Related Experiment Video
Updated: Feb 10, 2026

Assessment of Physical Activity Intensity with Accelerometers and Oxygen Consumption
Published on: June 20, 2025
Vigorous physical activity is associated with mental well-being: indirect associations via resilience and physical
Manman Shi1, Xia Sebastiane Chen2, Binfeng Yuan1
1Guangdong University of Finance & Economics, Guangzhou, China.
Abstract:
This cross-sectional study examined whether resilience and physical self-esteem statistically account for the association between vigorous physical activity (VPA) and mental well-being among university students. A total of 2,432 undergraduates from three universities in Guangdong, China completed validated measures of VPA (IPAQ-SF), resilience (CD-RISC-10), physical self-esteem (PSPP-Physical Self-Worth), and mental well-being (WHO-5). After confirming the measurement model, a hypothesized serial mediation model (VPA → resilience → physical self-esteem → mental well-being) was tested using structural equation modeling. The model demonstrated acceptable fit (CFI = 0.952, TLI = 0.944, RMSEA = 0.047, SRMR = 0.039). VPA showed positive associations with resilience (β = 0.24, p < 0.001) and physical self-esteem (β = 0.20, p < 0.001). Resilience was positively associated with physical self-esteem (β = 0.38, p < 0.001) and mental well-being (β = 0.36, p < 0.001), and physical self-esteem was positively associated with mental well-being (β = 0.24, p < 0.001). The direct association between VPA and mental well-being remained small but significant (β = 0.06, p < 0.01). Bias-corrected bootstrapping (5,000 resamples) indicated significant indirect associations via resilience, via physical self-esteem, and through the serial pathway, although the serial indirect effect was small in magnitude. These findings are consistent with partial statistical mediation and suggest that interventions may benefit from integrating vigorous physical activity with resilience-building and competence-enhancing components. Given the cross-sectional design, the results reflect associations and do not permit causal inference. Mental well-being was operationalized as positive well-being, with higher WHO-5 scores indicating better well-being.
Related Concept Videos
Physical and Chemical Properties of Matter
Trait and State Self-Esteem
Physical Pendulum
When dealing with complicated systems, the mass moment of inertia is an important parameter, as it...
The Scope of Physics
Solving Problems in Physics
Estimation of the Physical Quantities

