Body Composition

[Isotemporal substitution analysis of 24-hour activity behaviors and health-related physical fitness in university students].

TL;DR

Replacing sedentary behavior with moderate- or vigorous-intensity physical activity was associated with improvements across all health-related physical fitness outcomes in university students, with MPA having the most significant effect on body composition and VPA more effective in enhancing cardiorespiratory fitness, muscular strength, and flexibility.

Key Findings

University students spent the majority of their 24-hour day in sedentary behavior and sleep, with very little time in moderate or vigorous physical activity.

  • Participants spent an average of 645.78 minutes (46.05% of the day) in sedentary behavior and 561.31 minutes (40.21%) in sleep.
  • Time in moderate-intensity physical activity averaged only 16.42 minutes (1.14% of the day) and vigorous-intensity physical activity averaged 26.57 minutes (1.85%).
  • Light-intensity physical activity accounted for 150.92 minutes (10.48%) of the day.
  • Sample consisted of 325 undergraduate students (167 males, 158 females) from Tianjin University of Science & Technology, recruited May–June 2023.
  • Mean age was 19.74±1.16 years for males and 19.51±1.29 years for females.

Replacing sedentary time with moderate-intensity physical activity (MPA) was associated with improvements in all measured health-related fitness outcomes.

  • A 15-minute isotemporal substitution of sedentary behavior with MPA was associated with reductions in BMI by 0.07–0.19 units, body fat percentage by 0.53–0.59 units, and waist circumference by 0.16–0.27 cm.
  • The same substitution was associated with increases in vital capacity by 119.18–152.67 mL, VO2max by 1.76–1.88 mL/(kg·min), handgrip strength by 0.86–1.46 kg, and sit-and-reach performance by 0.19–0.38 cm.
  • MPA had the most significant effect on improving BMI, body fat percentage, and waist circumference among all activity substitutions.
  • Models were adjusted for covariates including sex and age.

Replacing sedentary time with vigorous-intensity physical activity (VPA) was associated with improvements across all health-related fitness outcomes, particularly cardiorespiratory fitness, muscular strength, and flexibility.

  • Substituting sedentary behavior with VPA was associated with decreases in BMI by 0.14–0.16 units, body fat percentage by 0.49–0.54 units, and waist circumference by 0.12–0.23 cm.
  • VPA substitution was associated with increases in vital capacity by 127.45–160.84 mL, VO2max by 1.91–2.03 mL/(kg·min), handgrip strength by 0.98–1.56 kg, and sit-and-reach by 0.14–0.32 cm.
  • VPA was more effective than MPA in enhancing cardiorespiratory fitness, muscular strength, and flexibility.

Increasing light-intensity physical activity (LPA) was associated with modest increases in BMI, handgrip strength, and sit-and-reach performance.

  • Increasing LPA (substituting from sedentary behavior) resulted in BMI increases of 0.11–0.12 units.
  • LPA substitution was associated with handgrip strength increases of 0.65 kg and sit-and-reach increases of 0.21 cm.
  • LPA was generally considered unfavorable for health-related physical fitness alongside sedentary behavior.

Increasing sleep duration (SLP) was associated with modest reductions in BMI and waist circumference, but was less impactful than MPA and VPA.

  • Substituting sedentary behavior with sleep was associated with a BMI reduction of 0.04 units and waist circumference reduction of 0.09 cm.
  • Sleep had a modest positive effect on BMI and waist circumference but was less impactful than MPA and VPA.
  • No significant associations were found between sleep substitution and cardiorespiratory fitness, muscular strength, or flexibility outcomes.

Compositional data analysis was used to model 24-hour activity behaviors as a composition, applying a 15-minute isotemporal substitution model to estimate substitution effects.

  • Daily 24-hour activity behaviors were measured using a triaxial accelerometer (ActiGraph GT3X+), capturing MPA, VPA, LPA, sedentary behavior, and sleep duration.
  • Body composition was assessed via BMI, waist circumference, and body fat percentage; muscular strength by handgrip strength; cardiorespiratory fitness by vital capacity and VO2max; and flexibility by the sit-and-reach test.
  • A compositional isotemporal substitution model was applied, adjusting for sex and age as covariates.
  • Sampling combined convenience and random methods to recruit 325 undergraduates.

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Citation

Song Y, Cao L, Tan S, Li K, Qi Y. (2026). [Isotemporal substitution analysis of 24-hour activity behaviors and health-related physical fitness in university students].. Wei sheng yan jiu = Journal of hygiene research. https://doi.org/10.19813/j.cnki.weishengyanjiu.2026.01.011