Abstract
BACKGROUND: Training-related perceived stress may be linked to aggressive behavior in university training environments, yet it remains unclear whether this association is transmitted through emotion regulation and psychological resilience and whether these processes operate sequentially. METHODS: In a classroom-cluster convenience sample of sport-major undergraduates from a Chinese university (N = 711), participants completed standard measures with training-anchored instructions assessing perceived stress, emotion regulation, psychological resilience, and self-reported aggressive behavior. Measurement structure was evaluated using confirmatory factor analysis, and indirect and serial indirect effects were tested with bootstrapped mediation models (5,000 resamples; 95% percentile confidence intervals). RESULTS: Higher training-related perceived stress was associated with higher aggressive behavior (total effect B = 0.183, 95% CI [0.123, 0.243]). Both emotion regulation and psychological resilience showed significant indirect effects, and a small but robust serial indirect effect through emotion regulation followed by psychological resilience was observed (serial indirect effect B = 0.004, 95% CI [0.001, 0.007]; total indirect effect B = 0.038, 95% CI [0.020, 0.058]). The direct association remained significant after accounting for the mediators (B = 0.145, 95% CI [0.084, 0.207]). CONCLUSION: Within training-anchored contexts, perceived stress is linked to aggressive behavior partly through constrained emotion regulation and reduced resilience, consistent with a "regulation-first, resource-next" sequence. These findings suggest a stepped prevention focus on reducing salient training stressors while strengthening emotion-regulation skills and resilience; longitudinal and multi-source studies are needed to test temporal ordering and causal mechanisms.