Influences of Sex and BMI on Body Image, Weight Bias, Disordered Eating, and Psychological Well-Being: A Multivariate Analysis
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Measures
2.3. Procedure
2.4. Data Preparation and Statistical Analysis
3. Results
- Satisfaction with Appearance: There were significant main effects of sex [F(1, 604) = 69.83, p < 0.001, partial η2 = 0.10], and BMI category, [F(2, 604) = 76.24, p < 0.001, partial η2 = 0.20], as well as a significant interaction, [F(2, 604) = 11.33, p < 0.001]. Overall, men reported significantly higher satisfaction with their appearance (M = 24.77, SD = 4.54) than women (M = 21.42, SD = 5.14). In terms of BMI, individuals with a healthy weight reported greater satisfaction (M = 25.96, SD = 4.14) than those who were living with being overweight (M = 23.22, SD = 4.61) or obesity (M = 20.08, SD = 5.75), with satisfaction decreasing as BMI levels increased. The interaction indicated that BMI had a stronger negative impact on satisfaction for women than for men. For instance, women living with obesity reported particularly low satisfaction (M = 17.74, SD = 5.75), compared to men in the same category (M = 22.42, SD = 4.61). This suggests that higher body weight is especially damaging to women’s satisfaction with their appearance.
- Investment in Appearance: Significant main effects were observed for sex, [F(1, 604) = 57.41, p < 0.001, partial η2 = 0.09] and BMI, [F(2, 604) = 5.69, p = 0.004, partial η2 = 0.02], as well as a significant interaction [F(2, 604) = 4.09, p = 0.017]. Specifically, women reported higher investment in their appearance (M = 35.49, SD = 5.42) than men (M = 31.52, SD = 6.10), indicating that women generally place more importance on appearance-related behaviors. Furthermore, participants with healthy BMI invested more in appearance (M = 34.59, SD = 5.33) than those living with being overweight (M = 32.90, SD = 5.79) and obesity (M = 33.03, SD = 5.60). The interaction revealed that investment remained relatively stable across BMI for women, but declined slightly for men with higher BMI. This suggests that cultural pressures to maintain appearance may be more consistent for women, regardless of body size.
- Weight/Shape-Related Anxiety: The model revealed significant main effects for both sex [F (1604) = 55.16, p < 0.001, partial η2 = 0.08] and BMI category [F (2604) = 28.33, p < 0.001, partial η2 = 0.09]. No significant interaction between sex and BMI category was found (F (2604) = 2.14, p > 0.119). For both sexes, individuals classified within the overweight and obesity categories based on BMI experienced more anxiety, with a stronger effect observed in women. Additionally, women reported significantly higher appearance-related anxiety (M = 11.55, SD = 3.54) than men (M = 9.26, SD = 3.31). Lastly, weight/shape-related anxiety increased with BMI, where healthy-weight participants reported the lowest anxiety (M = 8.98, SD = 2.91), while individuals living with obesity reported the highest (M = 11.14, SD = 3.88). The non-significant interaction suggests that the pattern of increasing overweight preoccupation with BMI was similar for men and women.
- Body Appreciation: The model revealed significant main effects for both sex [F (1604) = 25.95, p < 0.001, partial η2 = 0.04] and BMI category [F (2604) = 51.52, p < 0.001, partial η2 = 0.15] on body appreciation, along with a significant interaction between sex and BMI category, F (2604) = 3.46, p = 0.032). Men expressed a greater appreciation of their bodies (M = 38.02, SD = 6.88) compared to women (M = 34.48, SD = 7.31). Participants with a healthy BMI reported higher body appreciation (M = 39.82, SD = 6.28) than those living with being overweight (M = 37.69, SD = 6.79) or obesity (M = 31.23, SD = 8.32). The interaction effect showed that body appreciation declined more steeply for women than for men as BMI increased. Women living with obesity reported particularly low body appreciation (M = 29.77, SD = 8.72), whereas men remained more stable.
