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

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

PMC · DOI: 10.1371/journal.pone.0333942 · 2025-10-24

## TL;DR

This study finds that body shape and size indicators like the body roundness index better predict physical fitness in Saudi male students than BMI.

## Contribution

The study introduces the body roundness index as a better predictor of cardiorespiratory endurance than BMI.

## Key findings

- Overweight and obese groups showed significantly lower fitness test performance than normal weight groups.
- Body roundness index (BRI) explained up to 56% of the variance in VO2max performance in obese individuals.
- Waist-to-height ratio and hip circumference improved shuttle-run performance prediction in obese participants.

## 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.

## Full-text entities

- **Diseases:** OB (MESH:D009765), OVERW (MESH:D050177)

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12551920/full.md

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Source: https://tomesphere.com/paper/PMC12551920