ArticleBMC infectious diseases2025
Spatiotemporal variation of under-5 children diarrhea incidence and associated meteorological factors in central Gondar zone, Northwest Ethiopia. A retrospective time series study.
Article in BMC infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses that pooled it.
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14 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Epidemiology of intestinal parasitic infections among school-aged children in low- and middle-income countries of Africa and Asia: a systematic review and meta-analysis.Systematic reviews · 2026Pooled it
- Burden of scabies in displacement settings: A systematic review and meta-analysis among forcibly displaced populations.PLoS neglected tropical diseases · 2025Pooled it
- Availability of essential medicines in conflict-affected african regions: a systematic review and meta-analysis.Conflict and health · 2026Review
- Spatial epidemiology of malaria by bed net utilization in 19 sub-Saharan African countries: a DHS-based study (2013-2023).Malaria journal · 2026Article
- Geospatial analysis and prevalence estimation of household drinking water treatment in sub-Saharan African countries: insights from recent demographic and health surveys.The Journal of the Egyptian Public Health Association · 2026Article
- Mapping inequities in safe water access: a spatial and geographically weighted regression analysis of unimproved water source use in sub-Saharan Africa.Journal of health, population, and nutrition · 2026Article
- Geospatial variation and machine learning approaches to predict open defecation practice in Zambia.PloS one · 2026Article
- Seasonal trends and short-term association between meteorological factors and diarrheal diseases among children under five in Tanzania.PloS one · 2026Article
- Machine learning-based prediction of household sanitation facility access in Sub-Saharan Africa: insights from DHS data (2012-2024).Archives of public health = Archives belges de sante publique · 2025Article
- The linkages between water supply, sanitation and hygiene and small-scale irrigation: insights from rural Ethiopia.Journal of water and health · 2025Article
- Malaria prevalence and its determinants across 19 sub-Saharan African countries: a spatial and geographically weighted regression analysis.Malaria journal · 2025Article
- Determinants and spatial patterns of solid fuel use in East Africa based on demographic and health survey data from 2012 to 2023.Scientific reports · 2025Article
- Association of meteorological factors with childhood pneumonia incidence in Central Gondar Zone, Northwest Ethiopia: a time-series study (2013-2022).Italian journal of pediatrics · 2025Article
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Abstract
Under-5 children's diarrhea is a significant public health threat, and the World Health Organization (WHO) reported that it is the second leading cause of children's death worldwide. In this study area, little is known about the spatiotemporal distribution of under-5 children's diarrhea incidence rates. Therefore, this study was conducted to assess the spatiotemporal variation under-5 diarrhea incidence and associated meteorological factors in the Central Gondar Zone. The data for under-5 diarrhea were obtained from Central Gondar Zone Health Department diarrhea reports from January 2013 to December 2022. Climatic variables were obtained from the West Amhara Meteorological Agency. Every district was covered and given a geocode. The spatial data were created in ArcGIS 10.8.1. Global and local spatial autocorrelation were used to detect hot spots. The Poisson model, which applies the Kulldorff methods and SaTScan™9.6, was used to analyze the purely temporal, spatial, and space-time clusters. Spearman correlation and bivariate and multivariable negative binomial regressions were used to analyze the relationships between under-5 diarrhea cases and climatic factors. This study revealed spatial variation in the incidence of under-5 diarrhea, where Dembia, Gondar Zuria, and Chilga districts and Gondar Zuria, East Dembia, and Lay Armacho districts were high-rate spatial clusters between 2013 and 2018 and between 2019 and 2022, respectively. A temporal scan statistic identified 2014-2016 and 2020-2021 as risk periods across all districts. Spatiotemporal scan statistics revealed high-rate clusters in Dembia, Gondar Zuria, Chilga, Wegera, Alefa, Lay Armacho, and West Belesa between 2013 and 2018, and Gondar City, Gondar Zuria, East Dembia, Lay Armacho, and Alefa between 2019 and 2022. This study also revealed positive correlations between the number of individuals with under-5 diarrhea and the average monthly temperature at 0 and 2 lag months, with values of 1.0209 (1.0034-1.0387) and 1.0202 (1.0022-1.0385), respectively. In addition, there was a negative correlation between the number of under-5 diarrhea events and the average monthly rainfall at 0 and 2 lag months, with values of 0.999 (0.9985-0.9996) and 0.9992 (0.9987-0.9997), respectively. In conclusion, there has been spatiotemporal variability in the incidence of diarrhea in children under-5 years of age in the Central Gondar Zone. The mean monthly temperature and rainfall were positively and negatively related to the incidence of diarrhea in children under-5 years of age. Season-specific intervention strategies should be developed to reduce under-5 morbidity and mortality.
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