ArticlePLoS neglected tropical diseases2015
Bayesian geostatistical model-based estimates of soil-transmitted helminth infection in Nigeria, including annual deworming requirements.
Article in PLoS neglected tropical diseases, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 2 of them syntheses that pooled it.
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Who cites it
30 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Prevalence and distribution of soil-transmitted helminth infections in Nigerian children: a systematic review and meta-analysis.Infectious diseases of poverty · 2018Pooled it
- Parasites of importance for human health on edible fruits and vegetables in Nigeria: a systematic review and meta-analysis of published data.Pathogens and global health · 2018Pooled it
- The impact of Worms and Ladders, an innovative health educational board game on Soil-Transmitted Helminthiasis control in Abeokuta, Southwest Nigeria.PLoS neglected tropical diseases · 2020Trial
- An intuitive sampling framework for setting-specific decision-making in soil-transmitted helminthiasis control programs.PLoS neglected tropical diseases · 2026Article
- Updating the Endemicity Map of Soil-Transmitted Helminthiasis in Ten Local Government Areas of Ondo State, Southwestern Nigeria.Tropical medicine and infectious disease · 2026Article
- Co-morbidity of malaria and soil-transmitted helminths in Nigeria: a joint Bayesian modelling approach.Infectious diseases of poverty · 2025Article
- Spatiotemporal analysis of schistosomiasis and soil-transmitted helminth distribution in three highly endemic provinces in Angola.PLoS neglected tropical diseases · 2025Article
- Knowledge, attitudes and preventive practices towards soil-transmitted helminthiases among teachers in schools implementing the home-grown school feeding program in Enugu Metropolis, Enugu State, Nigeria.BMC public health · 2024Article
- Understanding the impact of covariates on the classification of implementation units for soil-transmitted helminths control: a case study from Kenya.BMC medical research methodology · 2024Article
- Community-based prevalence, intensity and risk factors associated with soil-transmitted helminthiases and intestinal schistosomiasis in Apojola, Ogun state, southwest Nigeria.BMC infectious diseases · 2024Article
- Article
- Geostatistical analysis of active human cysticercosis: Results of a large-scale study in 60 villages in Burkina Faso.PLoS neglected tropical diseases · 2023Article
- Selected micronutrient status of school-aged children at risk ofAfrican journal of laboratory medicine · 2023Article
- Feature importance: Opening a soil-transmitted helminth machine learning model via SHAP.Infectious Disease Modelling · 2022Article
- Estimating the population at risk with soil transmitted helminthiasis and annual drug requirements for preventive chemotherapy in Ogun State, Nigeria.Scientific reports · 2022Article
- Environmental characteristics around the household and their association with hookworm infection in rural communities from Bahir Dar, Amhara Region, Ethiopia.PLoS neglected tropical diseases · 2021Article
- Edaphic and climatic factors influence on the distribution of soil transmitted helminths in Kogi East, Nigeria.Scientific reports · 2021Article
- A Scoping Review of Spatial Analysis Approaches Using Health Survey Data in Sub-Saharan Africa.International journal of environmental research and public health · 2020Article
- Risk map development for soil-transmitted helminth infections in Argentina.PLoS neglected tropical diseases · 2020Article
- Distribution of ascariasis, trichuriasis and hookworm infections in Ogun State, Southwestern Nigeria.PloS one · 2020Article
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13 authors.
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Abstract
backgroundThe acceleration of the control of soil-transmitted helminth (STH) infections in Nigeria, emphasizing preventive chemotherapy, has become imperative in light of the global fight against neglected tropical diseases. Predictive risk maps are an important tool to guide and support control activities. METHODOLOGY: STH infection prevalence data were obtained from surveys carried out in 2011 using standard protocols. Data were geo-referenced and collated in a nationwide, geographic information system database. Bayesian geostatistical models with remotely sensed environmental covariates and variable selection procedures were utilized to predict the spatial distribution of STH infections in Nigeria. PRINCIPAL
findingsWe found that hookworm, Ascaris lumbricoides, and Trichuris trichiura infections are endemic in 482 (86.8%), 305 (55.0%), and 55 (9.9%) locations, respectively. Hookworm and A. lumbricoides infection co-exist in 16 states, while the three species are co-endemic in 12 states. Overall, STHs are endemic in 20 of the 36 states of Nigeria, including the Federal Capital Territory of Abuja. The observed prevalence at endemic locations ranged from 1.7% to 51.7% for hookworm, from 1.6% to 77.8% for A. lumbricoides, and from 1.0% to 25.5% for T. trichiura. Model-based predictions ranged from 0.7% to 51.0% for hookworm, from 0.1% to 82.6% for A. lumbricoides, and from 0.0% to 18.5% for T. trichiura. Our models suggest that day land surface temperature and dense vegetation are important predictors of the spatial distribution of STH infection in Nigeria. In 2011, a total of 5.7 million (13.8%) school-aged children were predicted to be infected with STHs in Nigeria. Mass treatment at the local government area level for annual or bi-annual treatment of the school-aged population in Nigeria in 2011, based on World Health Organization prevalence thresholds, were estimated at 10.2 million tablets. CONCLUSIONS/SIGNIFICANCE: The predictive risk maps and estimated deworming needs presented here will be helpful for escalating the control and spatial targeting of interventions against STH infections in Nigeria.
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