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The Beneficial Impacts of COVID-19 Lockdowns on Air Pollution: Evidence from Vietnam

Author

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  • Dang, Hai-Anh H

    (World Bank)

  • Trinh, Trong-Anh

    (Monash University)

Abstract

Little evidence currently exists on the effects of COVID-19 on air quality in poorer countries, where most air pollution-linked deaths occur. We offer the first study that examines the pandemic's impacts on improving air quality in Vietnam, a lower-middle income country with worsening air pollution. Employing the Regression Discontinuity Design method to analyze a rich database that we compile from satellite air pollution data and data from various other sources, we find the concentration of NO2 to decrease by 24 to 32 percent two weeks after the COVID-19 lockdown. While this finding is robust to different measures of air quality and model specifications, the positive effects of the lockdown appear to dissipate after ten weeks. We also find that mobility restrictions are a potential channel for improved air quality. Finally, our back-of-the-envelope calculations suggest that two weeks after the lockdown, the economic gains from better air quality are roughly $0.6 billion US dollars.

Suggested Citation

  • Dang, Hai-Anh H & Trinh, Trong-Anh, 2020. "The Beneficial Impacts of COVID-19 Lockdowns on Air Pollution: Evidence from Vietnam," IZA Discussion Papers 13651, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp13651
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    1. Couch, Kenneth A. & Fairlie, Robert W. & Xu, Huanan, 2020. "The Impacts of COVID-19 on Minority Unemployment: First Evidence from April 2020 CPS Microdata," IZA Discussion Papers 13264, Institute of Labor Economics (IZA).
    2. Brodeur, Abel & Clark, Andrew E. & Fleche, Sarah & Powdthavee, Nattavudh, 2021. "COVID-19, lockdowns and well-being: Evidence from Google Trends," Journal of Public Economics, Elsevier, vol. 193(C).
    3. Coibion, Olivier & Gorodnichenko, Yuriy & Weber, Michael, 2020. "The Cost of the COVID-19 Crisis: Lockdowns, Macroeconomic Expectations, and Consumer Spending," Department of Economics, Working Paper Series qt4jn1x65h, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    4. Isphording, Ingo E. & Pestel, Nico, 2021. "Pandemic meets pollution: Poor air quality increases deaths by COVID-19," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    5. Viet-Phuong La & Thanh-Hang Pham & Manh-Toan Ho & Minh-Hoang Nguyen & Khanh-Linh P. Nguyen & Thu-Trang Vuong & Hong-Kong T. Nguyen & Trung Tran & Quy Khuc & Manh-Tung Ho & Quan-Hoang Vuong, 2020. "Policy Response, Social Media and Science Journalism for the Sustainability of the Public Health System Amid the COVID-19 Outbreak: The Vietnam Lessons," Sustainability, MDPI, vol. 12(7), pages 1-27, April.
    6. Steve Cicala & Stephen P. Holland & Erin T. Mansur & Nicholas Z. Muller & Andrew J. Yates, 2020. "Expected Health Effects of Reduced Air Pollution from COVID-19 Social Distancing," NBER Working Papers 27135, National Bureau of Economic Research, Inc.
    7. Hai-Anh Dang & Toan L.D. Huynh & Manh-Hung Nguyen, 2023. "Does the COVID-19 pandemic disproportionately affect the poor? Evidence from a six-country survey," Journal of Economics and Development, Emerald Group Publishing Limited, vol. 26(1), pages 2-18, December.
    8. David E. Bloom & Michael Kuhn & Klaus Prettner, 2022. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 85-131, March.
    9. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    10. 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.
    11. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    12. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    13. Brodeur, Abel & Cook, Nikolai & Wright, Taylor, 2021. "On the effects of COVID-19 safer-at-home policies on social distancing, car crashes and pollution," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
    14. Manfred Lenzen & Mengyu Li & Arunima Malik & Francesco Pomponi & Ya-Yen Sun & Thomas Wiedmann & Futu Faturay & Jacob Fry & Blanca Gallego & Arne Geschke & Jorge Gómez-Paredes & Keiichiro Kanemoto & St, 2020. "Global socio-economic losses and environmental gains from the Coronavirus pandemic," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-13, July.
    15. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Manipulation testing based on density discontinuity," Stata Journal, StataCorp LP, vol. 18(1), pages 234-261, March.
    16. Dang, Hai-Anh H. & Giang, Long T., 2020. "Turning Vietnam’s COVID-19 Success into Economic Recovery: A Job-Focused Analysis of Individual Assessments on Their Finance and the Economy," GLO Discussion Paper Series 566, Global Labor Organization (GLO).
    17. Dang, Hai-Anh H. & Trinh, Trong-Anh, 2020. "Does the COVID-19 Pandemic Improve Global Air Quality? New Cross-national Evidence on Its Unintended Consequences," GLO Discussion Paper Series 606, Global Labor Organization (GLO).
    18. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
    19. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    20. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    21. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    22. 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.
    23. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    24. Stephen R. Barnes & Louis-Philippe Beland & Jason Huh & Dongwoo Kim, 2020. "The Effect of COVID-19 Lockdown on Mobility and Traffic Accidents: Evidence from Louisiana," Carleton Economic Papers 20-12, Carleton University, Department of Economics.
    25. Matthew A Cole & Ceren Ozgen & Eric Strobl, 2020. "Air Pollution Exposure and Covid-19," Discussion Papers 20-13, Department of Economics, University of Birmingham.
    26. Jesper Akesson & Sam Ashworth-Hayes & Robert Hahn & Robert Metcalfe & Itzhak Rasooly, 2022. "Fatalism, beliefs, and behaviors during the COVID-19 pandemic," Journal of Risk and Uncertainty, Springer, vol. 64(2), pages 147-190, April.
    27. Demena, Binyam Afewerk & Afesorgbor, Sylvanus Kwaku, 2020. "The effect of FDI on environmental emissions: Evidence from a meta-analysis," Energy Policy, Elsevier, vol. 138(C).
    28. Roland Hodler & Paul A. Raschky, 2014. "Regional Favoritism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 995-1033.
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    Cited by:

