IDEAS home Printed from https://ideas.repec.org/p/ags/feemgc/305209.html
   My bibliography  Save this paper

The Effects of Air Pollution on COVID-19 Related Mortality in Northern Italy

Author

Listed:
  • Coker, Eric
  • Cavalli, Laura
  • Fabrizi, Enrico
  • Guastella, Gianni
  • Lippo, Enrico
  • Parisi, Maria Laura
  • Pontarollo, Nicola
  • Rizzati, Massimiliano
  • Varacca, Alessandro
  • Vergalli, Sergio

Abstract

Long-term exposure to ambient air pollutant concentrations is known to cause chronic lung inflammation, a condition that may promote increased severity of COVID-19 syndrome caused by the novel coronavirus (SARS-CoV-2). In this paper, we empirically investigate the ecologic association between long-term concentrations of area-level fine particulate matter (PM2.5) and excess deaths in the first quarter of 2020 in municipalities of Northern Italy. The study accounts for potentially spatial confounding factors related to urbanization that may have influenced the spreading of SARS-CoV-2 and related COVID-19 mortality. Our epidemiological analysis uses geographical information (e.g., municipalities) and negative binomial regression to assess whether both ambient PM2.5 concentration and excess mortality have a similar spatial distribution. Our analysis suggests a positive association of ambient PM2.5 concentration on excess mortality in Northern Italy related to the COVID-19 epidemic. Our estimates suggest that a one-unit increase in PM2.5 concentration (μg/m3) is associated with a 9% (95% confidence interval: 6% - 12%) increase in COVID-19 related mortality.

