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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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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. |
format | Online Article Text |
id | pubmed-5622426 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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