Evidence map›Paper›PMID 41492013›Full record

ArticleScientific reports2026

Spatial distribution of full immunization and associated factors among children aged 12-23 months in Madagascar: a spatial and multilevel analysis.

Gebeyehu Lakew, Amlaku Nigusie Yirsaw, Eyob Getachew, Ashebir Mamay Gebiru, Berihun Agegn Mengistie, Amare Belete Getahun, Assefa Kebad Mengesha, Alemante Tafese Beyna, Habtamu Semagne Ayele, Demis Getachew

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Gebeyehu LakewDepartment of Health Promotion and Health Behavior, School of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia. gebeyehulakew375@gmail.com.
Amlaku Nigusie YirsawDepartment of Health Promotion and Health Behavior, School of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
Eyob GetachewDepartment of Health Promotion and Health Behavior, School of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
Ashebir Mamay GebiruDepartment of Health Informatics, Teda Health Science College, Gondar, Ethiopia.
Berihun Agegn MengistieDepartment of General Midwifery, School of Midwifery, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
Amare Belete GetahunDepartment of Anesthesia, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
Assefa Kebad MengeshaDepartment of Pharmacology, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
Alemante Tafese BeynaDepartment of Pharmacology, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
Habtamu Semagne AyeleDepartment of Pharmacology, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
Demis GetachewDepartment of Pharmacology, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Immunization is one of the most cost-effective public health interventions for reducing child morbidity and mortality. However, full immunization coverage remains suboptimal in many low- and middle-income countries, including Madagascar. This study assessed the spatial distribution and determinants of full immunization among children aged 12-23 months in Madagascar. A community-based cross-sectional study was conducted using the 2021 Madagascar Demographic and Health Survey data, including 2,427 children aged 12-23 months. Spatial analysis was performed using Global Moran's I, local indicators of spatial autocorrelation, and Getis-Ord Gi* statistics to identify clustering patterns of no full immunization. Multilevel logistic regression models were fitted to examine individual- and community-level factors associated with full immunization, with adjusted odds ratios (AOR) and 95% confidence intervals (CI) reported. The prevalence of FIC was 50.9% (95% CI 48.9-52.9). Global Moran's I (0.198, p < 0.001) indicated significant spatial clustering of no full immunization. Hotspot analysis confirmed statistically significant hot spots in the central and southern regions at 90-99% confidence levels. Multilevel analysis showed that female children (AOR = 1.24, 95% CI 1.02-1.51), maternal higher education (AOR = 2.83, 95% CI 1.30-6.15), higher household wealth(AOR = 2.25, 95% CI 1.47-3.44), having media exposure(AOR = 1.32, 95% CI 1.03-1.69), , facility delivery (AOR = 1.45, 95% CI 1.16-1.83), and antenatal care utilization (AOR = 3.13, 95% CI 2.08-4.67) significantly increased the odds of full immunization. Conversely, living in communities with low maternal education reduced the odds (AOR = 0.63, 95% CI 0.46-0.86). FIC in Madagascar is low and unevenly distributed, with significant hot spots in central and southern regions. Both individual- and community-level factors influence immunization uptake. Targeted interventions focusing on identified hot spot areas, improving maternal education, expanding healthcare access, and promoting antenatal care and institutional delivery are essential to increase vaccine coverage and equity.

Indexed as

ImmunizationVaccinationVaccination CoverageAdultCross-Sectional StudiesFemaleHumansInfantMadagascarMaleMultilevel AnalysisSpatial AnalysisFull immunizationMadagascarMultilevel analysisSpatial analysis

Identifiers

PMID41492013
PMCPMC12868876

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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.