Suggested Citation

  • Coker, Eric & Cavalli, Laura & Fabrizi, Enrico & Guastella, Gianni & Lippo, Enrico & Parisi, Maria Laura & Pontarollo, Nicola & Rizzati, Massimiliano & Varacca, Alessandro & Vergalli, Sergio, 2020. "The Effects of Air Pollution on COVID-19 Related Mortality in Northern Italy," 2030 Agenda 305209, Fondazione Eni Enrico Mattei (FEEM).
  • Handle: RePEc:ags:feemgc:305209
    DOI: 10.22004/ag.econ.305209
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/305209/files/NDL2020-006.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.305209?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Leonardo Becchetti & Gianluigi Conzo & Pierluigi Conzo & Francesco Salustri, 2020. "Understanding the heterogeneity of COVID-19 deaths and contagions: the role of air pollution and lockdown decisions," Carlo Alberto Notebooks 614, Collegio Carlo Alberto.
    2. Gavin Shaddick & Matthew L. Thomas & Amelia Green & Michael Brauer & Aaron van Donkelaar & Rick Burnett & Howard H. Chang & Aaron Cohen & Rita Van Dingenen & Carlos Dora & Sophie Gumy & Yang Liu & Ran, 2018. "Data integration model for air quality: a hierarchical approach to the global estimation of exposures to ambient air pollution," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 67(1), pages 231-253, January.
    3. Goutte, Stéphane & Péran, Thomas & Porcher, Thomas, 2020. "The role of economic structural factors in determining pandemic mortality rates: Evidence from the COVID-19 outbreak in France," Research in International Business and Finance, Elsevier, vol. 54(C).
    4. Matthew A Cole & Ceren Ozgen & Eric Strobl, 2020. "Air Pollution Exposure and Covid-19," Discussion Papers 20-13, Department of Economics, University of Birmingham.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nishant Gupta & Virendra Kumar Yadav & Amel Gacem & M. Al-Dossari & Krishna Kumar Yadav & N. S. Abd El-Gawaad & Nidhal Ben Khedher & Nisha Choudhary & Pankaj Kumar & Simona Cavalu, 2022. "Deleterious Effect of Air Pollution on Human Microbial Community and Bacterial Flora: A Short Review," IJERPH, MDPI, vol. 19(23), pages 1-16, November.
    2. Milad Mousazadeh & Biswaranjan Paital & Zohreh Naghdali & Zohreh Mortezania & Marjan Hashemi & Elnaz Karamati Niaragh & Mohammad Aghababaei & Melika Ghorbankhani & Eric Lichtfouse & Mika Sillanpää & K, 2021. "Positive environmental effects of the coronavirus 2020 episode: a review," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(9), pages 12738-12760, September.
    3. Marion Davin & Mouez Fodha & Thomas Seegmuller, 2023. "Environment, public debt, and epidemics," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 25(6), pages 1270-1303, December.
    4. Sanaullah Panezai & Ubaid Ali & Alam Zeb & Muhammad Rafiq & Ayat Ullah & Shahab E. Saqib, 2021. "Quantifying the Health and Wealth Benefits of Reducing Point Source Pollution: The Case of the Sugar Industry in Pakistan," Sustainability, MDPI, vol. 13(23), pages 1-14, November.
    5. Borsati, Mattia & Nocera, Silvio & Percoco, Marco, 2022. "Questioning the spatial association between the initial spread of COVID-19 and transit usage in Italy," Research in Transportation Economics, Elsevier, vol. 95(C).
    6. Marion Davin & Mouez Fodha & Thomas Seegmuller, 2021. "Environment, public debt and epidemics," AMSE Working Papers 2128, Aix-Marseille School of Economics, France.
    7. Luca Di Gialleonardo & Mauro Marè & Antonello Motroni & Francesco Porcelli, 2020. "Family Ties and the Pandemic: Some Evidence from Sars-CoV-2," Working papers 100, Società Italiana di Economia Pubblica.
    8. Pérez-Martínez, P.J. & Dunck, J.A. & de Assunção, J.V. & Connerton, P. & Slovic, A.D. & Ribeiro, H. & Miranda, R.M., 2022. "Long-term commuting times and air quality relationship to COVID-19 in São Paulo," Journal of Transport Geography, Elsevier, vol. 101(C).
    9. Marcos Díaz Ramírez & Paolo Veneri & Alexander C. Lembcke, 2022. "Where did it hit harder? Understanding the geography of excess mortality during the COVID‐19 pandemic," Journal of Regional Science, Wiley Blackwell, vol. 62(3), pages 889-908, June.
    10. Abdullah Addas & Ahmad Maghrabi, 2021. "The Impact of COVID-19 Lockdowns on Air Quality—A Global Review," Sustainability, MDPI, vol. 13(18), pages 1-31, September.
    11. 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.
    12. Murtaza Mohammadi & John Calautit, 2021. "Impact of Ventilation Strategy on the Transmission of Outdoor Pollutants into Indoor Environment Using CFD," Sustainability, MDPI, vol. 13(18), pages 1-18, September.
    13. Marco Quatrosi, 2020. "Analysis of monthly CO2 emission trends for major EU Countries: a time series approach," SEEDS Working Papers 1520, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Nov 2020.
    14. Berta, Paolo & Bratti, Massimiliano & Fiorio, Carlo V. & Pisoni, Enrico & Verzillo, Stefano, 2021. "Administrative Border Effects in COVID-19 Related Mortality," IZA Discussion Papers 14930, Institute of Labor Economics (IZA).
    15. Hannah Howland & Vadim Keyser, 2023. "Built environment as interface: a relation-based framework for the intersections between built, biotic, social, and health processes during COVID-19 and beyond," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-20, December.
    16. Zhanhang Zhou & Linjian Cao & Kuokuo Zhao & Dongliang Li & Ci Ding, 2021. "Spatio-Temporal Effects of Multi-Dimensional Urbanization on Carbon Emission Efficiency: Analysis Based on Panel Data of 283 Cities in China," IJERPH, MDPI, vol. 18(23), pages 1-20, December.
    17. Brandon Michael Taylor & Michael Ash & Lawrence Peter King, 2022. "Initially High Correlation between Air Pollution and COVID-19 Mortality Declined to Zero as the Pandemic Progressed: There Is No Evidence for a Causal Link between Air Pollution and COVID-19 Vulnerabi," IJERPH, MDPI, vol. 19(16), pages 1-9, August.
    18. Murtaza Mohammadi & John Calautit, 2022. "Quantifying the Transmission of Outdoor Pollutants into the Indoor Environment and Vice Versa—Review of Influencing Factors, Methods, Challenges and Future Direction," Sustainability, MDPI, vol. 14(17), pages 1-27, August.
