ArticleBMC pediatrics2024
Spatial disparity and associated factors of diarrhea among under-five children in Rwanda: a multilevel logistic regression analysis.
Article in BMC pediatrics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it, 4 citations in OpenAlex.
- Prevalence of diarrheal disease and its determinants among children under five in East Africa: systematic review and meta-analysis.BMC infectious diseases · 2025Pooled it
- Co-Occurrence of Malaria, Pneumonia, and Diarrheal Disease Among Households: A Cohort Study in Rural Western Uganda.Tropical medicine & international health : TM & IH · 2026Article
- Time-Series Analysis and Age-Stratified Forecasting of Diarrheal Disease in Rwanda Using SARIMA Models.Tropical medicine and infectious disease · 2026Article
- Epidemiology of selected communicable diseases in Rwanda: a comprehensive analysis of the prevalence of major infectious diseases in Rwanda.International journal of emergency medicine · 2025Review
- Trends and Risk Factors For Childhood Diarrhoea in Rwanda: A Secondary Data Analysis of Three Rwanda Demographic and Health Surveys (RDHS 2010, 2014/15, and 2019/20).Rwanda journal of medicine and health sciences · 2025Article
- Socio-economic and rural-urban disparities in the double burden of childhood malnutrition in sub-Saharan Africa.Journal of health, population, and nutrition · 2025Article
- Multilevel analysis of prevalence and determinants of diarrhea among under-five children in Somalia: insights from the Somalia demographic and health survey 2020.BMC public health · 2025Article
- Global and regional trends in under-five diarrheal disease burden: impact of human development index and geographic disparities, 1990-2021.Gastroenterology and hepatology from bed to bench · 2025Article
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Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDiarrhea, defined as three or more loose stool per day, is a major cause of child mortality. Exploring its spatial distribution, prevalence, and influencing factors is crucial for public health decision and targeted interventions. This study aimed to investigate these aspects using 2019 Rwanda demographic health survey data.
methodA total 7,978 (weighted) under-five children were included in this study. Spatial clustering (hotspots areas) were mapped using ArcGIS and SaTscan software. A multilevel logistic regression model was fitted to assessed factors associated with diarrhea, reporting significance at p < 0.05 and a 95% confidence interval.
resultsdiarrheal diseases in Rwanda showed a clustered spatial pattern (Moran's I = 0.126, p = 0.001), with the primary cluster in west and north provinces. Under-five diarrhea prevalence was 14.3% (95% CI: 13.55, 15.08). Factors increasing likelihood included maternal age 15-34 years, child age 7-24 months, while full immunization was protective (aOR = 0.74, 95% CI: 0.56, 0.98).
conclusionSpatial clustering of diarrheal diseases is found in west and north provinces of Rwanda. Being born to a young mother, being a child aged 7-24 months, being fully immunized, being born to a low-educated mother and belonging to a community having low level education are factors associated with diarrheal diseases in Rwanda. Developing interventional plans based on identified clusters and approaching children based on their immunization status, maternal education and age could be cost-effective in reducing diarrheal diseases in Rwanda. Location based intervention could allow for the efficient allocation of resources by focusing on areas with higher prevalence and need.
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