#BodyPositivity: The Role of Body Appreciation and Body Mass Index for Muscle Dysmorphia, Body Attitudes and Exercise Motives Among Men
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants and Procedures
2.2. Measures
2.2.1. The Body Appreciation Scale-2
2.2.2. The Muscle Dysmorphic Disorder Inventory
2.2.3. The Male Body Attitude Scale
2.2.4. The Exercise Motivations Inventory-2
2.2.5. The Demographic Survey
2.3. Statistical Analysis
3. Results
3.1. Cluster Analysis of Body Appreciation and Body Mass Index
3.2. Comparison of the Four Clusters for Muscle Dysmorphia, Body Attitudes and Exercise Motives
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
BMI | index |
M | mean |
SD | standard deviation |
MD | muscle dysmorphia |
N | total number of individuals |
V, F | statistics for MANOVA (using Pillai’s trace) |
P | p-value |
vs. | versus |
ƞp2 | effect size |
BAS-2 | Body Appreciation Scale-2 |
MDDI | Muscle Dysmorphic Disorder Inventory |
MBAS | Male Body Attitude Scale |
EMI-2 | Exercise Motivations Inventory–2 |
MANOVA | multivariate analysis of variance |
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Cluster 1 (N = 70): Low Body Appreciation and Healthy Weight | Cluster 2 (N = 130): High Body Appreciation and Excess Weight | Cluster 3 (N = 58): Low Body Appreciation and Excess Weight | Cluster 4 (N = 116): High Body Appreciation and Healthy Weight | ||
---|---|---|---|---|---|
M (SD) | F | ||||
Age | 25.94 (6.86) aB | 31.06 (9.45) aC | 30.48 (8.30) B | 27.67 (7.71) C | F(3, 370) = 7.43, p < 0.001 |
N (%) | χ2 and Cramer’s V | ||||
Educational qualification | χ2(9) = 11.23, Cramer’s V = 10 NS | ||||
Primary school | 4 (5.71) | 2 (1.54) | 2 (3.45) | 2 (1.72) | |
Vocational school | 3 (4.29) | 9 (6.92) | 6 (10.34) | 5 (4.31) | |
Secondary school | 38 (54.29) | 53 (40.77) | 26 (44.83) | 59 (50.87) | |
Undergraduate degree or completed a Master’s degree | 25 (35.71) | 66 (50.77) | 24 (41.38) | 50 (43.10) | |
Relationship status | χ2(15) = 30.08, Cramer’s V = 0.16 * | ||||
Single | 43 (61.43) | 54 (41.54) | 30 (51.73) | 56 (48.28) | |
Partnered but not married | 21 (30.00) | 30 (23.08) | 12 (20.69) | 35 (30.17) | |
Married | 4 (5.71) | 38 (29.23) | 15 (25.86) | 21 (18.10) | |
Other status | 2 (2.86) | 8 (6.15) | 1 (1.72) | 4 (3.45) |
Cluster 1 (N = 70): Low Body Appreciation and Healthy Weight | Cluster 2 (N =130): High Body Appreciation and Excess Weight | Cluster 3 (N = 58): Low Body Appreciation and Excess Weight | Cluster 4 (N = 116): High Body Appreciation and Healthy Weight | ||
---|---|---|---|---|---|
M (SD) | Post hoc | ||||
Muscle Dysmorphic Disorder Inventory | |||||
F(3, 370) = 6.71, p < 0.001, ƞp2 = 0.05 | |||||
Total score | 34.66 (9.92) | 30.70 (9.47) | 34.38 (10.06) | 29.08 (10.04) | 1 vs. 2 * 1 vs. 3 1 vs. 4 ** 2 vs. 3 2 vs. 4 3 vs. 4 ** |
F(3, 370) = 2.71, p < 0.05, ƞp2 = 0.02 | |||||
Subscale: drive for size | 14.67 (4.85) | 12.54 (5.00) | 12.78 (5.37) | 13.13 (5.48) | 1 vs. 2 * 1 vs. 3 1 vs. 4 2 vs. 3 2 vs. 4 3 vs. 4 |
F(3, 370) = 37.00, p < 0.001, ƞp2 = 0.23 | |||||
Subscale: appearance intolerance | 10.47 (3.49) | 8.49 (3.06) | 11.97 (3.55) | 6.96 (3.17) | 1 vs. 2 *** 1 vs. 3 1 vs. 4 *** 2 vs. 3 *** 2 vs. 4 ** 3 vs. 4 *** |
F(3, 370) = 0.63, p > 0.05, ƞp2 = 0.001 | |||||
