Diet, Eating Habits, and Lifestyle Factors Associated with Adequate Sleep Duration in Children and Adolescents Living in 5 Mediterranean Countries: The DELICIOUS Project
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Data Collection
2.3. Dietary Intake
2.4. Diet Quality
2.5. Sleep Duration
2.6. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Sleep Duration | Sleep Duration | ||||
---|---|---|---|---|---|
Inadequate | Adequate | p-Value | OR (95% CI) | OR (95% CI) * | |
Age groups, (n, %) | 0.019 | ||||
Children (6–11 y) | 222 (47.3) | 825 (53.5) | 1 | 1 | |
Adolescents (12–17 y) | 247 (52.7) | 717 (46.5) | 0.78 (0.64, 0.96) | 0.55 (0.42, 0.72) | |
Sex, (n, %) | 0.141 | ||||
Male | 246 (52.5) | 749 (48.6) | 1 | 1 | |
Female | 223 (47.5) | 793 (51.4) | 1.17 (0.95, 1.44) | 1.23 (0.95, 1.60) | |
Weight status, (n, %) | 0.620 | ||||
Normal weight | 210 (66.5) | 877 (69.3) | 1 | 1 | |
Overweight | 57 (18.0) | 206 (16.3) | 0.87 (0.62, 1.20) | 0.86 (0.60, 1.23) | |
Obese | 49 (15.5) | 183 (14.5) | 0.89 (0.63, 1.27) | 0.85 (0.58, 1.24) | |
Parents’ age, (n, %) | <0.001 | ||||
<44 y | 133 (28.4) | 290 (18.8) | 1 | 1 | |
≥45 y | 336 (71.6) | 1252 (81.2) | 1.71 (1.35, 2.17) | 2.07 (1.48, 2.88) | |
Parents’ occupational level, (n, %) | 0.099 | ||||
Unemployed | 343 (74.6) | 1190 (78.2) | 1 | 1 | |
Current working | 117 (25.4) | 331 (21.8) | 0.82 (0.64, 1.04) | 1.21 (0.86, 1.71) | |
Parents’ educational level, (n, %) | 0.029 | ||||
Low | 31 (7.0) | 60 (4.0) | 1 | 1 | |
Medium | 163 (37.0) | 587 (39.3) | 1.86 (1.17, 2.97) | 1.81 (0.97, 3.38) | |
High | 247 (56.0) | 846 (56.7) | 1.77 (1.12, 2.79) | 1.80 (0.96, 3.37) | |
Area of living, (n, %) | 0.696 | ||||
Urban | 377 (80.4) | 1252 (81.2) | 1 | 1 | |
Rural | 92 (19.6) | 290 (18.8) | 0.95 (0.73, 1.23) | 0.93 (0.66, 1.31) |
Sleep Duration | Sleep Duration | ||||
---|---|---|---|---|---|
Inadequate | Adequate | p-Value | OR (95% CI) | OR (95% CI) * | |
Breakfast habit, (n, %) | <0.001 | ||||
Never/seldom | 106 (22.6) | 171 (11.1) | 1 | 1 | |
Often | 103 (22.0) | 245 (15.9) | 1.47 (1.06, 2.06) | 1.34 (0.95, 1.89) | |
Always | 260 (55.4) | 1126 (73.0) | 2.68 (2.03, 3.54) | 2.23 (1.62, 3.08) | |
Eating outside of the home, (n, %) | 0.017 | ||||
Never | 199 (42.4) | 733 (47.5) | 1 | 1 | |
1 time | 212 (45.2) | 679 (44.0) | 0.87 (0.70, 1.08) | 1.14 (0.88, 1.47) | |
2 or more times | 58 (12.4) | 130 (8.4) | 0.61 (0.43, 0.86) | 0.74 (0.50, 1.09) | |
Eating with family, (n, %) | <0.001 | ||||
Seldom | 17 (3.6) | 24 (1.6) | 1 | 1 | |
Often | 179 (38.2) | 422 (27.4) | 1.67 (0.88, 3.18) | 1.20 (0.60, 2.38) | |
Daily | 273 (58.2) | 1096 (71.1) | 2.84 (1.51, 5.37) | 1.40 (0.71, 2.79) | |
Eating alone, (n, %) | <0.001 | ||||
Never/seldom | 239 (51.0) | 1008 (65.4) | 1 | 1 | |
Often | 178 (38.0) | 419 (27.2) | 0.56 (0.45, 0.70) | 0.72 (0.53, 0.97) | |
Daily | 52 (11.1) | 115 (7.5) | 0.52 (0.37, 0.75) | 0.62 (0.42, 0.91) | |
Eating at school, (n, %) | 0.722 | ||||
Never/seldom | 201 (42.9) | 630 (40.9) | 1 | 1 | |
Often | 143 (30.5) | 479 (31.1) | 1.07 (0.84, 1.37) | 1.33 (1.01, 1.74) | |
Almost daily | 125 (26.7) | 433 (28.1) | 1.11 (0.86, 1.43) | 1.06 (0.81, 1.39) | |
Eating advertised foods, (n, %) | 0.005 | ||||
No | 214 (45.6) | 817 (53.0) | 1 | 1 | |
