This study identified distinct latent profiles of physically active adults based on body mass index (BMI), fatphobia attitudes, disordered eating (DE) behaviors, and mental health-related quality of life (MHRQL). A convenience sample of 398 physically active adults in Jordan completed validated Fat Phobia Scale-12, Eating Attitudes Test-26 (EAT-26), Short Form Health Survey-12 (SF-12), and International Physical Activity Questionnaire. Latent Profile Analysis revealed a two-class solution (entropy = 0.83, BLRT p = 0.01). Class 1 (82.5%) represented a “Low Risk Profile” with lower BMI (M = 24.68), moderate fatphobia (M = 35.14), low DE risk (M = 14.47), and better mental health (M = 66.70). Class 2 (17.5%) constituted a “High Risk Profile” with higher BMI (M = 27.59), elevated fatphobia (M = 36.65), high DE risk (M = 35.60), and poorer mental health (M = 61.57). Physical activity may not provide uniform protection against fatphobia and DE risk, and is associated with varying levels of MHRQL, supporting person-centered interventions.
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