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Geospatial Overlap of Undernutrition and Tuberculosis in Ethiopia

Undernutrition is a key driver of the global tuberculosis (TB) epidemic, yet there is limited understanding regarding the spatial overlap of both diseases. This study aimed to determine the geographical co-distribution and socio-climatic factors of undernutrition and TB in Ethiopia. Data on undernut...

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Autores principales: Wagnew, Fasil, Alene, Kefyalew Addis, Kelly, Matthew, Gray, Darren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647613/
https://www.ncbi.nlm.nih.gov/pubmed/37947558
http://dx.doi.org/10.3390/ijerph20217000
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author Wagnew, Fasil
Alene, Kefyalew Addis
Kelly, Matthew
Gray, Darren
author_facet Wagnew, Fasil
Alene, Kefyalew Addis
Kelly, Matthew
Gray, Darren
author_sort Wagnew, Fasil
collection PubMed
description Undernutrition is a key driver of the global tuberculosis (TB) epidemic, yet there is limited understanding regarding the spatial overlap of both diseases. This study aimed to determine the geographical co-distribution and socio-climatic factors of undernutrition and TB in Ethiopia. Data on undernutrition were found from the Ethiopian Demographic and Health Survey (EDHS). Data on TB were obtained from the Ethiopia national TB prevalence survey. We applied a geostatistical model using a Bayesian framework to predict the prevalence of undernutrition and TB. Spatial overlap of undernutrition and TB prevalence was detected in the Afar and Somali regions. Population density was associated with the spatial distribution of TB [β: 0.008; 95% CrI: 0.001, 0.014], wasting [β: −0.017; 95% CrI: −0.032, −0.004], underweight [β: −0.02; 95% CrI: −0.031, −0.011], stunting [β: −0.012; 95% CrI: −0.017, −0.006], and adult undernutrition [β: −0.007; 95% CrI: −0.01, −0.005]. Distance to a health facility was associated with the spatial distribution of stunting [β: 0.269; 95% CrI: 0.08, 0.46] and adult undernutrition [β: 0.176; 95% CrI: 0.044, 0.308]. Healthcare access and demographic factors were associated with the spatial distribution of TB and undernutrition. Therefore, geographically targeted service integration may be more effective than nationwide service integration.
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spelling pubmed-106476132023-10-31 Geospatial Overlap of Undernutrition and Tuberculosis in Ethiopia Wagnew, Fasil Alene, Kefyalew Addis Kelly, Matthew Gray, Darren Int J Environ Res Public Health Article Undernutrition is a key driver of the global tuberculosis (TB) epidemic, yet there is limited understanding regarding the spatial overlap of both diseases. This study aimed to determine the geographical co-distribution and socio-climatic factors of undernutrition and TB in Ethiopia. Data on undernutrition were found from the Ethiopian Demographic and Health Survey (EDHS). Data on TB were obtained from the Ethiopia national TB prevalence survey. We applied a geostatistical model using a Bayesian framework to predict the prevalence of undernutrition and TB. Spatial overlap of undernutrition and TB prevalence was detected in the Afar and Somali regions. Population density was associated with the spatial distribution of TB [β: 0.008; 95% CrI: 0.001, 0.014], wasting [β: −0.017; 95% CrI: −0.032, −0.004], underweight [β: −0.02; 95% CrI: −0.031, −0.011], stunting [β: −0.012; 95% CrI: −0.017, −0.006], and adult undernutrition [β: −0.007; 95% CrI: −0.01, −0.005]. Distance to a health facility was associated with the spatial distribution of stunting [β: 0.269; 95% CrI: 0.08, 0.46] and adult undernutrition [β: 0.176; 95% CrI: 0.044, 0.308]. Healthcare access and demographic factors were associated with the spatial distribution of TB and undernutrition. Therefore, geographically targeted service integration may be more effective than nationwide service integration. MDPI 2023-10-31 /pmc/articles/PMC10647613/ /pubmed/37947558 http://dx.doi.org/10.3390/ijerph20217000 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wagnew, Fasil
Alene, Kefyalew Addis
Kelly, Matthew
Gray, Darren
Geospatial Overlap of Undernutrition and Tuberculosis in Ethiopia
title Geospatial Overlap of Undernutrition and Tuberculosis in Ethiopia
title_full Geospatial Overlap of Undernutrition and Tuberculosis in Ethiopia
title_fullStr Geospatial Overlap of Undernutrition and Tuberculosis in Ethiopia
title_full_unstemmed Geospatial Overlap of Undernutrition and Tuberculosis in Ethiopia
title_short Geospatial Overlap of Undernutrition and Tuberculosis in Ethiopia
title_sort geospatial overlap of undernutrition and tuberculosis in ethiopia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647613/
https://www.ncbi.nlm.nih.gov/pubmed/37947558
http://dx.doi.org/10.3390/ijerph20217000
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