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The causal effects of long-term PM2.5 exposure on COVID-19 in India

Author

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  • Takahiro Yamada

    (The World Bank)

  • Hiroyuki Yamada

    (Faculty of Economics, Keio University)

  • Muthukumara Mani

    (The World Bank)

Abstract

This study investigates the causal effects of long-term PM2.5 exposure on COVID-19 deaths, fatality rates and cases in India by using an instrumental variables approach based on thermal inversion episodes. The estimation results indicate that a 1% increase in long-term exposure to PM2.5 leads to an increase in COVID-19 deaths by 5.7 percentage points and an increase in the COVID-19 fatality rate by 0.027 percentage points, but this exposure is not necessarily correlated with COVID-19 cases. People with underlying health conditions such as respiratory illness caused by exposure to air pollution might have a higher risk of death following SARS-CoV-2 infection. This finding might also apply to other countries where high levels of air pollution are a critical issue in terms of development and public health.

Suggested Citation

  • Takahiro Yamada & Hiroyuki Yamada & Muthukumara Mani, 2021. "The causal effects of long-term PM2.5 exposure on COVID-19 in India," Keio-IES Discussion Paper Series 2021-002, Institute for Economics Studies, Keio University.
    • Handle: RePEc:keo:dpaper:2021-002
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    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    2. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2019. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," American Economic Review, American Economic Association, vol. 109(12), pages 4178-4219, December.
    3. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    4. Rema Hanna & Esther Duflo & Michael Greenstone, 2016. "Up in Smoke: The Influence of Household Behavior on the Long-Run Impact of Improved Cooking Stoves," American Economic Journal: Economic Policy, American Economic Association, vol. 8(1), pages 80-114, February.
    5. Christopher R. Knittel & Douglas L. Miller & Nicholas J. Sanders, 2016. "Caution, Drivers! Children Present: Traffic, Pollution, and Infant Health," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 350-366, May.
    6. Teresa Molina, 0. "Pollution, Ability, and Gender-Specific Investment Responses to Shocks," Journal of the European Economic Association, European Economic Association, vol. 19(1), pages 580-619.
    7. Wes Austin & Stefano Carattini & John Gomez Mahecha & Michael Pesko, 2020. "COVID-19 Mortality and Contemporaneous Air Pollution," International Center for Public Policy Working Paper Series, at AYSPS, GSU paper2016, International Center for Public Policy, Andrew Young School of Policy Studies, Georgia State University.
    8. Jans, Jenny & Johansson, Per & Nilsson, J. Peter, 2018. "Economic status, air quality, and child health: Evidence from inversion episodes," Journal of Health Economics, Elsevier, vol. 61(C), pages 220-232.
    9. Olivier Deschênes & Michael Greenstone, 2011. "Climate Change, Mortality, and Adaptation: Evidence from Annual Fluctuations in Weather in the US," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 152-185, October.
    10. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    11. Teresa Molina, 2019. "Pollution, Ability, and Gender-Specific Responses to Shocks," CINCH Working Paper Series 1905, Universitaet Duisburg-Essen, Competent in Competition and Health.
    12. Garg, Teevrat & Jagnani, Maulik & Taraz, Vis P., 2017. "Human Capital Costs of Climate Change: Evidence from Test Scores in India," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258018, Agricultural and Applied Economics Association.
    13. Sager, Lutz, 2019. "Estimating the effect of air pollution on road safety using atmospheric temperature inversions," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    14. Matthew A Cole & Ceren Ozgen & Eric Strobl, 2020. "Air Pollution Exposure and Covid-19," Discussion Papers 20-13, Department of Economics, University of Birmingham.
    15. Kurata, Masamitsu & Takahashi, Kazushi & Hibiki, Akira, 2020. "Gender differences in associations of household and ambient air pollution with child health: Evidence from household and satellite-based data in Bangladesh," World Development, Elsevier, vol. 128(C).
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    Cited by:

    1. Jorge A Bonilla & Alejandro Lopez-Feldman & Paula Pereda & Nathaly M. Rivera & J. Cristobal Ruiz-Tagle, 2021. "Long-Term Air Pollution Exposure and COVID-19 Mortality in Latin America," Working Papers, Department of Economics 2021_23, University of São Paulo (FEA-USP), revised 02 Feb 2023.

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    More about this item

    Keywords

    COVID-19; Ambient Air Pollution; Instrumental Variables Approach; Thermal Inversion; India;
    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
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products

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