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Updated: May 21, 2026

Clinical Anthropometrics and Body Composition from 3-Dimensional Optical Imaging
Published on: June 7, 2024
Body image, body mass index, and body composition in young adults
Veronica M Streeter1, Robin R Milhausen, Andrea C Buchholz
1Department of Family Relations and Applied Human Nutrition, University of Guelph, ON.
Purpose:
Associations were examined between body image and body mass index (BMI) in comparison with body composition in healthy weight, overweight, and obese young adults.
Methods:
Weight and height were determined, and the percentage of fat mass (%FM) and percentage of fat-free mass (%FFM) were measured by dual energy X-ray absorptiometry in 75 male and 87 female young adults (21.1 ± 1.9 years; 25.2 ± 4.4 kg/m² [mean ± standard deviation]). Body image was measured using the three subscales Weight Esteem, Appearance Esteem, and External Attribution of the Body-Esteem Scale for Adolescents and Adults (BESAA).
Results:
Body mass index and %FM were highly correlated (r for males = 0.74, r for females = 0.82; both p<0.001), and were inversely associated with body image, particularly Weight Esteem. After adjustment for physical activity, BMI and %FM (and %FFM, although in the opposite direction) were associated with each BESAA subscale: %FM, %FFM, and BMI explained 12% to 14% of the variance in Appearance Esteem for both sexes, 33% to 41% in Weight Esteem in women and 16% to 18% in men, and 8% to 10% in External Attribution in women (all p<0.05) and <5% for men (NS).
Conclusions:
Clinicians should be aware that as their clients' BMI and %FM increase, body image decreases, particularly in women.
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