tetano
Editor, Senior Moderator
Sci Total Environ
. 2020 Nov 26;144020.
doi: 10.1016/j.scitotenv.2020.144020. Online ahead of print.
Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study
Laura A Rodriguez-Villamizar[SUP] 1 [/SUP], Luis Carlos Belalc?zar-Ceron[SUP] 2 [/SUP], Juli?n Alfredo Fern?ndez-Ni?o[SUP] 3 [/SUP], Diana Marcela Mar?n-Pineda[SUP] 4 [/SUP], Oscar Alberto Rojas-S?nchez[SUP] 5 [/SUP], Lizbeth Alexandra Acu?a-Merch?n[SUP] 6 [/SUP], Nathaly Ram?rez-Garc?a[SUP] 6 [/SUP], Sonia Cecilia Mangones-Matos[SUP] 2 [/SUP], Jorge Mario Vargas-Gonz?lez[SUP] 2 [/SUP], Juli?n Herrera-Torres[SUP] 2 [/SUP], Dayana Milena Agudelo-Casta?eda[SUP] 7 [/SUP], Juan Gabriel Pi?eros Jim?nez[SUP] 8 [/SUP], N?stor Y Rojas-Roa[SUP] 2 [/SUP], Victor Mauricio Herrera-Galindo[SUP] 9 [/SUP]
Affiliations
Abstract
Objective: The present study aimed to determine the association between chronic exposure to fine particulate matter (PM[SUB]2.5[/SUB]), 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[SUB]2.5[/SUB] 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[SUB]2.5[/SUB] 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[SUB]2.5[/SUB] 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[SUB]2.5[/SUB] exposure includes an undetermined level of uncertainty in the results, and therefore they should be interpreted as preliminary evidence.
Keywords: Air pollution; COVID-19; Colombia; Coronavirus; Mortality; Particulate matter.
. 2020 Nov 26;144020.
doi: 10.1016/j.scitotenv.2020.144020. Online ahead of print.
Air pollution, sociodemographic and health conditions effects on COVID-19 mortality in Colombia: An ecological study
Laura A Rodriguez-Villamizar[SUP] 1 [/SUP], Luis Carlos Belalc?zar-Ceron[SUP] 2 [/SUP], Juli?n Alfredo Fern?ndez-Ni?o[SUP] 3 [/SUP], Diana Marcela Mar?n-Pineda[SUP] 4 [/SUP], Oscar Alberto Rojas-S?nchez[SUP] 5 [/SUP], Lizbeth Alexandra Acu?a-Merch?n[SUP] 6 [/SUP], Nathaly Ram?rez-Garc?a[SUP] 6 [/SUP], Sonia Cecilia Mangones-Matos[SUP] 2 [/SUP], Jorge Mario Vargas-Gonz?lez[SUP] 2 [/SUP], Juli?n Herrera-Torres[SUP] 2 [/SUP], Dayana Milena Agudelo-Casta?eda[SUP] 7 [/SUP], Juan Gabriel Pi?eros Jim?nez[SUP] 8 [/SUP], N?stor Y Rojas-Roa[SUP] 2 [/SUP], Victor Mauricio Herrera-Galindo[SUP] 9 [/SUP]
Affiliations
- PMID: 33279185
- DOI: 10.1016/j.scitotenv.2020.144020
Abstract
Objective: The present study aimed to determine the association between chronic exposure to fine particulate matter (PM[SUB]2.5[/SUB]), 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[SUB]2.5[/SUB] 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[SUB]2.5[/SUB] 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[SUB]2.5[/SUB] 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[SUB]2.5[/SUB] exposure includes an undetermined level of uncertainty in the results, and therefore they should be interpreted as preliminary evidence.
Keywords: Air pollution; COVID-19; Colombia; Coronavirus; Mortality; Particulate matter.