Exercise & Training

Phase-specific changes in anthropometric and physical fitness outcomes among Chinese upper-secondary students before, during, and after the COVID-19 pandemic: the moderating role of educational track.

TL;DR

Large-scale societal disruptions such as the COVID-19 pandemic alter adolescent physical fitness in domain- and context-specific ways, reshaping developmental patterns and inequality dynamics rather than uniformly depressing fitness levels, with educational track playing a critical moderating role.

Key Findings

Statistically robust phase-related variations and phase-by-school-type interactions were observed across all physical fitness domains among Chinese upper secondary students before, during, and after the COVID-19 pandemic.

  • Study used large-scale school-based fitness surveillance data collected across three pandemic phases: before, during, and after COVID-19.
  • Students were aged 15-18 years and stratified by educational track: general academic versus vocational education.
  • Outcomes analyzed spanned explosive power, endurance, flexibility, and anthropometric measures.
  • Phase effects and phase-by-school-type interactions were assessed across all fitness domains.
  • Responses were described as 'highly domain-specific' rather than uniform across fitness categories.

Anthropometric indicators followed overall upward trajectories consistent with long-term secular patterns, with vocational education students exhibiting greater temporal sensitivity to pandemic-related disruption.

  • Anthropometric measures showed an overall upward trend across the three pandemic phases.
  • This upward trajectory was characterized as consistent with long-term secular patterns.
  • Vocational education students showed greater temporal sensitivity to pandemic-related disruption compared to general academic track students.
  • The phase-by-school-type interaction was observed for anthropometric outcomes.

Explosive power showed relatively small phase effects but large and persistent between-school differences across the pandemic phases.

  • Phase effects on explosive power were described as 'relatively small' compared to other fitness domains.
  • Between-school differences in explosive power were characterized as 'large and persistent.'
  • This pattern suggests that educational track differences in explosive power were maintained regardless of pandemic phase.
  • Explosive power was among the outcomes analyzed using school-based fitness surveillance data.

Endurance performance displayed pronounced phase-dependent changes including delayed differentiation between educational tracks.

  • Endurance showed 'pronounced phase-dependent changes' across the three study periods.
  • A pattern of 'delayed differentiation in endurance performance' was observed between school types.
  • This suggests that differences between general academic and vocational students in endurance emerged or widened at a later phase rather than immediately.
  • Endurance was one of the fitness domains most affected by pandemic-phase variation.

Flexibility disparities between educational tracks temporarily narrowed during the pandemic phase.

  • Flexibility displayed 'pronounced phase-dependent changes' similar to endurance.
  • A 'temporary narrowing of between-school disparities in flexibility during the pandemic' was observed.
  • This narrowing suggests that the pandemic disruption differentially affected flexibility across educational tracks in a way that reduced inequality temporarily.
  • The narrowing was characterized as temporary, implying disparities may have re-emerged in the post-pandemic phase.

The educational track moderates vulnerability and recovery across fitness domains during large-scale societal disruptions such as the COVID-19 pandemic.

  • Vocational education students showed differential responses compared to general academic track students across multiple fitness domains.
  • The moderating role of educational track was observed across anthropometric indicators, explosive power, endurance, and flexibility.
  • The findings indicate that pandemic disruptions reshape 'developmental patterns and inequality dynamics rather than uniformly depressing fitness levels.'
  • Authors concluded there is a need for fitness monitoring and intervention strategies 'sensitive to both domain-specific characteristics and the educational context.'

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Citation

Xu C, Xu C, Du S. (2026). Phase-specific changes in anthropometric and physical fitness outcomes among Chinese upper-secondary students before, during, and after the COVID-19 pandemic: the moderating role of educational track.. Frontiers in public health. https://doi.org/10.3389/fpubh.2026.1771290