Evidence map›Paper›PMID 41134914›Full record

ArticlePloS one2025

Key body size/shape predictors of physical fitness in Saudi College-aged males: Role of the body roundness index.

Mohamed Elloumi, Emna Makni, Martin Pacholek, Mehdi Ben Brahim, Ibrahim Aljasser

Abstract read
In one paragraph

Article in PloS one, 2025. 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

5 authors.

Mohamed ElloumiGSD/Health and Physical Education Department, Sport Sciences and Diagnostic Research Group, Prince Sultan University, Riyadh, Saudi Arabia.ORCID https://orcid.org/0000-0003-3751-2125
Emna MakniUniversity of Sousse, Research Laboratory of Exercise Physiology and Pathophysiology (LR19ES09), Faculty of Medicine Ibn Al-Jazzar, Sousse, Tunisia.
Martin PacholekGSD/Health and Physical Education Department, Sport Sciences and Diagnostic Research Group, Prince Sultan University, Riyadh, Saudi Arabia.
Mehdi Ben BrahimGSD/Health and Physical Education Department, Sport Sciences and Diagnostic Research Group, Prince Sultan University, Riyadh, Saudi Arabia.
Ibrahim AljasserGSD/Health and Physical Education Department, Sport Sciences and Diagnostic Research Group, Prince Sultan University, Riyadh, Saudi Arabia.ORCID https://orcid.org/0009-0003-3957-4669

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Physical fitness, a crucial factor in health and well-being, is influenced by an individual's body composition. This study aimed to identify the key body size/shape predictors of fitness test performances among university-level students with diverse weight categories. This cross-sectional study involved 495 healthy, recreationally active male university students aged 18-23 years, categorized into normal weight (NORMW, n = 256), overweight (OVERW; n = 156), and obese (OB; n = 124) groups based on their body mass index (BMI). Anthropometric measurements including weight, height, BMI, waist and hip circumference (WC and HC), waist-to-hip and waist-to-height ratios (WHR and WHtR), body roundness and shape body indexes (BRI and ABSI) were recorded. The shuttle-run, push-ups, 20m Multi-Stage shuttle-run, and sit-and-reach tests were performed. The OB and OVERW groups performed significantly lower fitness test performances than the NORMW group (medium-to-large effect size). The correlation matrix showed that all anthropometric measures correlated with test performances, except for the sit-and-reach in the OB group and the shuttle-run in the NORW group. Higher WHtR and HC improved shuttle-run performance predictability in the OB group (R2 = -0.29), while WC and HC, and WC and BMI improved push-up predictability in the OB (R2 = -0.38) and OVERW (R2 = -0.24) groups. BRI was the best indicator of VO2max performance, accounting for 56%, 42%, and 32% of its variance in OB, OVERW, and NORMW groups, respectively. The BRI is proposed as a potential alternative to BMI for evaluating cardiorespiratory endurance performance, enabling individual monitoring.

Indexed as

Body SizePhysical FitnessAdolescentAdultAnthropometryBody CompositionBody Mass IndexCross-Sectional StudiesExercise TestHumansMaleObesityOverweightSaudi ArabiaStudentsUniversities

Identifiers

PMID41134914
PMCPMC12551920

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.