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The independent effect of living in malaria hotspots on future malaria infection: an observational study from Misungwi, Tanzania
BACKGROUND: As malaria transmission declines, continued improvements of prevention and control interventions will increasingly rely on accurate knowledge of risk factors and an ability to define high-risk areas and populations at risk for focal targeting of interventions. This paper explores the ind...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4255924/ https://www.ncbi.nlm.nih.gov/pubmed/25413016 http://dx.doi.org/10.1186/1475-2875-13-445 |
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author | Mosha, Jacklin F Sturrock, Hugh JW Brown, Joelle M Hashim, Ramadhani Kibiki, Gibson Chandramohan, Daniel Gosling, Roland D |
author_facet | Mosha, Jacklin F Sturrock, Hugh JW Brown, Joelle M Hashim, Ramadhani Kibiki, Gibson Chandramohan, Daniel Gosling, Roland D |
author_sort | Mosha, Jacklin F |
collection | PubMed |
description | BACKGROUND: As malaria transmission declines, continued improvements of prevention and control interventions will increasingly rely on accurate knowledge of risk factors and an ability to define high-risk areas and populations at risk for focal targeting of interventions. This paper explores the independent association between living in a hotspot and prospective risk of malaria infection. METHODS: Malaria infection status defined by nPCR and AMA-1 status in year 1 were used to define geographic hotspots using two geospatial statistical methods (SaTScan and Kernel density smoothing). Other malaria risk factors for malaria infection were explored by fitting a multivariable model. RESULTS: This study demonstrated that residing in infection hotspot of malaria transmission is an independent predictor of malaria infection in the future. CONCLUSION: It is likely that targeting such hotspots with better coverage and improved malaria control strategies will result in more cost-efficient uses of resources to move towards malaria elimination. |
format | Online Article Text |
id | pubmed-4255924 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-42559242014-12-05 The independent effect of living in malaria hotspots on future malaria infection: an observational study from Misungwi, Tanzania Mosha, Jacklin F Sturrock, Hugh JW Brown, Joelle M Hashim, Ramadhani Kibiki, Gibson Chandramohan, Daniel Gosling, Roland D Malar J Research BACKGROUND: As malaria transmission declines, continued improvements of prevention and control interventions will increasingly rely on accurate knowledge of risk factors and an ability to define high-risk areas and populations at risk for focal targeting of interventions. This paper explores the independent association between living in a hotspot and prospective risk of malaria infection. METHODS: Malaria infection status defined by nPCR and AMA-1 status in year 1 were used to define geographic hotspots using two geospatial statistical methods (SaTScan and Kernel density smoothing). Other malaria risk factors for malaria infection were explored by fitting a multivariable model. RESULTS: This study demonstrated that residing in infection hotspot of malaria transmission is an independent predictor of malaria infection in the future. CONCLUSION: It is likely that targeting such hotspots with better coverage and improved malaria control strategies will result in more cost-efficient uses of resources to move towards malaria elimination. BioMed Central 2014-11-21 /pmc/articles/PMC4255924/ /pubmed/25413016 http://dx.doi.org/10.1186/1475-2875-13-445 Text en © Mosha et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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 Mosha, Jacklin F Sturrock, Hugh JW Brown, Joelle M Hashim, Ramadhani Kibiki, Gibson Chandramohan, Daniel Gosling, Roland D The independent effect of living in malaria hotspots on future malaria infection: an observational study from Misungwi, Tanzania |
title | The independent effect of living in malaria hotspots on future malaria infection: an observational study from Misungwi, Tanzania |
title_full | The independent effect of living in malaria hotspots on future malaria infection: an observational study from Misungwi, Tanzania |
title_fullStr | The independent effect of living in malaria hotspots on future malaria infection: an observational study from Misungwi, Tanzania |
title_full_unstemmed | The independent effect of living in malaria hotspots on future malaria infection: an observational study from Misungwi, Tanzania |
title_short | The independent effect of living in malaria hotspots on future malaria infection: an observational study from Misungwi, Tanzania |
title_sort | independent effect of living in malaria hotspots on future malaria infection: an observational study from misungwi, tanzania |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4255924/ https://www.ncbi.nlm.nih.gov/pubmed/25413016 http://dx.doi.org/10.1186/1475-2875-13-445 |
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