Evidence map›Paper›PMID 41490998›Full record

ArticleScientific reports2026

Multidimensional energy poverty and childhood respiratory health across 26 low and lower middle income countries.

Cailiang Xia, Maryam Sadiq, Sidra Younas

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. 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. Article
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

3 authors.

Cailiang XiaEconomic School, Beijing Technology and Business University, Beijing, 100048, China. xclxy8230@sina.com.
Maryam SadiqDepartment of Statistics, University of Azad Jammu and Kashmir, Muzaffarabad, 13100, Pakistan. hussainulahmad@gmail.com.
Sidra YounasDepartment of Statistics, University of Azad Jammu and Kashmir, Muzaffarabad, 13100, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Energy poverty is a critical global challenge, with profound implications for health, climate, and sustainable development. Energy poverty is generally examined within the framework of indoor air pollution, considering acute respiratory infection (ARI) among young children in low- and lower-middle-income countries (LLMICs) acknowledged as one of its most significant health consequences. The present study employs a multidimensional perspective to comprehensively measure the association between ARI and energy poverty. A sample of 344,160 children in the under-five age group (mean age 2.05 years; 50.3% female) across 26 LLMICs, obtained from the Multiple Indicator Cluster Surveys, was analyzed. The Multidimensional Energy Poverty Index, composed of five fundamental dimensions of energy essential, was used to compute energy poverty. The results from binary logit models showed that the odds of ARI increased by 53% (aOR 1.53; 95% CI 1.46-1.60) with every unit increase in MEPI. Electricity deprivation, lack or absence of entertainment/education and household appliances, and reliance on biomass fuels for cooking were also independently associated with a greater ARI risk. These findings demonstrate that multidimensional energy poverty is a major contributor to child respiratory health. Therefore, to design result-oriented policies and interventions to minimize ARI among children in LLMICs, it is essential to address energy accessibility and affordability.

Indexed as

Child HealthPovertyRespiratory Tract InfectionsAir Pollution, IndoorChild, PreschoolCookingDeveloping CountriesFemaleHumansInfantMale

Identifiers

PMID41490998
PMCPMC12770450

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.