“…Researchers conducted preliminary analyses to determine potential confounding variables, including age, marital status, income, and body fat percentage. Among these variables, only body fat percentage was significantly (p < .005) related to both body image and physical activity, a finding consistent within previous studies (e.g., Huddy et al, 1997;Roy, Hunter, & Blaudeau, 2006;Ekelund et al, 2011). Therefore, partial correlations were calculated examining physical activity and body image while adjusting for body fat percentage.…”