Evidence map›Paper›PMID 38658869›Full record

ArticleBMC pediatrics2024

Spatial disparity and associated factors of diarrhea among under-five children in Rwanda: a multilevel logistic regression analysis.

Abiyu Abadi Tareke, Sebwedin Surur Jemal, Getahun Dejene Yemane, Hamdi Fekredin Zakaria, Enyew Woretaw Shiferaw, Anaclet Ngabonzima

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
1.2field-weighted citation impact, top 24% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 4 citations in OpenAlex.

  1. Pooled it
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  3. Article
  4. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 4 institutions in 2 countries.

Abiyu Abadi TarekeWest Gondar Zonal Health Department, Amref Health Africa, Gondar, Ethiopia. abiyu20010@gmail.com.
Sebwedin Surur JemalDepartment of Statistics, College of Natural and Computational Science, Mizan-Tepi University, Tepi, Ethiopia.
Getahun Dejene YemaneDepartment of Statistics, College of Natural and Computational Science, Mizan-Tepi University, Tepi, Ethiopia.
Hamdi Fekredin ZakariaDepartment of Epidemiology and Biostatistics, School of Public Health, Haramaya University, Harar, Ethiopia.
Enyew Woretaw ShiferawDepartment of Maternal and Child Health (MCH), West Gondar Zonal Health Department, Gondar, Ethiopia.
Anaclet NgabonzimaJohn Snow, Inc.(JSI) Research & Training Institute, Inc, Washington, DC, USA.
Mizan Tepi University · ETUniversity of Gondar · ETHaramaya University · ETJohn Snow (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

DiarrheaSpatial AnalysisAdolescentAdultChild, PreschoolFemaleHealth SurveysHumansInfantInfant, NewbornLogistic ModelsMaleMultilevel AnalysisPrevalenceRisk FactorsRwandaChildren under fiveDiarrheal diseasesMultilevel logistic analysisRwandaSpatial

Identifiers

PMID38658869
PMCPMC11040746
OpenAlexW4395078383

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.