The association between weight-adjusted waist index (WWI) and physical fitness index (PFI) among Chinese adolescents aged 13-18 years was characterized by an inverted 'U' curve, with both lower and higher WWI negatively affecting physical fitness.
Key Findings
Results
The mean WWI of Chinese adolescents aged 13-18 years was 9.34 ± 1.14 cm/√kg and the mean PFI was -0.02.
Sample consisted of 9204 adolescents aged 13-18 years from different regions of China.
Participants were selected using stratified whole-cluster random sampling.
WWI is described as 'a new type of index for assessing adolescents' body composition.'
PFI was derived from assessments of grip strength, standing long jump, sit-up, sit and reach, 1000/800 m run, and 50 m dash.
Results
Differences in PFI between different WWI groups were statistically significant in both the 13-15 and 16-18 age groups.
Kruskal-Wallis H test was used to assess differences between WWI groups.
H-value for the 13-15 age group was 19.673 (P < 0.001).
H-value for the 16-18 age group was 29.177 (P < 0.001).
Statistical analyses included t-test, Mann-Whitney U test, Kruskal-Wallis H test, Pearson correlation analysis, and curvilinear regression analysis.
Results
The association between WWI and PFI followed an inverted 'U' curve, with the highest PFI of 0.021 occurring when WWI was 8.2.
Both lower and higher WWI values were associated with negatively affected physical fitness.
The peak PFI value of 0.021 was identified at a WWI of 8.2 cm/√kg.
Curvilinear regression analysis was used to characterize the non-linear relationship.
The inverted 'U' shape indicates an optimal WWI range for physical fitness in adolescents.
Results
The effect of WWI on PFI was more pronounced in boys than in girls.
Sex-stratified analyses revealed differential associations between WWI and PFI.
Both sexes showed the inverted 'U' curve pattern, but the magnitude of the effect differed.
The paper recommends that sex differences be considered in physical fitness promotion and intervention strategies.
Background
Chinese adolescents' physical fitness levels show a decreasing trend year by year, motivating investigation of body composition indices like WWI.
The declining physical fitness trend is described as hurting 'adolescents' physical health and future achievements.'
WWI has 'received extensive attention in recent years' as an assessment tool for body composition.
Little prior research had examined the association between WWI and PFI among Chinese adolescents at a nationwide level.
The study assessed adolescents from different regions of China to provide nationally representative data.
Kang S, Song P, Ahmat G, Zhang B. (2026). The association between weight-adjusted waist index and physical fitness index among Chinese adolescents.. Scientific reports. https://doi.org/10.1038/s41598-025-30872-y