Evidence map›Paper›PMID 38960410›Full record

Trial reportMaternal & child nutrition2024

Understanding modifiable caregiver factors contributing to child development among young children in rural Malawi.

Lilia Bliznashka, Odiche Nwabuikwu, Marilyn Ahun, Karoline Becker, Theresa Nnensa, Natalie Roschnik, Monice Kachinjika, Peter Mvula, Alister Munthali, Victoria Ndolo and 5 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Maternal & child nutrition, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

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

6 citing papers in PubMed.

  1. Trial
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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

15 authors.

Lilia BliznashkaInternational Food Policy Research Institute, Washington, District of Columbia, USA.ORCID 0000-0003-2084-1141
Odiche NwabuikwuInternational Food Policy Research Institute, Washington, District of Columbia, USA.
Marilyn AhunDepartment of Medicine, McGill University, Montréal, Canada.ORCID 0000-0002-1062-7240
Karoline BeckerDepartment of International Development, University of Oxford, Oxford, UK.
Theresa NnensaDepartment of Nutrition and Dietetics, Kamuzu University of Health Sciences, Blantyre, Malawi.
Natalie RoschnikSave the Children UK, London, UK.ORCID 0000-0002-1642-6546
Monice KachinjikaPalm Consulting Ltd, Zomba, Malawi.
Peter MvulaPalm Consulting Ltd, Zomba, Malawi.
Alister MunthaliPalm Consulting Ltd, Zomba, Malawi.
Victoria NdoloDepartment of Human Ecology, University of Malawi, Zomba, Malawi.
Mangani KatunduDepartment of Human Ecology, University of Malawi, Zomba, Malawi.
Kenneth MaletaDepartment of Nutrition and Dietetics, Kamuzu University of Health Sciences, Blantyre, Malawi.
Agnes QuisumbingInternational Food Policy Research Institute, Washington, District of Columbia, USA.
Melissa GladstoneDepartment of Women and Children's Health, Institute of Translational Medicine, University of Liverpool, Liverpool, UK.
Aulo GelliInternational Food Policy Research Institute, Washington, District of Columbia, USA.ORCID 0000-0003-4977-2549

Funding

Power of Nutrition
6 · The paper itself

Abstract

This study examined modifiable caregiver factors influencing child development in Malawi using baseline data from 1,021 mothers and their children <2 years of age participating in a cluster-randomized controlled trial implemented in rural Malawi (2022-2025). We fit an evidence-based theoretical model using structural equation modelling examining four caregiver factors: (1) diet diversity (sum of food groups consumed in the past 24 h), (2) empowerment (assessed using the project-level Women's Empowerment in Agriculture Index), (3) mental health (assessed using the Self-Reported Questionnaire, SRQ-20), and (4) stimulation (number of stimulation activities the mother engaged in the past 3 days). Child development was assessed using the Malawi Development Assessment Tool (norm-referenced aggregate Z-score). The model controlled for child, caregiver, and household socioeconomic characteristics. Results showed that caregiver dietary diversity was directly associated with higher child development scores (standardized coefficient 0.091 [95% CI 0.027, 0.153]) and lower SRQ-20 scores -0.058 (-0.111, -0.006). Empowerment was directly associated with higher child development scores (0.071 [0.007, 0.133]), higher stimulation score (0.074 [0.013, 0.140]), higher dietary diversity (0.085 [0.016, 0.145]), and lower SRQ-20 scores (-0.068 [-0.137, -0.002]). Further, higher empowerment was indirectly associated with improved child development through enhancement of caregiver dietary diversity, with an indirect effect of 0.008 (0.002, 0.018). These findings highlight the important role that caregiver diet and empowerment play in directly influencing child development and other aspects of caregiver well-being. Interventions aimed at enhancing child development should consider these factors as potential targets to improve outcomes for children and caregivers.

Indexed as

CaregiversChild DevelopmentRural PopulationAdultChild, PreschoolDietEmpowermentFemaleHumansInfantMalawiMaleMothersSocioeconomic Factorschild developmentdietary diversitylow‐ and middle‐income countriesmaternal mental healthstimulation practiceswomen's empowerment

Identifiers

PMID38960410
PMCPMC11574655

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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.