Body Image Satisfaction, Food Consumption, Diet Quality, and Emotional Management in Adolescence: A Longitudinal Analysis from the SI! Program for Secondary Schools Trial
Abstract
1. Introduction
2. Methods
2.1. Study Design and Subjects
2.2. Body Image Satisfaction
2.3. Dietary Assessment
2.4. Emotional Management
2.5. Nutritional Status
2.6. Covariates
2.7. Statistical Methods
3. Results
3.1. Body Image Satisfaction and Nutritional Status
3.2. Body Image Satisfaction and Diet
3.3. Body Image Satisfaction and Emotional Management
4. Discussion
Strengths and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| BI | Body image |
| BID | Body image dissatisfaction |
| BIS | Body image satisfaction |
| BMI | Body mass index |
| CEHQ | Children’s Eating Habits Questionnaire |
| DH | Dietary habits |
| DQI-A | Diet Quality Index for Adolescents |
| ISCED | International Standard Classification of Education |
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| Overall | Boys | Girls | p-Value | |
|---|---|---|---|---|
| Gender, n (%) | 1315 | 681 (51.8%) | 634 (48.2%) | |
| Age, years, mean (SD) | 12.5 (0.4) | 12.6 (0.5) | 12.5 (0.4) | 0.026 |
| Region, n (%) | ||||
| Madrid | 420 (31.9%) | 223 (32.8%) | 197 (31.1%) | 0.515 |
| Barcelona | 895 (68.1%) | 458 (67.3%) | 437 (68.9%) | |
| Migrant background, n (%) | ||||
| Spanish | 868 (66.0%) | 451 (66.2%) | 417 (65.8%) | 0.696 |
| Migrant background | 428 (32.6%) | 222 (32.6%) | 206 (32.5%) | |
| Unknown | 19 (1.4%) | 8 (1.2%) | 11 (1.7%) | |
| Parental education level | ||||
| Low | 245 (18.6%) | 116 (17.0%) | 129 (20.4%) | 0.342 |
| Intermediate | 533 (40.5%) | 275 (40.4%) | 258 (40.7%) | |
| High | 520 (39.5%) | 282 (41.4%) | 238 (37.5%) | |
| Unknown | 17 (1.3%) | 8 (1.2%) | 9 (1.4%) | |
| Nutritional status, n (%) | ||||
| Underweight | 38 (2.9%) | 22 (3.2%) | 16 (2.6%) | <0.001 |
| Normal weight | 909 (69.6%) | 436 (64.3%) | 473 (75.3%) | |
| Overweight | 230 (17.6%) | 144 (21.2%) | 86 (13.7%) | |
| Obesity | 129 (9.9%) | 76 (11.2%) | 53 (8.4%) | |
| Body image satisfaction, n (%) | ||||
| Satisfied | 437 (33.4%) | 169 (25.0%) | 268 (42.3%) | <0.001 |
| Desire to lose weight | 629 (48.0%) | 348 (51.4%) | 281 (44.4%) | |
| Desire to gain weight | 244 (18.6%) | 160 (23.6%) | 84 (13.3%) | |
| DQI-A, mean (SD) | 57.7 (12.9) | 56.7 (13.0) | 58.8 (12.7) | 0.004 |
| Diet quality | 42.2 (24.6) | 38.9 (25.1) | 45.7 (23.6) | <0.001 |
| Dietary diversity | 78.9 (16.7) | 79.7 (16.9) | 78.0 (16.4) | 0.062 |
| Dietary equilibrium | 52.0 (11.8) | 51.5 (11.7) | 52.6 (11.9) | 0.098 |
| Self-esteem, mean (SD) | 15.6 (1.8) | 15.6 (1.8) | 15.5 (1.8) | 0.221 |