Subscale: functional impairment | 9.51 (4.15) | 9.67 (3.95) | 9.64 (3.79) | 8.99 (4.56) | 1 vs. 2 1 vs. 3 1 vs. 4 2 vs. 3 2 vs. 4 3 vs. 4 |
Cluster 1 (N = 70): Low Body Appreciation and Healthy Weight | Cluster 2 (N =130): High Body Appreciation and Excess Weight | Cluster 3 (N = 58): Low Body Appreciation and Excess Weight | Cluster 4 (N = 116): High Body Appreciation and Healthy Weight | ||
---|---|---|---|---|---|
M (SD) | Post hoc | ||||
Male Body Attitude Scale | |||||
F(3, 370) = 18.18, p < 0.001, ƞp2 = 0.13 | |||||
Total score | 3.42 (1.03) | 3.09 (0.94) | 3.80 (1.06) | 2.73 (0.90) | 1 vs. 2 1 vs. 3 1 vs. 4 *** 2 vs. 3 *** 2 vs. 4 * 3 vs. 4 *** |
F(3, 370) = 3.20, p < 0.05, ƞp2 = 0.03 | |||||
Subscale: muscularity | 3.59 (1.29) | 3.14 (1.19) | 3.51 (1.18) | 3.15 (1.21) | 1 vs. 2 1 vs. 3 1 vs. 4 2 vs. 3 2 vs. 4 3 vs. 4 |
F(3, 370) = 29.97, p < 0.001, ƞp2 = 0.20 | |||||
Subscale: body fat | 3.18 (1.19) | 3.26 (1.13) | 4.14 (1.28) | 2.45 (1.00) | 1 vs. 2 1 vs. 3 *** 1 vs. 4 *** 2 vs. 3 *** 2 vs. 4 *** 3 vs. 4 *** |
F(3, 370) = 9.27, p < 0.001, ƞp2 = 0.07 | |||||
Subscale: height | 2.71 (1.11) | 2.39 (0.90) | 2.74 (0.92) | 2.09 (0.87) | 1 vs. 2 1 vs. 3 1 vs. 4 *** 2 vs. 3 2 vs. 4 3 vs. 4 *** |
Cluster 1 (N = 70): Low Body Appreciation and Healthy Weight | Cluster 2 (N =130): High Body Appreciation and Excess Weight | Cluster 3 (N = 58): Low Body Appreciation and Excess Weight | Cluster 4 (N = 116): High Body Appreciation and Healthy Weight | ||
---|---|---|---|---|---|
M (SD) | Post hoc | ||||
Exercise Motivations Inventory-2 | |||||
F(3, 370) = 11.09, p < 0.001, ƞp2 = 0.08 | |||||
Subscale: enjoyment | 2.52 (1.60) | 3.42 (1.44) | 2.37 (1.49) | 3.33 (1.46) | 1 vs. 2 *** 1 vs. 3 1 vs. 4 ** 2 vs. 3 *** 2 vs. 4 3 vs. 4 *** |
F(3, 370) = 6.58, p < 0.001, ƞp2 = 0.05 | |||||
Subscale: positive health | 3.28 (1.58) | 3.77 (1.33) | 3.03 (1.38) | 3.86 (1.33) | 1 vs. 2 1 vs. 3 1 vs. 4 * 2 vs. 3 ** 2 vs. 4 3 vs. 4 ** |
F(3, 370) = 5.31, p < 0.01, ƞp2 = 0.04 | |||||
Subscale: nimbleness | 2.71 (1.56) | 3.16 (1.54) | 2.24 (1.38) | 2.97 (1.52) | 1 vs. 2 1 vs. 3 1 vs. 4 2 vs. 3 ** 2 vs. 4 3 vs. 4 * |
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Czepczor-Bernat, K.; Modrzejewska, A.; Modrzejewska, J. #BodyPositivity: The Role of Body Appreciation and Body Mass Index for Muscle Dysmorphia, Body Attitudes and Exercise Motives Among Men. Nutrients 2025, 17, 1177. https://doi.org/10.3390/nu17071177
Czepczor-Bernat K, Modrzejewska A, Modrzejewska J. #BodyPositivity: The Role of Body Appreciation and Body Mass Index for Muscle Dysmorphia, Body Attitudes and Exercise Motives Among Men. Nutrients. 2025; 17(7):1177. https://doi.org/10.3390/nu17071177
Chicago/Turabian StyleCzepczor-Bernat, Kamila, Adriana Modrzejewska, and Justyna Modrzejewska. 2025. "#BodyPositivity: The Role of Body Appreciation and Body Mass Index for Muscle Dysmorphia, Body Attitudes and Exercise Motives Among Men" Nutrients 17, no. 7: 1177. https://doi.org/10.3390/nu17071177
APA StyleCzepczor-Bernat, K., Modrzejewska, A., & Modrzejewska, J. (2025). #BodyPositivity: The Role of Body Appreciation and Body Mass Index for Muscle Dysmorphia, Body Attitudes and Exercise Motives Among Men. Nutrients, 17(7), 1177. https://doi.org/10.3390/nu17071177