Evidence map›Paper›PMID 41571741›Full record

ArticleScientific reports2026

Nature vs. nurture: parental care cushions agricultural drought impacts on child health in South Africa.

Bopaki Phogole, Dikobe Molepo, Mamadi Theresa Sethusa, Kowiyou Yessoufou

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Bopaki PhogoleDepartment of Geography, Environmental Management and Energy Studies, University of Johannesburg, Kingsway Avenue, Auckland Park, Johannesburg, South Africa. bopakip@uj.ac.za.
Dikobe MolepoSouth African National Biodiversity Institute, Pretoria, South Africa.
Mamadi Theresa SethusaSouth African National Biodiversity Institute, Pretoria, South Africa.
Kowiyou YessoufouAfrican Centre for DNA Barcoding, Department of Botany and Plant Biotechnology, University of Johannesburg, Kingsway Avenue, Auckland Park, Johannesburg, South Africa.

Funding

National Research Foundation PSTD240201203413
6 · The paper itself

Abstract

This study investigates the spatiotemporal trends of drought and its impact on child health in South Africa, focusing on low birth weight (LBW) and severe acute malnutrition in children under five. We collected data on child health indicators (LBW and malnutrition) and social determinants, including orphan status, child food poverty, proximity to clinics, water access, and sanitation access, from the Children's Institute at the University of Cape Town. Environmental data, comprising the Normalised Difference Vegetation Index (NDVI), Standardised Precipitation Evapotranspiration Index (SPEI), and maximum temperatures, were retrieved from MODIS, Global SPEI, and TerraClimate datasets, covering 2002 to 2022. We then fitted a series of linear regressions and combined them into a structural equation model to explore relationships between socio-environmental factors and child health outcomes. Results indicate that the Northern Cape, Western Cape, and Free State are highly vulnerable to agricultural drought, with NDVI showing a strong negative association with LBW and malnutrition. Orphan status emerged as a stronger predictor of malnutrition than drought. The impact of orphan status on malnutrition level is mediated by limited access to basic services such as water and sanitation. Proximity to clinics significantly influenced access to basic services, highlighting a double burden of healthcare and environmental deprivations. These findings expose the need for targeted interventions to enhance food security, water, and sanitation access, particularly for orphaned children, and to integrate drought mitigation into child health policies in South Africa.

Indexed as

AgricultureChild HealthDroughtsChild, PreschoolHumansInfantInfant, Low Birth WeightInfant, NewbornSouth AfricaChild healthDroughtLow birth weightMalnutritionNDVISPEI

Identifiers

PMID41571741
PMCPMC12855981

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LicenceCC BY
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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.