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Assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in Burkina Faso
BACKGROUND: Burkina Faso conducted its first nationally representative household malaria survey in 2010/2011. The survey collected among others, information on malaria interventions, treatment choices and malaria parasite prevalence in children aged 6–59 months. METHODS: In this study, Bayesian geos...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4839146/ https://www.ncbi.nlm.nih.gov/pubmed/27098853 http://dx.doi.org/10.1186/s12936-016-1282-x |
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author | Diboulo, Eric Sié, Ali Vounatsou, Penelope |
author_facet | Diboulo, Eric Sié, Ali Vounatsou, Penelope |
author_sort | Diboulo, Eric |
collection | PubMed |
description | BACKGROUND: Burkina Faso conducted its first nationally representative household malaria survey in 2010/2011. The survey collected among others, information on malaria interventions, treatment choices and malaria parasite prevalence in children aged 6–59 months. METHODS: In this study, Bayesian geostatistical models were employed to assess the effects of health interventions related to insecticide-treated bed nets (ITN), indoor residual spray (IRS), artemisinin-based combination therapy (ACT) coverage associated with childhood malaria parasite risk at national and sub-national level, after taking into account geographical disparities of climatic/environmental and socio-economic factors. Several ITN coverage measures were calculated and Bayesian variable selection was used to identify the most important ones. Parasitaemia risk depicting spatial patterns of infections were estimated. RESULTS: The results show that the predicted population-adjusted parasitaemia risk ranges from 4.04 % in Kadiogo province to 82 % in Kompienga province. The effect of ITN coverage was not important at national level; however ITNs have an important protective effect in Ouagadougou as well as in three districts in the western part of the country with high parasitaemia prevalence and low to moderate coverage. There is a large variation in ACT coverage between the districts. Although at national level the ACT effects on parasitaemia risk was not important, at sub-national level 18 districts around Ouagadougou deliver effective treatment. CONCLUSION: The produced maps show great variations in parasitaemia risk across the country and identify the districts where interventions are being effective. These outputs are valuable tools that can help improve malaria control in Burkina Faso. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12936-016-1282-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4839146 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-48391462016-04-22 Assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in Burkina Faso Diboulo, Eric Sié, Ali Vounatsou, Penelope Malar J Research BACKGROUND: Burkina Faso conducted its first nationally representative household malaria survey in 2010/2011. The survey collected among others, information on malaria interventions, treatment choices and malaria parasite prevalence in children aged 6–59 months. METHODS: In this study, Bayesian geostatistical models were employed to assess the effects of health interventions related to insecticide-treated bed nets (ITN), indoor residual spray (IRS), artemisinin-based combination therapy (ACT) coverage associated with childhood malaria parasite risk at national and sub-national level, after taking into account geographical disparities of climatic/environmental and socio-economic factors. Several ITN coverage measures were calculated and Bayesian variable selection was used to identify the most important ones. Parasitaemia risk depicting spatial patterns of infections were estimated. RESULTS: The results show that the predicted population-adjusted parasitaemia risk ranges from 4.04 % in Kadiogo province to 82 % in Kompienga province. The effect of ITN coverage was not important at national level; however ITNs have an important protective effect in Ouagadougou as well as in three districts in the western part of the country with high parasitaemia prevalence and low to moderate coverage. There is a large variation in ACT coverage between the districts. Although at national level the ACT effects on parasitaemia risk was not important, at sub-national level 18 districts around Ouagadougou deliver effective treatment. CONCLUSION: The produced maps show great variations in parasitaemia risk across the country and identify the districts where interventions are being effective. These outputs are valuable tools that can help improve malaria control in Burkina Faso. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12936-016-1282-x) contains supplementary material, which is available to authorized users. BioMed Central 2016-04-21 /pmc/articles/PMC4839146/ /pubmed/27098853 http://dx.doi.org/10.1186/s12936-016-1282-x Text en © Diboulo et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Diboulo, Eric Sié, Ali Vounatsou, Penelope Assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in Burkina Faso |
title | Assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in Burkina Faso |
title_full | Assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in Burkina Faso |
title_fullStr | Assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in Burkina Faso |
title_full_unstemmed | Assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in Burkina Faso |
title_short | Assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in Burkina Faso |
title_sort | assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in burkina faso |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4839146/ https://www.ncbi.nlm.nih.gov/pubmed/27098853 http://dx.doi.org/10.1186/s12936-016-1282-x |
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