| Emotional eating, mean (SD) | 4.6 (2.1) | 4.6 (2.1) | 4.6 (2.0) | 0.852 |
| REPEATED MEASURES AT BASELINE, 2- AND 4-YEAR FOLLOW-UP | ||||||
|---|---|---|---|---|---|---|
| Boys | Girls | |||||
| Mean (95% CI) | Mean (95% CI) | |||||
| Satisfied | Desire to Lose | Desire to Gain | Satisfied | Desire to Lose | Desire to Gain | |
| Dietary Habits | ||||||
| Fruits and vegetables (serving/day) | 2.1 (2.0; 2.3) | 2.1 (2.0; 2.3) | 2.1 (1.9; 2.3) | 2.3 (2.1; 2.5) | 2.3 (2.1; 2.5) | 2.1 (1.8; 2.4) |
| Fast food (serving/week) | 4.5 (4.0; 5.1) a | 4.1 (3.6; 4.7) b | 5.6 (5.0; 6.2) a,b | 3.8 (3.4; 4.2) | 3.6 (3.2; 4.0) | 4.1 (3.5; 4.7) |
| Sugared and sweetened beverages (serving/week) | 14.4 (12.9; 16.0) | 12.6 (11.1; 14.0) | 14.7 (13.0; 16.4) | 11.3 (9.3; 13.3) | 10.8 (8.8; 12.9) | 11.4 (9.1; 13.8) |
| Sweets (serving/week) | 10.1 (9.0; 11.3) | 8.8 (7.7; 9.9) b | 11.8 (10.5; 13.1) b | 10.4 (8.6; 12.1) | 9.7 (8.0; 11.4) | 10.9 (8.7; 13.1) |
| Snacks (serving/week) | 2.0 (1.6; 2.5) | 1.9 (1.4; 2.3) b | 2.4 (2.0; 2.9) b | 2.0 (1.5; 2.6) | 1.9 (1.4; 2.5) | 2.5 (1.9; 3.1) |
| Nuts (serving/week) | 2.1 (1.7; 2.5) | 2.0 (1.6; 2.3) | 2.5 (2.1; 2.9) | 2.2 (1.5; 2.8) | 2.2 (1.5; 2.8) | 2.1 (1.4; 2.9) |
| Whole grains (serving/week) | 3.4 (2.4; 4.4) | 3.2 (2.2; 4.2) | 3.8 (2.8; 4.9) | 3.3 (2.6; 3.9) | 3.7 (3.1; 4.4) | 2.9 (2.0; 3.8) |
| Processed meat (serving/week) | 4.0 (3.7; 4.4) a | 3.9 (3.6; 4.2) b | 4.8 (4.3; 5.2) a,b | 3.9 (3.5; 4.2) | 4.2 (3.9; 4.6) | 4.6 (4.0; 5.2) |
| DQI-A | 57.2 (55.7; 58.7) | 58.3 (56.8; 59.7) | 56.8 (55.1; 58.4) | 59.4 (58.0; 60.9) | 59.8 (58.4; 61.3) | 58.4 (56.4; 60.4) |
| Emotional Management | ||||||
| Self-esteem | 15.5 (15.3; 15.7) a,c | 14.9 (14.7; 15.2) c | 15.0 (14.8; 15.2) a | 14.9 (14.7; 15.2) a,c | 14.1 (13.9; 14.3) c | 14.4 (14.0; 14.7) a |
| Emotional Eating | 4.5 (4.2; 4.8) | 4.7 (4.3; 5.0) | 4.7 (4.4; 5.0) | 5.0 (4.8; 5.2) a,c | 5.4 (5.2; 5.6) c | 5.7 (5.4; 6.0) a |
| REPEATED MEASURES AT BASELINE, 2- AND 4-YEAR FOLLOW-UP | ||||||
|---|---|---|---|---|---|---|
| Boys | Girls | |||||
| OR (95% CI) | OR (95% CI) | |||||
| Satisfied | Desire to Lose | Desire to Gain | Satisfied | Desire to Lose | Desire to Gain | |
| Dietary Habits | ||||||
| Fruits and vegetables | [Ref] | 1.10 (0.76; 1.61) | 0.86 (0.58; 1.29) | [Ref] | 0.89 (0.63; 1.27) | 0.75 (0.45; 1.23) |
| Fast food | - | 0.85 (0.58; 1.24) | 1.77 (1.21; 2.59) | - | 0.79 (0.56; 1.11) | 1.39 (0.87; 2.20) |
| Sugared and sweetened beverages | - | 0.54 (0.37; 0.79) | 0.98 (0.67; 1.42) | - | 0.75 (0.53; 1.04) | 1.09 (0.69; 1.72) |
| Sweets | - | 0.64 (0.44; 0.92) | 1.86 (1.29; 2.68) | - | 0.73 (0.52; 1.00) | 1.21 (0.79; 1.88) |
