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Spatio-temporal analysis of small-area intestinal parasites infections in Ghana
Intestinal parasites infection is a major public health burden in low and middle-income countries. In Ghana, it is amongst the top five morbidities. In order to optimize scarce resources, reliable information on its geographical distribution is needed to guide periodic mass drug administration to po...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5610349/ https://www.ncbi.nlm.nih.gov/pubmed/28939818 http://dx.doi.org/10.1038/s41598-017-12397-1 |
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author | Osei, F. B. Stein, A. |
author_facet | Osei, F. B. Stein, A. |
author_sort | Osei, F. B. |
collection | PubMed |
description | Intestinal parasites infection is a major public health burden in low and middle-income countries. In Ghana, it is amongst the top five morbidities. In order to optimize scarce resources, reliable information on its geographical distribution is needed to guide periodic mass drug administration to populations of high risk. We analyzed district level morbidities of intestinal parasites between 2010 and 2014 using exploratory spatial analysis and geostatistics. We found a significantly positive Moran’s Index of spatial autocorrelation for each year, suggesting that adjoining districts have similar risk levels. Using local Moran’s Index, we found high-high clusters extending towards the Guinea and Sudan Savannah ecological zones, whereas low-low clusters extended within the semi-deciduous forest and transitional ecological zones. Variograms indicated that local and regional scale risk factors modulate the variation of intestinal parasites. Poisson kriging maps showed smoothed spatially varied distribution of intestinal parasites risk. These emphasize the need for a follow-up investigation into the exact determining factors modulating the observed patterns. The findings also underscored the potential of exploratory spatial analysis and geostatistics as tools for visualizing the spatial distribution of small area intestinal worms infections. |
format | Online Article Text |
id | pubmed-5610349 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56103492017-10-10 Spatio-temporal analysis of small-area intestinal parasites infections in Ghana Osei, F. B. Stein, A. Sci Rep Article Intestinal parasites infection is a major public health burden in low and middle-income countries. In Ghana, it is amongst the top five morbidities. In order to optimize scarce resources, reliable information on its geographical distribution is needed to guide periodic mass drug administration to populations of high risk. We analyzed district level morbidities of intestinal parasites between 2010 and 2014 using exploratory spatial analysis and geostatistics. We found a significantly positive Moran’s Index of spatial autocorrelation for each year, suggesting that adjoining districts have similar risk levels. Using local Moran’s Index, we found high-high clusters extending towards the Guinea and Sudan Savannah ecological zones, whereas low-low clusters extended within the semi-deciduous forest and transitional ecological zones. Variograms indicated that local and regional scale risk factors modulate the variation of intestinal parasites. Poisson kriging maps showed smoothed spatially varied distribution of intestinal parasites risk. These emphasize the need for a follow-up investigation into the exact determining factors modulating the observed patterns. The findings also underscored the potential of exploratory spatial analysis and geostatistics as tools for visualizing the spatial distribution of small area intestinal worms infections. Nature Publishing Group UK 2017-09-22 /pmc/articles/PMC5610349/ /pubmed/28939818 http://dx.doi.org/10.1038/s41598-017-12397-1 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Osei, F. B. Stein, A. Spatio-temporal analysis of small-area intestinal parasites infections in Ghana |
title | Spatio-temporal analysis of small-area intestinal parasites infections in Ghana |
title_full | Spatio-temporal analysis of small-area intestinal parasites infections in Ghana |
title_fullStr | Spatio-temporal analysis of small-area intestinal parasites infections in Ghana |
title_full_unstemmed | Spatio-temporal analysis of small-area intestinal parasites infections in Ghana |
title_short | Spatio-temporal analysis of small-area intestinal parasites infections in Ghana |
title_sort | spatio-temporal analysis of small-area intestinal parasites infections in ghana |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5610349/ https://www.ncbi.nlm.nih.gov/pubmed/28939818 http://dx.doi.org/10.1038/s41598-017-12397-1 |
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