    19. Liu, Ziheng & Chen, Xi & Lu, Qinan, 2023. "Blowin' in the Wind of an Invisible Killer: Long-Term Exposure to Ozone and Respiratory Mortality in the United States," IZA Discussion Papers 15981, Institute of Labor Economics (IZA).
    20. Becchetti, Leonardo & Beccari, Gabriele & Conzo, Gianluigi & Conzo, Pierluigi & De Santis, Davide & Salustri, Francesco, 2022. "Particulate matter and COVID-19 excess deaths: Decomposing long-term exposure and short-term effects," Ecological Economics, Elsevier, vol. 194(C).
    21. Feng Wang & Xing Ge & Danwen Huang, 2022. "Government Intervention, Human Mobility, and COVID-19: A Causal Pathway Analysis from 121 Countries," Sustainability, MDPI, vol. 14(6), pages 1-26, March.
    22. Cappelli, Federica & Guastella, Gianni & Pareglio, Stefano, 2021. "Urban Sprawl and Air Quality in European Cities: an Empirical Assessment," FEEM Working Papers 309920, Fondazione Eni Enrico Mattei (FEEM).
    23. Hui Sun & Chunhui Liu & Jiaxing Wei, 2021. "Identifying Key Sites of Green Infrastructure to Support Ecological Restoration in the Urban Agglomeration," Land, MDPI, vol. 10(11), pages 1-13, November.
    24. Jeffrey D Sachs & Salim Abdool Karim & Lara Aknin & Joseph Allen & Kirsten Brosbol & Gabriela Cuevas Barron & Peter Daszak & María Fernanda Espinosa & Vitor Gaspar & Alejandro Gaviria & Andy Haines, 2020. "Lancet COVID-19 Commission Statement on the occasion of the 75th session of the UN General Assembly," DEOS Working Papers 2032, Athens University of Economics and Business.
    25. Macarena Valdés Salgado & Pamela Smith & Mariel A. Opazo & Nicolás Huneeus, 2021. "Long-Term Exposure to Fine and Coarse Particulate Matter and COVID-19 Incidence and Mortality Rate in Chile during 2020," IJERPH, MDPI, vol. 18(14), pages 1-12, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Marion Davin & Mouez Fodha & Thomas Seegmuller, 2021. "Environment, public debt and epidemics," AMSE Working Papers 2128, Aix-Marseille School of Economics, France.
    2. Brandily, Paul & Brébion, Clément & Briole, Simon & Khoury, Laura, 2021. "A poorly understood disease? The impact of COVID-19 on the income gradient in mortality over the course of the pandemic," European Economic Review, Elsevier, vol. 140(C).
    3. Xiaoyu Xiong & Benjamin D. Youngman & Theodoros Economou, 2021. "Data fusion with Gaussian processes for estimation of environmental hazard events," Environmetrics, John Wiley & Sons, Ltd., vol. 32(3), May.
    4. 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).
    5. Zhao-Yue Chen & Hervé Petetin & Raúl Fernando Méndez Turrubiates & Hicham Achebak & Carlos Pérez García-Pando & Joan Ballester, 2024. "Population exposure to multiple air pollutants and its compound episodes in Europe," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    6. Syed Abul Basher & A. K. Enamul Haque, 2021. "Public policy lessons from the Covid-19 outbreak: How to deal with it in the post-pandemic world?," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 23(2), pages 234-247, September.
    7. C. Forlani & S. Bhatt & M. Cameletti & E. Krainski & M. Blangiardo, 2020. "A joint Bayesian space–time model to integrate spatially misaligned air pollution data in R‐INLA," Environmetrics, John Wiley & Sons, Ltd., vol. 31(8), December.
    8. Oliver Stoner & Gavin Shaddick & Theo Economou & Sophie Gumy & Jessica Lewis & Itzel Lucio & Giulia Ruggeri & Heather Adair‐Rohani, 2020. "Global household energy model: a multivariate hierarchical approach to estimating trends in the use of polluting and clean fuels for cooking," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(4), pages 815-839, August.
    9. Jill Furzer & Boriana Miloucheva, 2020. "The Long Arm of the Clean Air Act: Pollution Abatement and COVID-19 Racial Disparities," Working Papers tecipa-668, University of Toronto, Department of Economics.
    10. Alexander Kreuzer & Luciana Dalla Valle & Claudia Czado, 2022. "A Bayesian non‐linear state space copula model for air pollution in Beijing," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(3), pages 613-638, June.
    11. Rolando Fuentes & Marzio Galeotti & Alessandro Lanza & Baltasar Manzano, 2020. "COVID-19 and Climate Change: A Tale of Two Global Problems," Sustainability, MDPI, vol. 12(20), pages 1-14, October.
    12. 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.
    13. Hai-Anh H. Dang & Trong-Anh Trinh, 2022. "The Beneficial Impacts of COVID-19 Lockdowns on Air Pollution: Evidence from Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 58(10), pages 1917-1933, October.
    14. Dang, Hai-Anh H. & Trinh, Trong-Anh, 2021. "Does the COVID-19 lockdown improve global air quality? New cross-national evidence on its unintended consequences," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    15. Marion Davin & Mouez Fodha & Thomas Seegmuller, 2023. "Environment, public debt, and epidemics," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 25(6), pages 1270-1303, December.
    16. Menon, Nidhiya, 2021. "Does BMI predict the early spatial variation and intensity of Covid-19 in developing countries? Evidence from India," Economics & Human Biology, Elsevier, vol. 41(C).
    17. Sun, Jianing & Zhou, Tao & Wang, Di, 2022. "Relationships between urban form and air quality: A reconsideration based on evidence from China’s five urban agglomerations during the COVID-19 pandemic," Land Use Policy, Elsevier, vol. 118(C).
    18. Euijune Kim & Dongyeong Jin & Hojune Lee & Min Jiang, 2023. "The economic damage of COVID-19 on regional economies: an application of a spatial computable general equilibrium model to South Korea," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 71(1), pages 243-268, August.
    19. Brandily, Paul & Brébion, Clément & Briole, Simon & Khoury, Laura, 2020. "A Poorly Understood Disease? The Unequal Distribution of Excess Mortality Due to COVID-19 Across French Municipalities," Discussion Paper Series in Economics 15/2020, Norwegian School of Economics, Department of Economics.
    20. 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).

    More about this item

    Keywords

    Health Economics and Policy;

    JEL classification:

    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:feemgc:305209. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/feemmit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.