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Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study
OBJECTIVE: The present study aimed to determine the association between chronic exposure to fine particulate matter (PM(2.5)), sociodemographic aspects, and health conditions with COVID-19 mortality in Colombia. METHODS: We performed an ecological study using data at the municipality level. We used...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7688425/ https://www.ncbi.nlm.nih.gov/pubmed/33279185 http://dx.doi.org/10.1016/j.scitotenv.2020.144020 |
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author | Rodriguez-Villamizar, Laura A. Belalcázar-Ceron, Luis Carlos Fernández-Niño, Julián Alfredo Marín-Pineda, Diana Marcela Rojas-Sánchez, Oscar Alberto Acuña-Merchán, Lizbeth Alexandra Ramírez-García, Nathaly Mangones-Matos, Sonia Cecilia Vargas-González, Jorge Mario Herrera-Torres, Julián Agudelo-Castañeda, Dayana Milena Piñeros Jiménez, Juan Gabriel Rojas-Roa, Néstor Y. Herrera-Galindo, Victor Mauricio |
author_facet | Rodriguez-Villamizar, Laura A. Belalcázar-Ceron, Luis Carlos Fernández-Niño, Julián Alfredo Marín-Pineda, Diana Marcela Rojas-Sánchez, Oscar Alberto Acuña-Merchán, Lizbeth Alexandra Ramírez-García, Nathaly Mangones-Matos, Sonia Cecilia Vargas-González, Jorge Mario Herrera-Torres, Julián Agudelo-Castañeda, Dayana Milena Piñeros Jiménez, Juan Gabriel Rojas-Roa, Néstor Y. Herrera-Galindo, Victor Mauricio |
author_sort | Rodriguez-Villamizar, Laura A. |
collection | PubMed |
description | OBJECTIVE: The present study aimed to determine the association between chronic exposure to fine particulate matter (PM(2.5)), sociodemographic aspects, and health conditions with COVID-19 mortality in Colombia. METHODS: We performed an ecological study using data at the municipality level. We used COVID-19 data obtained from government public reports up to and including July 17th, 2020. We defined PM(2.5) long-term exposure as the 2014–2018 average of the estimated concentrations at municipalities obtained from the Copernicus Atmospheric Monitoring Service Reanalysis (CAMSRA) model. We fitted a logit-negative binomial hurdle model for the mortality rate adjusting for sociodemographic and health conditions. RESULTS: Estimated mortality rate ratios (MRR) for long-term average PM(2.5) were not statistically significant in either of the two components of the hurdle model (i.e., the likelihood of reporting at least one death or the count of fatal cases). We found that having 10% or more of the population over 65 years of age (MRR = 3.91 95%CI 2.24–6.81), the poverty index (MRR = 1.03 95%CI 1.01–1.05), and the prevalence of hypertension over 6% (MRR = 1.32 95%CI1.03–1.68) are the main factors associated with death rate at the municipality level. Having higher hospital beds capacity is inversely correlated to mortality. CONCLUSIONS: There was no evidence of an association between long-term exposure to PM(2.5) and COVID-19 mortality rate at the municipality level in Colombia. Demographics, health system capacity, and social conditions did have evidence of an ecological effect on COVID-19 mortality. The use of model-based estimations of long-term PM(2.5) exposure includes an undetermined level of uncertainty in the results, and therefore they should be interpreted as preliminary evidence. |
format | Online Article Text |
id | pubmed-7688425 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76884252020-11-27 Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study Rodriguez-Villamizar, Laura A. Belalcázar-Ceron, Luis Carlos Fernández-Niño, Julián Alfredo Marín-Pineda, Diana Marcela Rojas-Sánchez, Oscar Alberto Acuña-Merchán, Lizbeth Alexandra Ramírez-García, Nathaly Mangones-Matos, Sonia Cecilia Vargas-González, Jorge Mario Herrera-Torres, Julián Agudelo-Castañeda, Dayana Milena Piñeros Jiménez, Juan Gabriel Rojas-Roa, Néstor Y. Herrera-Galindo, Victor Mauricio Sci Total Environ Article OBJECTIVE: The present study aimed to determine the association between chronic exposure to fine particulate matter (PM(2.5)), sociodemographic aspects, and health conditions with COVID-19 mortality in Colombia. METHODS: We performed an ecological study using data at the municipality level. We used COVID-19 data obtained from government public reports up to and including July 17th, 2020. We defined PM(2.5) long-term exposure as the 2014–2018 average of the estimated concentrations at municipalities obtained from the Copernicus Atmospheric Monitoring Service Reanalysis (CAMSRA) model. We fitted a logit-negative binomial hurdle model for the mortality rate adjusting for sociodemographic and health conditions. RESULTS: Estimated mortality rate ratios (MRR) for long-term average PM(2.5) were not statistically significant in either of the two components of the hurdle model (i.e., the likelihood of reporting at least one death or the count of fatal cases). We found that having 10% or more of the population over 65 years of age (MRR = 3.91 95%CI 2.24–6.81), the poverty index (MRR = 1.03 95%CI 1.01–1.05), and the prevalence of hypertension over 6% (MRR = 1.32 95%CI1.03–1.68) are the main factors associated with death rate at the municipality level. Having higher hospital beds capacity is inversely correlated to mortality. CONCLUSIONS: There was no evidence of an association between long-term exposure to PM(2.5) and COVID-19 mortality rate at the municipality level in Colombia. Demographics, health system capacity, and social conditions did have evidence of an ecological effect on COVID-19 mortality. The use of model-based estimations of long-term PM(2.5) exposure includes an undetermined level of uncertainty in the results, and therefore they should be interpreted as preliminary evidence. Elsevier B.V. 2021-02-20 2020-11-26 /pmc/articles/PMC7688425/ /pubmed/33279185 http://dx.doi.org/10.1016/j.scitotenv.2020.144020 Text en © 2020 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Rodriguez-Villamizar, Laura A. Belalcázar-Ceron, Luis Carlos Fernández-Niño, Julián Alfredo Marín-Pineda, Diana Marcela Rojas-Sánchez, Oscar Alberto Acuña-Merchán, Lizbeth Alexandra Ramírez-García, Nathaly Mangones-Matos, Sonia Cecilia Vargas-González, Jorge Mario Herrera-Torres, Julián Agudelo-Castañeda, Dayana Milena Piñeros Jiménez, Juan Gabriel Rojas-Roa, Néstor Y. Herrera-Galindo, Victor Mauricio Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study |
title | Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study |
title_full | Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study |
title_fullStr | Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study |
title_full_unstemmed | Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study |
title_short | Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study |
title_sort | air pollution, sociodemographic and health conditions effects on covid-19 mortality in colombia: an ecological study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7688425/ https://www.ncbi.nlm.nih.gov/pubmed/33279185 http://dx.doi.org/10.1016/j.scitotenv.2020.144020 |
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