- Disordered Eating: The model revealed significant main effects for both sex [F (1604) = 54.72, p < 0.001, partial η2 = 0.08] and BMI category [F (2604) = 24.64, p < 0.001, partial η2 = 0.08]. No significant interaction between sex and BMI category was found (F (2604) = 1.99, p > 0.05). Men living with being overweight and obesity (M = 20.58, SD = 6.37 and M = 19.61, SD = 6.41, respectively) exhibited lower disordered eating scores compared to men with healthy BMI (M = 23.39, SD = 5.37). Similarly, women living with being overweight and obesity (M = 14.65, SD = 6.68, M = 16.38, SD = 6.63) also reported lower disordered eating scores than women classified as having a healthy BMI (M = 19.67, SD = 6.82). Interestingly, regardless of sex category, participants living with being overweight and obesity had significantly lower disordered eating scores in both sexes, even though the discrepancy was higher in women.
- Global Self-Esteem: The analysis did not reveal any significant main effect on sex or BMI category or interaction (p > 0.05). The lack of significant findings indicates that global self-esteem is not significantly influenced by either sex or BMI category or their interaction.
- Depression: The model revealed significant main effects for sex [F (1604) = 22.46, p < 0.001, partial η2 = 0.04] but not for BMI category [F (2604) = 4.344, p = 0.077] or their interaction (F (2604) = 1.62, p > 0.05). Women reported significantly more depressive symptoms (M = 19.64, SD = 7.11) than men (M = 15.39, SD = 6.35), consistent with broader mental health trends. Although the effect of BMI was not significant overall, descriptive patterns showed that women living with obesity reported the highest depression levels (M = 22.23, SD = 7.90), suggesting a potential cumulative effect of body dissatisfaction and sex.
- Weight Bias: The model revealed significant main effects for both sex [F (1604) = 38.63, p < 0.001, partial η2 = 0.06] and BMI category [F (2604) = 60.28, p < 0.001, partial η2 = 0.17] on weight bias, along with a significant interaction between sex and BMI category, F (2604) = 10.61, p < 0.001). Men reported more weight bias (M = 56.42, SD = 8.09) than women (M = 49.90, SD = 8.23), and participants with a normal BMI showed more bias (M = 60.11, SD = 6.69) than those living with being overweight (M = 52.46, SD = 8.46) or obesity (M = 46.92, SD = 9.22). The interaction indicated that the sex difference in weight bias was especially pronounced in the group living with obesity: men living with obesity reported a mean of 51.85 (SD = 9.55), while women with obesity scored a mean of 42.00 (SD = 8.72). This may reflect internalized stigma and broader sex norms about body weight.
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Characteristic | N | % |
---|---|---|
Total Sample | 642 | 100 |
Sex | ||
Male | 278 | 43.3 |
Female | 364 | 56.7 |
Age | ||
Mean (M) | 30.9 | |
Standard Deviation (SD) | 7.76 | |
BMI Category | ||
Underweight (BMI < 18.5) | 32 | 5 |
Healthy weight (BMI 18.5–24.9) | 326 | 50.8 |
Overweight (BMI 25–29.9) | 170 | 26.4 |
Obesity (BMI ≥ 30) | 114 | 17.8 |
Education | ||
Higher Education (including master’s or doctoral degrees) | 471 | 73.4 |
Secondary Education (high school or technical school) | 186 | 29 |
Elementary Education | 6 | 1 |
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Argyrides, M.; Efthyvoulou, L.; Zamba, K.; Anastasiades, E.; Charalambous, Z. Influences of Sex and BMI on Body Image, Weight Bias, Disordered Eating, and Psychological Well-Being: A Multivariate Analysis. Obesities 2025, 5, 54. https://doi.org/10.3390/obesities5030054
Argyrides M, Efthyvoulou L, Zamba K, Anastasiades E, Charalambous Z. Influences of Sex and BMI on Body Image, Weight Bias, Disordered Eating, and Psychological Well-Being: A Multivariate Analysis. Obesities. 2025; 5(3):54. https://doi.org/10.3390/obesities5030054
Chicago/Turabian StyleArgyrides, Marios, Lina Efthyvoulou, Konstantina Zamba, Elly Anastasiades, and Zoe Charalambous. 2025. "Influences of Sex and BMI on Body Image, Weight Bias, Disordered Eating, and Psychological Well-Being: A Multivariate Analysis" Obesities 5, no. 3: 54. https://doi.org/10.3390/obesities5030054
APA StyleArgyrides, M., Efthyvoulou, L., Zamba, K., Anastasiades, E., & Charalambous, Z. (2025). Influences of Sex and BMI on Body Image, Weight Bias, Disordered Eating, and Psychological Well-Being: A Multivariate Analysis. Obesities, 5(3), 54. https://doi.org/10.3390/obesities5030054