Body Composition

The association of screen time with childhood obesity and metabolic status: a mediation analysis of cardiorespiratory fitness.

TL;DR

In Chinese children, lower screen time was associated with more favorable obesity-related profiles, with cardiorespiratory fitness playing as a significant mediator in this association.

Key Findings

Higher screen time was significantly associated with increased visceral fat area in children after adjusting for covariates.

  • β = 0.029, P = 0.009
  • Adjustments included sex, age, maternal education level, physical activity, and diet
  • Generalized linear mixed models were employed for analysis
  • Sample consisted of 1,286 third-grade students in Ningbo, China

Higher screen time was significantly associated with increased body fat mass index in children.

  • β = 0.109, P = 0.017
  • Body fat mass index (BFMI) was derived from body composition measurements
  • Analysis adjusted for sex, age, maternal education level, physical activity, and diet

Higher screen time was significantly associated with increased body fat percentage in children.

  • β = 0.469, P = 0.010
  • Body fat percentage (BFP) was measured via body composition assessment
  • Analysis adjusted for sex, age, maternal education level, physical activity, and diet

Higher screen time was significantly associated with decreased high-density lipoprotein cholesterol in children.

  • β = -0.014, P = 0.038
  • HDL-C was measured from fasting blood samples
  • This was the only lipid/metabolic blood marker found to be significantly associated with screen time in the adjusted models

Cardiorespiratory fitness mediated a large proportion of the association between screen time and visceral fat area.

  • CRF explained 66.6% of the association between screen time and VFA (P < 0.05)
  • Mediation analysis was performed using bootstrap resampling
  • CRF was assessed using the 20-meter shuttle run test

Cardiorespiratory fitness mediated a substantial proportion of the association between screen time and body fat mass index.

  • CRF explained 67.5% of the association between screen time and BFMI (P = 0.014)
  • Mediation analysis was performed using bootstrap resampling
  • This represented the largest mediation proportion among the obesity-related indicators tested

Cardiorespiratory fitness mediated a substantial proportion of the association between screen time and body fat percentage.

  • CRF explained 65.1% of the association between screen time and BFP (P = 0.006)
  • Mediation analysis was performed using bootstrap resampling

Cardiorespiratory fitness mediated a smaller but significant proportion of the association between screen time and HDL-C.

  • CRF explained 22.6% of the association between screen time and HDL-C (P = 0.026)
  • This mediation proportion was notably smaller than that observed for adiposity-related outcomes (66.6%–67.5%)
  • Mediation analysis was performed using bootstrap resampling

The study was conducted using baseline data from the OptiChild study involving third-grade students in Ningbo, China.

  • Sample size was 1,286 third-grade students
  • Anthropometric measurements, body composition, blood pressure, and fasting blood samples were collected
  • Screen time, physical activity, and diet quality were assessed through questionnaires
  • CRF was assessed using the 20-meter shuttle run test

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Citation

Zhang J, Wang B, Jin H, Gu J, Zhang J, Shou G, et al.. (2026). The association of screen time with childhood obesity and metabolic status: a mediation analysis of cardiorespiratory fitness.. Frontiers in endocrinology. https://doi.org/10.3389/fendo.2025.1719372