ArticleBMC public health2020
The association between BMI and health-related physical fitness among Chinese college students: a cross-sectional study.
Article in BMC public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 76 papers, 1 of them a synthesis that pooled it.
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Who cites it
76 citing papers in PubMed, 1 synthesis or guideline pooled it, 110 citations in OpenAlex.
- Effects of exercise interventions on EEG alpha power across different populations: a systematic review and meta-analysis.Frontiers in psychology · 2026Pooled it
- The effect of Virtual Reality Cycling with Music on simple obesity in college students: evidence from a randomized controlled trial in China.Frontiers in public health · 2024Trial
- The effect of Baduanjin exercise on health-related physical fitness of college students: A randomized controlled trial.Frontiers in public health · 2022Trial
- Effects of progressive-versus constant-intensity high-intensity functional training on health-related physical fitness in untrained female university students: A randomized controlled trial.Journal of exercise science and fitness · 2026Article
- The Mediating Roles of Sleep Quality and Physical Activity in the Association Between Smartphone Addiction and Physical Fitness Among College Students.Healthcare (Basel, Switzerland) · 2026Article
- Association Between Body Mass Index and Physical Fitness Among University Students in a Sub-Plateau Region of Gansu Province, China: A Cross-Sectional Study.Life (Basel, Switzerland) · 2026Article
- Physical fitness and bone health among medical students in Southwest China: implications for health promotion in ethnically diverse populations.Journal of health, population, and nutrition · 2026Article
- 24-Hour Movement Behavior and Health-Related Physical Fitness in College Students: A Compositional Data Analysis.International journal of behavioral medicine · 2026Article
- Motivational profiles for physical activity in Chinese university students based on the theory of planned behavior.Scientific reports · 2026Article
- Impact of two consecutive COVID-19 outbreaks on the physical fitness in college students: a five-year longitudinal study.BMC public health · 2026Article
- Limited Association Between Body Mass Index and Selected Components of Physical Fitness in Higher Education Physical Education Students: A Sex- and Country-Specific Analysis.Sports (Basel, Switzerland) · 2026Article
- Regional, socioeconomic, and health determinants of physical fitness in school children: insights from a National Olympic Fitness Project.European journal of public health · 2026Article
- Exercise motivation, barriers and HIIT preferences among Chinese college students: a qualitative study.Frontiers in public health · 2026Article
- A social-ecological examination of physical activity and fitness among Chinese university students: a cross-sectional path analysis.Frontiers in sports and active living · 2026Article
- The basic psychological needs of fitness self-testing for Chinese male college students: a qualitative perspective.Frontiers in psychology · 2026Article
- Physical fitness and enjoyment of physical activity among university students: implications for sustainable physical activity participation.Frontiers in psychology · 2026Article
- The relationship between Body Mass Index and Physical Fitness Index among college students: a cross-sectional study in Yangzhou, China.Frontiers in public health · 2026Article
- Associations of healthy lifestyles and physical education enjoyment with physical fitness among Chinese medical students: a cross-sectional study.Frontiers in public health · 2026Article
- Longitudinal trajectories of physical fitness in Chinese college students: a multi-group latent growth curve analysis.Frontiers in public health · 2026Article
- Between-class variation and compositional correlates of physical fitness: a multilevel analysis of annual surveillance records from one Chinese university.Frontiers in psychology · 2026Article
16 more citing papers are in PubMed but not listed here.
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
backgroundExisting studies reporting on the levels of physical fitness among college students used relatively few fitness tests as a reflection of physical fitness, which could not comprehensively evaluate the levels of physical fitness. Thus, the current study aimed to investigate the cross-sectional relationship between body mass index (BMI) and a physical fitness index (PFI) based on six indicators of fitness in Chinese college students.
methodAnthropometric measurements and six measures of physical fitness (Vital capacity, 50-m sprint, sit and reach, standing long jump, 800/1000-m run, pull-up/bent-leg sit-up) were measured. BMI was calculated to classify individuals into underweight, normal weight, overweight, and obesity groups. Z-scores based on sex-specific mean and standard deviation were calculated, and the sum of z-scores for the six fitness tests was used as a PFI. Three models (a linear regression model, polynomial regression model with a second-order BMI term and a restricted cubic spline regression model) were fitted to discuss the potential relation between BMI and PFI. We compared the models using Akaike Information Criterion (AIC) and R square.
resultsTotally, 8548 freshmen from the years 2014 to 2016 in a medical college completed the physical fitness tests. There was a decreasing trend of physical fitness index from the years 2014 to 2016 (P for trend < 0.01). More male than female students were overweight or obese (23.5% vs. 11.9%), but more female than male students were normal weight (74.7% vs. 64.8%). A restricted cubic spline regression model was superior to linear and polynomial regression model with lower AIC and higher R square.
conclusionsThe relationships between BMI and PFI in college students were non-linear. Underweight, overweight and obese students had poorer performance in physical fitness index than normal weight students. Future prospective, longitudinal cohort studies to identify the causal relations and potential mechanism in a good manner are required.
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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 OpenQuestion graph.