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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. 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.
    4. 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.
    5. Wes Austin & Stefano Carattini & John Gomez Mahecha & Michael Pesko, 2020. "Covid-19 Mortality and Contemporaneous Air Pollution," CESifo Working Paper Series 8609, CESifo.
    6. 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.
    7. 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.
    8. 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.
    9. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    10. Teresa Molina, 2019. "Pollution, Ability, and Gender-Specific Responses to Shocks," CINCH Working Paper Series 1905, Universitaet Duisburg-Essen, Competent in Competition and Health.
    11. 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.
    12. 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.
    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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