ArticleeLife2021
Mapping the endemicity and seasonality of clinical malaria for intervention targeting in Haiti using routine case data.
Article in eLife, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Where and why malaria persists in heterogeneous transmission settings: insights from routine health facility data.BMJ global health · 2026Article
- Integrating vulnerability and hazard in malaria risk mapping: the elimination context of Senegal.BMC infectious diseases · 2025Article
- Access and coverage of malaria services in Haiti in the context of elimination: a scoping review of the literature.BMC health services research · 2024Article
- High-resolution spatio-temporal risk mapping for malaria in Namibia: a comprehensive analysis.Malaria journal · 2024Article
- Fine-scale maps of malaria incidence to inform risk stratification in Laos.Malaria journal · 2024Article
- Geospatial analysis of Plasmodium falciparum serological indicators: school versus community sampling in a low-transmission malaria setting.BMC medicine · 2024Article
- Malaria risk stratification in Lao PDR guides program planning in an elimination setting.Scientific reports · 2024Article
- Acceptability, Feasibility, Drug Safety, and Effectiveness of a Pilot Mass Drug Administration with a Single Round of Sulfadoxine-Pyrimethamine Plus Primaquine and Indoor Residual Spraying in Communities with Malaria Transmission in Haiti, 2018.The American journal of tropical medicine and hygiene · 2023Article
- Using antenatal care as a platform for malaria surveillance data collection: study protocol.Malaria journal · 2023Article
- Combining school-catchment area models with geostatistical models for analysing school survey data from low-resource settings: Inferential benefits and limitations.Spatial statistics · 2022Article
- Spatiotemporal mapping of malaria incidence in Sudan using routine surveillance data.Scientific reports · 2022Article
- Improving access to care and community health in Haiti with optimized community health worker placement.PLOS global public health · 2022Article
- Spatial, environmental, and individual associations withFrontiers in cellular and infection microbiology · 2022Article
Corrections and comments
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Authors and funding
22 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Towards the goal of malaria elimination on Hispaniola, the National Malaria Control Program of Haiti and its international partner organisations are conducting a campaign of interventions targeted to high-risk communities prioritised through evidence-based planning. Here we present a key piece of this planning: an up-to-date, fine-scale endemicity map and seasonality profile for Haiti informed by monthly case counts from 771 health facilities reporting from across the country throughout the 6-year period from January 2014 to December 2019. To this end, a novel hierarchical Bayesian modelling framework was developed in which a latent, pixel-level incidence surface with spatio-temporal innovations is linked to the observed case data via a flexible catchment sub-model designed to account for the absence of data on case household locations. These maps have focussed the delivery of indoor residual spraying and focal mass drug administration in the Grand'Anse Department in South-Western Haiti.
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