Evidence mapPaperPMID 42415753Full record

ArticleFrontiers in public health2026

Does body composition mediate the association between moderate-to-vigorous physical activity and physical literacy in school-aged children? A cross-sectional mediation analysis.

Liu Long, Syed Ghufran Hadier, Syed Danish Hamdani, Syed Muhammad Zeeshan Haider Hamdani, Shaista Shireen Danish

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Article in Frontiers in 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

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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

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

5 authors.

Liu LongSchool of Physical Education, Suzhou University, Suzhou, Anhui, China.
Syed Ghufran HadierCollege of Sports and Holistic Health, Sichuan Technology and Business University, Chengdu, China.
Syed Danish HamdaniDepartment of Health Sciences and Sport, University of Stirling, Stirling, United Kingdom.
Syed Muhammad Zeeshan Haider HamdaniDepartment of Sports Sciences, Bahauddin Zakariya University, Multan, Pakistan.
Shaista Shireen DanishDivision of Sports and Health, School of Sports Science, Department of Exercise Physiology, Beijing Sport University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Childhood obesity and physical inactivity are growing global public health concerns. Once predominantly observed in wealthier nations, these issues are now increasingly prevalent in low- and middle-income countries. We aimed to examine the relationship between moderate-to-vigorous physical activity (MVPA) and physical literacy (PL) among children aged 8-12 years, and to determine whether body mass index (BMI) mediates this association. Methods: We conducted a cross-sectional study of 1,360 children (8-12 years old, mean age 10.0 ± 1.4 years) from 85 higher secondary schools in South Punjab, Pakistan. Physical activity and PL were assessed using the Canadian Assessment of Physical Literacy (CAPL-2) protocol. Data analyses included descriptive statistics, independent Results: Overall, 79.9% of participants were of normal weight, 9.7% were overweight, and 5.3% were obese. Normal-weight children demonstrated significantly higher average weekly step counts, more MVPA days per week (5.04 ± 1.09 vs. 4.65 ± 1.17), and higher PL scores (53.76 ± 11.72 vs. 45.86 ± 9.87) than overweight or obese children ( Conclusion: This study provides the first evidence from a Pakistani pediatric population that BMI partially mediates the association between MVPA and physical literacy, though the majority of this relationship remained direct. Children with overweight and obesity demonstrated lower PA participation and reduced PL scores than normal-weight peers, while girls consistently underperformed boys despite comparable BMI and knowledge levels. These findings support the need for culturally relevant, gender-responsive, school-based programmes that promote physical activity while addressing weight-related barriers in under-resourced settings.

Indexed as

Body CompositionExerciseBody Mass IndexChildCross-Sectional StudiesFemaleHumansMaleMediation AnalysisPakistanPediatric ObesityCAPL-2childhood obesitymediation analysisPakistani school childrenphysical activityphysical literacySouth Punjab

Identifiers

PMID42415753
PMCPMC13337814

What Socratic holds

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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.