    1. Dang, Hai-Anh H. & Nguyen, Cuong Viet & Carletto, Calogero, 2023. "Did a successful fight against COVID-19 come at a cost? Impacts of the pandemic on employment outcomes in Vietnam," World Development, Elsevier, vol. 161(C).
    2. Stephen Frimpong & Harriet Frimpong & Alex Barimah Owusu & Isaac Duah Boateng & Benjamin Adjei, 2023. "Livelihood Changes, Spatial Anticontagion Policy Effects, and Structural Resilience of National Food Systems in a Sub-Saharan African Country Context: A Panel Machine Learning Approach," Social Sciences, MDPI, vol. 12(11), pages 1-24, November.
    3. Trinh Q. Long, 2021. "Individual Subjective Well-Being during the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(14), pages 1-18, July.
    4. Hai-Anh Dang & Minh Do, 2022. "COVID-19 Pandemic and the Health and Well-being of Vulnerable People in Vietnam," Working Papers 628, ECINEQ, Society for the Study of Economic Inequality.
    5. Daniel L. Millimet & Christopher F. Parmeter, 2022. "COVID‐19 severity: A new approach to quantifying global cases and deaths," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(3), pages 1178-1215, July.
    6. Camino-Mogro, Segundo, 2020. "Turbulence in startups: Effect of COVID-19 lockdown on creation of new firms and its capital," MPRA Paper 104502, University Library of Munich, Germany.
    7. Lei, Yiyuan & Ozbay, Kaan, 2021. "A robust analysis of the impacts of the stay-at-home policy on taxi and Citi Bike usage: A case study of Manhattan," Transport Policy, Elsevier, vol. 110(C), pages 487-498.

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    More about this item

    Keywords

    Vietnam; mobility restriction; COVID-19; air pollution; RDD;
    All these keywords.

    JEL classification:

    • D00 - Microeconomics - - General - - - General
    • H00 - Public Economics - - General - - - General
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q50 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - General

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