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Exploring for Municipality-Level Socioeconomic Variables Related to Zika Virus Incidence in Colombia

Colombia experienced an outbreak of Zika virus infection during September 2015 until July 2016. This study aimed to identify the socioeconomic factors that at the municipality level correlate with this outbreak and therefore could have influenced its incidence. An analysis of publicly available, mun...

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Autores principales: Kellemen, Marie, Ye, Jun, Moreno-Madriñan, Max J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7918893/
https://www.ncbi.nlm.nih.gov/pubmed/33668584
http://dx.doi.org/10.3390/ijerph18041831
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author Kellemen, Marie
Ye, Jun
Moreno-Madriñan, Max J.
author_facet Kellemen, Marie
Ye, Jun
Moreno-Madriñan, Max J.
author_sort Kellemen, Marie
collection PubMed
description Colombia experienced an outbreak of Zika virus infection during September 2015 until July 2016. This study aimed to identify the socioeconomic factors that at the municipality level correlate with this outbreak and therefore could have influenced its incidence. An analysis of publicly available, municipality-aggregated data related to eight potential explanatory socioeconomic variables was conducted. These variables are school dropout, low energy strata, social security system, savings capacity, tax, resources, investment, and debt. The response variable of interest in this study is the number of reported cases of Zika virus infection per people (projected) per square kilometer. Binomial regression models were performed. Results show that the best predictor variables of Zika virus occurrence, assuming an expected inverse relationship with socioeconomic status, are “school”, “energy”, and “savings”. Contrary to expectations, proxies of socioeconomic status such as “investment”, “tax”, and “resources” were associated with an increase in the occurrence of Zika virus infection, while no association was detected for “social security” and “debt”. Energy stratification, school dropout rate, and the percentage of the municipality’s income that is saved conformed to the hypothesized inverse relationship between socioeconomic standing and Zika occurrence. As such, this study suggests these factors should be considered in Zika risk modeling.
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spelling pubmed-79188932021-03-02 Exploring for Municipality-Level Socioeconomic Variables Related to Zika Virus Incidence in Colombia Kellemen, Marie Ye, Jun Moreno-Madriñan, Max J. Int J Environ Res Public Health Article Colombia experienced an outbreak of Zika virus infection during September 2015 until July 2016. This study aimed to identify the socioeconomic factors that at the municipality level correlate with this outbreak and therefore could have influenced its incidence. An analysis of publicly available, municipality-aggregated data related to eight potential explanatory socioeconomic variables was conducted. These variables are school dropout, low energy strata, social security system, savings capacity, tax, resources, investment, and debt. The response variable of interest in this study is the number of reported cases of Zika virus infection per people (projected) per square kilometer. Binomial regression models were performed. Results show that the best predictor variables of Zika virus occurrence, assuming an expected inverse relationship with socioeconomic status, are “school”, “energy”, and “savings”. Contrary to expectations, proxies of socioeconomic status such as “investment”, “tax”, and “resources” were associated with an increase in the occurrence of Zika virus infection, while no association was detected for “social security” and “debt”. Energy stratification, school dropout rate, and the percentage of the municipality’s income that is saved conformed to the hypothesized inverse relationship between socioeconomic standing and Zika occurrence. As such, this study suggests these factors should be considered in Zika risk modeling. MDPI 2021-02-13 2021-02 /pmc/articles/PMC7918893/ /pubmed/33668584 http://dx.doi.org/10.3390/ijerph18041831 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kellemen, Marie
Ye, Jun
Moreno-Madriñan, Max J.
Exploring for Municipality-Level Socioeconomic Variables Related to Zika Virus Incidence in Colombia
title Exploring for Municipality-Level Socioeconomic Variables Related to Zika Virus Incidence in Colombia
title_full Exploring for Municipality-Level Socioeconomic Variables Related to Zika Virus Incidence in Colombia
title_fullStr Exploring for Municipality-Level Socioeconomic Variables Related to Zika Virus Incidence in Colombia
title_full_unstemmed Exploring for Municipality-Level Socioeconomic Variables Related to Zika Virus Incidence in Colombia
title_short Exploring for Municipality-Level Socioeconomic Variables Related to Zika Virus Incidence in Colombia
title_sort exploring for municipality-level socioeconomic variables related to zika virus incidence in colombia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7918893/
https://www.ncbi.nlm.nih.gov/pubmed/33668584
http://dx.doi.org/10.3390/ijerph18041831
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