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The contribution of malaria control interventions on spatio-temporal changes of parasitaemia risk in Uganda during 2009–2014

BACKGROUND: In Uganda, malaria vector control interventions and case management with Artemisinin Combination Therapies (ACTs) have been scaled up over the last few years as a result of increased funding. Data on parasitaemia prevalence among children less than 5 years old and coverage of interventio...

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Autores principales: Ssempiira, Julius, Nambuusi, Betty, Kissa, John, Agaba, Bosco, Makumbi, Fredrick, Kasasa, Simon, Vounatsou, Penelope
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5622426/
https://www.ncbi.nlm.nih.gov/pubmed/28964263
http://dx.doi.org/10.1186/s13071-017-2393-0
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author Ssempiira, Julius
Nambuusi, Betty
Kissa, John
Agaba, Bosco
Makumbi, Fredrick
Kasasa, Simon
Vounatsou, Penelope
author_facet Ssempiira, Julius
Nambuusi, Betty
Kissa, John
Agaba, Bosco
Makumbi, Fredrick
Kasasa, Simon
Vounatsou, Penelope
author_sort Ssempiira, Julius
collection PubMed
description BACKGROUND: In Uganda, malaria vector control interventions and case management with Artemisinin Combination Therapies (ACTs) have been scaled up over the last few years as a result of increased funding. Data on parasitaemia prevalence among children less than 5 years old and coverage of interventions was collected during the first two Malaria Indicator Surveys (MIS) conducted in 2009 and 2014, respectively. In this study, we quantify the effects of control interventions on parasitaemia risk changes between the two MIS in a spatio-temporal analysis. METHODS: Bayesian geostatistical and temporal models were fitted on the MIS data of 2009 and 2014. The models took into account geographical misalignment in the locations of the two surveys and adjusted for climatic changes and socio-economic differentials. Parasitaemia risk was predicted over a 2 × 2 km(2) grid and the number of infected children less than 5 years old was estimated. Geostatistical variable selection was applied to identify the most important ITN coverage indicators. A spatially varying coefficient model was used to estimate intervention effects at sub-national level. RESULTS: The coverage of Insecticide Treated Nets (ITNs) and ACTs more than doubled at country and sub-national levels during the period 2009–2014. The coverage of Indoor Residual Spraying (IRS) remained static at all levels. ITNs, IRS, and ACTs were associated with a reduction in parasitaemia odds of 19% (95% BCI: 18–29%), 78% (95% BCI: 67–84%), and 34% (95% BCI: 28–66%), respectively. Intervention effects varied with region. Higher socio-economic status and living in urban areas were associated with parasitaemia odds reduction of 46% (95% BCI: 0.51–0.57) and 57% (95% BCI: 0.40–0.53), respectively. The probability of parasitaemia risk decline in the country was 85% and varied from 70% in the North-East region to 100% in Kampala region. The estimated number of children infected with malaria declined from 2,480,373 in 2009 to 825,636 in 2014. CONCLUSIONS: Interventions have had a strong effect on the decline of parasitaemia risk in Uganda during 2009–2014, albeit with varying magnitude in the regions. This success should be sustained by optimizing ITN coverage to achieve universal coverage. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi: 10.1186/s13071-017-2393-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-56224262017-10-11 The contribution of malaria control interventions on spatio-temporal changes of parasitaemia risk in Uganda during 2009–2014 Ssempiira, Julius Nambuusi, Betty Kissa, John Agaba, Bosco Makumbi, Fredrick Kasasa, Simon Vounatsou, Penelope Parasit Vectors Research BACKGROUND: In Uganda, malaria vector control interventions and case management with Artemisinin Combination Therapies (ACTs) have been scaled up over the last few years as a result of increased funding. Data on parasitaemia prevalence among children less than 5 years old and coverage of interventions was collected during the first two Malaria Indicator Surveys (MIS) conducted in 2009 and 2014, respectively. In this study, we quantify the effects of control interventions on parasitaemia risk changes between the two MIS in a spatio-temporal analysis. METHODS: Bayesian geostatistical and temporal models were fitted on the MIS data of 2009 and 2014. The models took into account geographical misalignment in the locations of the two surveys and adjusted for climatic changes and socio-economic differentials. Parasitaemia risk was predicted over a 2 × 2 km(2) grid and the number of infected children less than 5 years old was estimated. Geostatistical variable selection was applied to identify the most important ITN coverage indicators. A spatially varying coefficient model was used to estimate intervention effects at sub-national level. RESULTS: The coverage of Insecticide Treated Nets (ITNs) and ACTs more than doubled at country and sub-national levels during the period 2009–2014. The coverage of Indoor Residual Spraying (IRS) remained static at all levels. ITNs, IRS, and ACTs were associated with a reduction in parasitaemia odds of 19% (95% BCI: 18–29%), 78% (95% BCI: 67–84%), and 34% (95% BCI: 28–66%), respectively. Intervention effects varied with region. Higher socio-economic status and living in urban areas were associated with parasitaemia odds reduction of 46% (95% BCI: 0.51–0.57) and 57% (95% BCI: 0.40–0.53), respectively. The probability of parasitaemia risk decline in the country was 85% and varied from 70% in the North-East region to 100% in Kampala region. The estimated number of children infected with malaria declined from 2,480,373 in 2009 to 825,636 in 2014. CONCLUSIONS: Interventions have had a strong effect on the decline of parasitaemia risk in Uganda during 2009–2014, albeit with varying magnitude in the regions. This success should be sustained by optimizing ITN coverage to achieve universal coverage. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi: 10.1186/s13071-017-2393-0) contains supplementary material, which is available to authorized users. BioMed Central 2017-09-30 /pmc/articles/PMC5622426/ /pubmed/28964263 http://dx.doi.org/10.1186/s13071-017-2393-0 Text en © The Author(s). 2017 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
Ssempiira, Julius
Nambuusi, Betty
Kissa, John
Agaba, Bosco
Makumbi, Fredrick
Kasasa, Simon
Vounatsou, Penelope
The contribution of malaria control interventions on spatio-temporal changes of parasitaemia risk in Uganda during 2009–2014
title The contribution of malaria control interventions on spatio-temporal changes of parasitaemia risk in Uganda during 2009–2014
title_full The contribution of malaria control interventions on spatio-temporal changes of parasitaemia risk in Uganda during 2009–2014
title_fullStr The contribution of malaria control interventions on spatio-temporal changes of parasitaemia risk in Uganda during 2009–2014
title_full_unstemmed The contribution of malaria control interventions on spatio-temporal changes of parasitaemia risk in Uganda during 2009–2014
title_short The contribution of malaria control interventions on spatio-temporal changes of parasitaemia risk in Uganda during 2009–2014
title_sort contribution of malaria control interventions on spatio-temporal changes of parasitaemia risk in uganda during 2009–2014
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5622426/
https://www.ncbi.nlm.nih.gov/pubmed/28964263
http://dx.doi.org/10.1186/s13071-017-2393-0
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