| Snacks | - | 0.97 (0.59; 1.62) | 1.85 (1.13; 3.03) | - | 0.75 (0.48; 1.18) | 1.42 (0.81; 2.49) |
| Nuts | - | 0.92 (0.60; 1.39) | 1.15 (0.75; 1.77) | - | 0.82 (0.57; 1.18) | 0.91 (0.55; 1.51) |
| Whole grains | - | 1.03 (0.72; 1.48) | 0.99 (0.67; 1.45) | - | 1.20 (0.87; 1.65) | 0.77 (0.48; 1.24) |
| Processed meat | - | 0.85 (0.59; 1.24) | 1.37 (0.94; 2.00) | - | 1.23 (0.87; 1.73) | 1.19 (0.74; 1.92) |
| DQI-A | - | 1.25 (0.83; 1.89) | 0.85 (0.55; 1.31) | - | 1.16 (0.79; 1.71) | 0.92 (0.54; 1.58) |
| Emotional Management | ||||||
| Self-esteem | [Ref] | 0.57 (0.40; 0.81) | 0.66 (0.46; 0.95) | [Ref] | 0.44 (0.31; 0.63) | 0.45 (0.26; 0.77) |
| Emotional Eating | - | 1.27 (0.85; 1.88) | 1.45 (0.96; 2.19) | - | 1.20 (0.85; 1.70) | 2.06 (1.28; 3.32) |
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Bodega, P.; Fernández-Alvira, J.M.; de Cos-Gandoy, A.; Moreno, L.A.; de Miguel, M.; Rodríguez, C.; Martínez-Gómez, J.; Laveriano-Santos, E.P.; Castro-Barquero, S.; Estruch, R.; et al. Body Image Satisfaction, Food Consumption, Diet Quality, and Emotional Management in Adolescence: A Longitudinal Analysis from the SI! Program for Secondary Schools Trial. Nutrients 2025, 17, 3882. https://doi.org/10.3390/nu17243882
Bodega P, Fernández-Alvira JM, de Cos-Gandoy A, Moreno LA, de Miguel M, Rodríguez C, Martínez-Gómez J, Laveriano-Santos EP, Castro-Barquero S, Estruch R, et al. Body Image Satisfaction, Food Consumption, Diet Quality, and Emotional Management in Adolescence: A Longitudinal Analysis from the SI! Program for Secondary Schools Trial. Nutrients. 2025; 17(24):3882. https://doi.org/10.3390/nu17243882
Chicago/Turabian StyleBodega, Patricia, Juan M. Fernández-Alvira, Amaya de Cos-Gandoy, Luis A. Moreno, Mercedes de Miguel, Carla Rodríguez, Jesús Martínez-Gómez, Emily P. Laveriano-Santos, Sara Castro-Barquero, Ramón Estruch, and et al. 2025. "Body Image Satisfaction, Food Consumption, Diet Quality, and Emotional Management in Adolescence: A Longitudinal Analysis from the SI! Program for Secondary Schools Trial" Nutrients 17, no. 24: 3882. https://doi.org/10.3390/nu17243882
APA StyleBodega, P., Fernández-Alvira, J. M., de Cos-Gandoy, A., Moreno, L. A., de Miguel, M., Rodríguez, C., Martínez-Gómez, J., Laveriano-Santos, E. P., Castro-Barquero, S., Estruch, R., Lamuela-Raventós, R. M., Fernández-Jiménez, R., & Santos-Beneit, G. (2025). Body Image Satisfaction, Food Consumption, Diet Quality, and Emotional Management in Adolescence: A Longitudinal Analysis from the SI! Program for Secondary Schools Trial. Nutrients, 17(24), 3882. https://doi.org/10.3390/nu17243882

