ArticlePloS one2020
Simulating the council-specific impact of anti-malaria interventions: A tool to support malaria strategic planning in Tanzania.
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 2 of them syntheses that pooled it.
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Who cites it
27 citing papers in PubMed, 2 syntheses or guidelines pooled it, 48 citations in OpenAlex.
- Utilization of insecticide-treated nets for malaria prevention among children in Africa: a systematic review and meta-analysis.Malaria journal · 2025Pooled it
- Models for malaria control optimization-a systematic review.Malaria journal · 2024Pooled it
- Use of insecticide-treated nets (ITN) and intermittent preventive treatment (IPTp) for malaria prevention and its associated factors among pregnant women in Sub-Sahara Africa.Malaria journal · 2026Article
- Cascades of effectiveness of next-generation insecticide-treated nets against malaria, from entomological trials to real-life conditions.Nature communications · 2025Article
- Spatial distribution of malaria among under-five children and associated factors in Tanzania: a spatial and multilevel analysis.Malaria journal · 2025Article
- Bridging the Gap from Molecular Surveillance to Programmatic Decisions for Malaria Control and Elimination.The American journal of tropical medicine and hygiene · 2025Review
- AnophelesModel: An R package to interface mosquito bionomics, human exposure and intervention effects with models of malaria intervention impact.PLoS computational biology · 2024Article
- Mass Drug Administration: Contextual Factor Considerations.The American journal of tropical medicine and hygiene · 2024Review
- Spatio-temporal modelling of routine health facility data for malaria risk micro-stratification in mainland Tanzania.Scientific reports · 2023Article
- Application of mathematical modelling to inform national malaria intervention planning in Nigeria.Malaria journal · 2023Article
- Women attending antenatal care as a sentinel surveillance population for malaria in Geita region, Tanzania: feasibility and acceptability to women and providers.Malaria journal · 2023Article
- Impact of malaria control interventions on malaria infection and anaemia in low malaria transmission settings: a cross-sectional population-based study in Sudan.BMC infectious diseases · 2022Article
- The use of routine health facility data for micro-stratification of malaria risk in mainland Tanzania.Malaria journal · 2022Article
- Combining school-catchment area models with geostatistical models for analysing school survey data from low-resource settings: Inferential benefits and limitations.Spatial statistics · 2022Article
- Sub-national tailoring of malaria interventions in Mainland Tanzania: simulation of the impact of strata-specific intervention combinations using modelling.Malaria journal · 2022Article
- Evaluating malaria prevalence and land cover across varying transmission intensity in Tanzania using a cross-sectional survey of school-aged children.Malaria journal · 2022Article
- Malaria hospitalisation in East Africa: age, phenotype and transmission intensity.BMC medicine · 2022Article
- Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation.Mathematical biosciences · 2022Article
- Maplaria: a user friendly web-application for spatio-temporal malaria prevalence mapping.Malaria journal · 2021Article
- Impact of malaria control interventions on malaria infection and anaemia in areas with irrigated schemes: a cross-sectional population-based study in Sudan.BMC infectious diseases · 2021Article
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11 authors at 5 institutions in 6 countries.
Funding
Abstract
introductionThe decision-making process for malaria control and elimination strategies has become more challenging. Interventions need to be targeted at council level to allow for changing malaria epidemiology and an increase in the number of possible interventions. Models of malaria dynamics can support this process by simulating potential impacts of multiple interventions in different settings and determining appropriate packages of interventions for meeting specific expected targets.
methodsThe OpenMalaria model of malaria dynamics was calibrated for all 184 councils in mainland Tanzania using data from malaria indicator surveys, school parasitaemia surveys, entomological surveillance, and vector control deployment data. The simulations were run for different transmission intensities per region and five interventions, currently or potentially included in the National Malaria Strategic Plan, individually and in combination. The simulated prevalences were fitted to council specific prevalences derived from geostatistical models to obtain council specific predictions of the prevalence and number of cases between 2017 and 2020. The predictions were used to evaluate in silico the feasibility of the national target of reaching a prevalence of below 1% by 2020, and to suggest alternative intervention stratifications for the country.
resultsThe historical prevalence trend was fitted for each council with an agreement of 87% in 2016 (95%CI: 0.84-0.90) and an agreement of 90% for the historical trend (2003-2016) (95%CI: 0.87-0.93) The current national malaria strategy was expected to reduce the malaria prevalence between 2016 and 2020 on average by 23.8% (95% CI: 19.7%-27.9%) if current case management levels were maintained, and by 52.1% (95% CI: 48.8%-55.3%) if the case management were improved. Insecticide treated nets and case management were the most cost-effective interventions, expected to reduce the prevalence by 25.0% (95% CI: 19.7%-30.2) and to avert 37 million cases between 2017 and 2020. Mass drug administration was included in most councils in the stratification selected for meeting the national target at minimal costs, expected to reduce the prevalence by 77.5% (95%CI: 70.5%-84.5%) and to avert 102 million cases, with almost twice higher costs than those of the current national strategy. In summary, the model suggested that current interventions are not sufficient to reach the national aim of a prevalence of less than 1% by 2020 and a revised strategic plan needs to consider additional, more effective interventions, especially in high transmission areas and that the targets need to be revisited.
conclusionThe methodology reported here is based on intensive interactions with the NMCP and provides a helpful tool for assessing the feasibility of country specific targets and for determining which intervention stratifications at sub-national level will have most impact. This country-led application could support strategic planning of malaria control in many other malaria endemic countries.
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