item
Keywords
Air pollution; Covid-19; machine learning; synthetic control; health.;All these keywords.
JEL classification:
- Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
- Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects
- I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
- I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2020-05-18 (Big Data)
- NEP-CMP-2020-05-18 (Computational Economics)
- NEP-ENE-2020-05-18 (Energy Economics)
- NEP-ENV-2020-05-18 (Environmental Economics)
- NEP-HEA-2020-05-18 (Health Economics)
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