Evidence map›Paper›PMID 36994914›Full record

ArticleMaternal & child nutrition2023

Understanding factors associated with rural-urban disparities of stunting among under-five children in Rwanda: A decomposition analysis approach.

Chester Kalinda, Million Phiri, Simona J Simona, Andrew Banda, Rex Wong, Maria Albin Qambayot, Sage Marie Consolatrice Ishimwe, Alemayehu Amberbir, Bekele Abebe, Alemayehu Gebremariam and 1 more

Open access · goldAbstract read
In one paragraph

Article in Maternal & child nutrition, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
4.4field-weighted citation impact, top 5% 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

14 citing papers in PubMed, 1 synthesis or guideline pooled it, 27 citations in OpenAlex.

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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

11 authors at 4 institutions in 3 countries.

Chester KalindaBill and Joyce Cummings Institute of Global Health, University of Global Health Equity, Kigali, Rwanda.ORCID 0000-0002-8144-0248
Million PhiriSchool of Humanities and Social Sciences, University of Zambia, Lusaka, Zambia.
Simona J SimonaSchool of Humanities and Social Sciences, University of Zambia, Lusaka, Zambia.
Andrew BandaSchool of Humanities and Social Sciences, University of Zambia, Lusaka, Zambia.
Rex WongBill and Joyce Cummings Institute of Global Health, University of Global Health Equity, Kigali, Rwanda.
Maria Albin QambayotCentre for One Health, University of Global Health Equity, Kigali, Rwanda.
Sage Marie Consolatrice IshimweInstitute of Global Health Equity Research (IGHER), University of Global Health Equity, Kigali, Rwanda.
Alemayehu AmberbirInstitute of Global Health Equity Research (IGHER), University of Global Health Equity, Kigali, Rwanda.
Bekele AbebeSchool of Medicine, University of Global Health Equity, Kigali, Rwanda.
Alemayehu GebremariamCatholic Relief Services, Rwanda Country Program, Kigali, Rwanda.ORCID 0000-0002-0638-3490
Julius Odhiambo NyerereIgnite Global Health Lab, Global Research Institute, William and Mary, Williamsburg, Virginia, USA.
University of Global Health Equity · RWUniversity of Zambia · ZMCatholic Relief Services · USWilliam & Mary · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Childhood stunting in its moderate and severe forms is a major global problem and an important indicator of child health. Rwanda has made progress in reducing the prevalence of stunting. However, the burden of stunting and its geographical disparities have precipitated the need to investigate its spatial clusters and attributable factors. Here, we assessed the determinants of under-5 stunting and mapped its prevalence to identify areas where interventions can be directed. Using three combined rounds of the nationally representative Rwanda Demographic and Health Surveys of 2010, 2015 and 2020, we employed the Blinder-Oaxaca decomposition analysis and the hotspot and cluster analyses to quantify the contributions of key determinants of stunting. Overall, there was a 7.9% and 10.3% points reduction in moderate stunting among urban and rural areas, respectively, and a 2.8% and 8.3% points reduction in severe stunting in urban and rural areas, respectively. Child age, wealth index, maternal education and the number of antenatal care visits were key determinants for the reduction of moderate and severe stunting. Over time, persistent statistically significant hotspots for moderate and severe stunting were observed in Northern and Western parts of the country. There is a need for an adaptive scaling approach when implementing national nutritional interventions by targeting high-burden regions. Stunting hotspots in Western and Northern provinces underscore the need for coordinated subnational initiatives and strategies such as empowering the rural poor, enhancing antenatal health care, and improving maternal health and education levels to sustain the gains made in reducing childhood stunting.

Indexed as

Child HealthGrowth DisordersChildEducational StatusFemaleHumansInfantPregnancyPrevalenceRwandaSocioeconomic FactorsDHSmoderate and severe stuntingOaxaca-BlinderRwanda

Identifiers

PMID36994914
PMCPMC10262907
OpenAlexW4361270105

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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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.