The impact of 24-h movement behaviors on college students’ physical fitness and its isotemporal substitution benefits: a compositional data analysis approach

The impact of 24-h movement behaviors on college students’ physical fitness and its isotemporal substitution benefits: a compositional data analysis approach

Abstract Objectives This study aimed to provide theoretical and empirical support for promoting physical fitness enhancement and implementing evidence-based behavioral interventions on university campuses. Through a rigorous compositional data analysis framework combined with isotemporal substitutio...

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Bibliographic Details
Main Authors: Rongxuan Li, Di Cui, Qingqing Fan, Le Zhao, Ziyao Xia, Tianer Zuo, Ye Qiu, Qing Jiang, Jiasheng Huo, Zuoliang Wang
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Public Health
Subjects:
24-h movement behaviors
Physical fitness
College students
Compositional data
Isotemporal substitution
Online Access:https://doi.org/10.1186/s12889-025-23715-y
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