Evidence map›Paper›PMID 41526883›Full record

ArticleBMC public health2026

Understanding the child malnutrition in rural India through the lens of the composite index of anthropometric failure (CIAF): evidence from NFHS-5 (2019-21).

Subhankar Singha, Apurba Sarkar, Abhishek Agarwalla, Bikash Barman, Pradip Chouhan

Abstract read
In one paragraph

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

0numbers the graph read from it
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

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

1 citing paper in PubMed.

  1. Trial
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

5 authors.

Subhankar SinghaDepartment of Geography, University of Gour Banga, Malda, West Bengal, 732103, India. subhankarsingha.geo1998@gmail.com.ORCID 0009-0004-5215-0112
Apurba SarkarNew Integrated Government School, Habibpur, WB Sub-Ordinate Education Service (Group-A), School Education Dept., Govt. of West Bengal, Malda, West Bengal, 732122, India.ORCID 0000-0003-3073-8842
Abhishek AgarwallaDepartment of Geography, University of Gour Banga, Malda, West Bengal, 732103, India.ORCID 0009-0005-0118-3878
Bikash BarmanDepartment of Geography, Malda Women's College, Malda, West Bengal, 732101, India.ORCID 0000-0001-6158-1038
Pradip ChouhanDepartment of Geography, University of Gour Banga, Malda, West Bengal, 732103, India.ORCID 0000-0002-5500-2842

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malnutrition continues to be a significant issue for children under the age of five years in rural areas of India, leading to serious impacts on their health, mental development, and future opportunities. This study sought to thoroughly evaluate concurrent undernutrition by employing a composite index method utilizing data from the National Family Health Survey (2019-2021). A Composite Index of Anthropometric Failure (CIAF) was constructed, encompassing three conventional indices (stunting, wasting, and underweight), to identify key determinants and risk factors associated with malnutrition in rural areas. This study included 177,978 children aged < 60 months (91,881 males and 86,097 females). The results revealed that more than half (59.15%) of the children had at least one form of malnutrition, with stunting being the most prevalent (33.58%). Socio-demographic factors such as caste, religion, wealth quintile, and maternal education were strongly associated with child malnutrition. Children from SC/ST groups, Hindu and Muslim religions, the poorest wealth quintile, and mothers with no education experienced higher rates of anthropometric failure than their counterparts did. Low birth weight, higher birth order, and recent diarrhoeal episodes were also associated with poorer nutritional outcomes. Maternal factors, including younger age at first delivery, lower education level, and BMI, were significant predictors of child malnutrition. These findings highlight the multifaceted nature of malnutrition in rural India and emphasize the need for targeted interventions and evidence-based policies to effectively address this critical public health issue.

Indexed as

AnthropometryChild Nutrition DisordersRural PopulationChild, PreschoolFemaleHealth SurveysHumansIndiaInfantMaleRisk FactorsSocioeconomic Factors

Identifiers

PMID41526883
PMCPMC12888290

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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.