ArticleParasites & vectors2017
Household level spatio-temporal analysis of Plasmodium falciparum and Plasmodium vivax malaria in Ethiopia.
Article in Parasites & vectors, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.
- Spatial and spatio-temporal methods for mapping malaria risk: a systematic review.BMJ global health · 2020Pooled it
- Spatiotemporal clustering of malaria in southern-central Ethiopia: A community-based cohort study.PloS one · 2019Trial
- Rural-Urban Migration and Low-Transmission Endemicity of Malaria in Sub-Saharan Africa: A Statistical Inference Approach to Uncover Possible Mechanisms.Journal of epidemiology and global health · 2026Article
- Asymptomatic Plasmodium falciparum infections and determinants of carriage in a seasonal malaria chemoprevention setting in Northern Cameroon and south Senegal (Kedougou).Malaria journal · 2024Article
- A novel method to select time-varying multivariate time series models for the surveillance of infectious diseases.BMC infectious diseases · 2024Article
- Article
- Bayesian spatio-temporal analysis of malaria prevalence in children between 2 and 10 years of age in Gabon.Malaria journal · 2024Article
- Space-time modelling of monthly malaria incidence for seasonal associated drivers and early epidemic detection in Southern Ethiopia.Malaria journal · 2023Article
- The spatial signature of Plasmodium vivax and Plasmodium falciparum infections: quantifying the clustering of infections in cross-sectional surveys and cohort studies.Malaria journal · 2023Article
- AsymptomaticJournal of tropical medicine · 2023Article
- Detection of temporal, spatial and spatiotemporal clustering of malaria incidence in northwest Ethiopia, 2012-2020.Scientific reports · 2022Article
- Spatial Distribution of Plasmodium falciparum and Plasmodium vivax in Northern Ethiopia by Microscopic, Rapid Diagnostic Test, Laboratory Antibody, and Antigen Data.The Journal of infectious diseases · 2022Article
- Trends of Malaria Prevalence in Selected Districts of Kaffa Zone, Southwest Ethiopia.Journal of tropical medicine · 2022Article
- Investigating differences in village-level heterogeneity of malaria infection and household risk factors in Papua New Guinea.Scientific reports · 2021Article
- Malaria hotspots explained from the perspective of ecological theory underlying insect foraging.Scientific reports · 2020Article
- Presence of additional Plasmodium vivax malaria in Duffy negative individuals from Southwestern Nigeria.Malaria journal · 2020Article
- Innovation to impact in spatial epidemiology.BMC medicine · 2018Article
- Long-Lasting Insecticide Net Ownership, Access and Use in Southwest Ethiopia: A Community-Based Cross-Sectional Study.International journal of environmental research and public health · 2017Article
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe global decline of malaria burden and goals for elimination has led to an increased interest in the fine-scale epidemiology of malaria. Micro-geographic heterogeneity of malaria infection could have implications for designing targeted small-area interventions.
methodsTwo-year longitudinal cohort study data were used to explore the spatial and spatio-temporal distribution of malaria episodes in 2040 children aged < 10 years in 16 villages near the Gilgel-Gibe hydropower dam in Southwest Ethiopia. All selected households (HHs) were geo-referenced, and children were followed up through weekly house-to-house visits for two consecutive years to identify febrile episodes of P. falciparum and P. vivax infections. After confirming the spatial dependence of malaria episodes with Ripley's K function, SatScan
resultsIn total, 685 P. falciparum episodes (in 492 HHs) and 385 P. vivax episodes (in 290 HHs) were identified, representing respectively incidence rates of 14.6 (95% CI: 13.4-15.6) and 8.2 (95% CI: 7.3-9.1) per 1000 child-months at risk. In year 1, the most likely (128 HHs with 63 episodes, RR = 2.1) and secondary (15 HHs with 12 episodes, RR = 5.31) clusters of P. vivax incidence were found respectively in southern and north-western villages; while in year 2, the most likely cluster was located only in north-western villages (85 HHs with 16 episodes, RR = 4.4). Instead, most likely spatial clusters of P. falciparum incidence were consistently located in villages south of the dam in both years: year 1 (167 HHs with 81 episodes, RR = 1.8) and year 2 (133 HHs with 67 episodes, RR = 2.2). Space-time clusters in southern villages for P. vivax were found in August-November 2008 in year 1 and between November 2009 and February 2010 in year 2; while for P. falciparum, they were found in September-November 2008 in year 1 and October-November 2009 in year 2.
conclusionHotspots of P. falciparum incidence in children were more stable at the geographical level and over time compared to those of P. vivax incidence during the study period.
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