Yes | 255 (54.4) | 725 (47.0) | 0.74 (0.61, 0.92) | 0.93 (0.73, 1.19) | |
Eating home-made foods, (n, %) | 0.004 | ||||
Seldom | 69 (14.7) | 183 (11.9) | 1 | 1 | |
Often | 228 (48.6) | 663 (43.0) | 1.10 (0.80, 1.50) | 1.26 (0.89, 1.79) | |
Almost daily | 172 (36.7) | 696 (45.1) | 1.53 (1.10, 2.11) | 1.23 (0.87, 1.72) | |
Screen time, (n, %) | 0.080 | ||||
<2 h/day | 255 (54.4) | 876 (56.8) | 1 | 1 | |
2–4 h/day | 166 (35.4) | 557 (36.1) | 0.98 (0.78, 1.22) | 1.70 (1.27, 2.27) | |
>4 h/day | 48 (10.2) | 109 (7.1) | 0.66 (0.46, 0.95) | 1.26 (0.97, 1.63) | |
Physical activity level, (n, %) | <0.001 | ||||
Low | 274 (58.4) | 743 (48.2) | 1 | 1 | |
Medium | 79 (16.8) | 382 (24.8) | 1.78 (1.35, 2.36) | 1.05 (0.83, 1.33) | |
High | 116 (24.7) | 417 (27.0) | 1.33 (1.03, 1.70) | 0.86 (0.58, 1.27) |
Sleep Duration | Sleep Duration | ||||
---|---|---|---|---|---|
Inadequate | Adequate | p-Value | Univariate OR (95% CI) | Multivariate OR (95% CI) * | |
Vegetables, n (%) | 0.019 | ||||
Never | 35 (7.5) | 90 (5.8) | 1 | 1 | |
1–2 portions/d | 365 (77.8) | 1287 (83.5) | 1.37 (0.91, 2.06) | 0.97 (0.61, 1.53) | |
≥3 portions/d | 69 (14.7) | 165 (10.7) | 0.93 (0.57, 1.50) | 0.66 (0.38, 1.16) | |
Fruit, n (%) | <0.001 | ||||
Never | 40 (8.5) | 53 (3.4) | 1 | 1 | |
1–2 portions/d | 340 (72.5) | 1208 (78.3) | 2.68 (1.75, 4.11) | 2.13 (1.33, 3.42) | |
≥3 portions/d | 89 (19.0) | 281 (18.2) | 2.38 (1.48, 3.83) | 2.07 (1.20, 3.59) | |
Cereals, n (%) | 0.005 | ||||
Never | 25 (5.3) | 81 (5.3) | 1 | 1 | |
1–2 portions/d | 378 (80.6) | 1323 (85.8) | 1.08 (0.68, 1.72) | 0.88 (0.54, 1.43) | |
≥3 portions/d | 66 (14.1) | 138 (8.9) | 0.65 (0.38, 1.10) | 0.59 (0.33, 1.05) | |
Dairy, n (%) | <0.001 | ||||
Never | 128 (27.3) | 276 (17.9) | 1 | 1 | |
1–2 portions/d | 230 (49.0) | 931 (60.4) | 1.88 (1.46, 2.42) | 1.61 (1.24, 2.11) | |
≥3 portions/d | 111 (23.7) | 335 (21.7) | 1.40 (1.04, 1.89) | 1.24 (0.90, 1.72) | |
Meat, n (%) | <0.001 | ||||
Never | 50 (10.7) | 93 (6.0) | 1 | 1 | |
1–2 portions/w | 256 (54.6) | 785 (50.9) | 1.65 (1.14, 2.39) | 1.21 (0.80, 1.84) | |
≥3 portions/w | 163 (34.8) | 664 (43.1) | 2.19 (1.49, 3.22) | 1.59 (1.02, 2.47) | |
Legumes, n (%) | 0.004 | ||||
Never | 37 (7.9) | 64 (4.2) | 1 | 1 | |
1–2 portions/w | 310 (66.1) | 1085 (70.4) | 2.02 (1.32, 3.09) | 1.61 (1.02, 2.54) | |
≥3 portions/w | 122 (26.0) | 393 (25.5) | 1.86 (1.18, 2.93) | 1.40 (0.85, 2.31) | |
Fish, n (%) | <0.001 | ||||
Never | 93 (19.8) | 192 (12.5) | 1 | 1 | |
1–2 portions/w | 307 (65.5) | 1063 (68.9) | 1.68 (1.27, 2.22) | 1.24 (0.90, 1.72) | |
≥3 portions/w | 69 (14.7) | 287 (18.6) | 2.01 (1.40, 2.89) | 1.62 (1.05, 2.50) | |
Whole grains, n (%) | <0.001 | ||||
Never | 166 (35.4) | 401 (26.0) | 1 | 1 | |
1–2 portions/w | 192 (40.9) | 617 (40.0) | 1.33 (1.04, 1.70) | 1.24 (0.97, 1.60) | |
≥3 portions/w | 111 (23.7) | 524 (34.0) | 1.95 (1.49, 2.57) | 1.81 (1.35, 2.41) | |
Sweets, n (%) | 0.334 | ||||
Never | 31 (6.6) | 129 (8.4) | 1 | 1 | |
1–2 portions/w | 224 (47.8) | 691 (44.8) | 0.74 (0.49, 1.13) | 0.66 (0.42, 1.02) | |
≥3 portions/w | 214 (45.6) | 722 (46.8) | 0.81 (0.53, 1.23) | 0.76 (0.48, 1.19) |
Y-HEI, OR (95% CI) | ||||
---|---|---|---|---|
T1 | T2 | T3 | 1 SD Increase | |
Adequate sleep duration | ||||
Model 1 | 1 | 1.40 (1.10, 1.78) | 2.02 (1.55, 2.63) | 1.36 (1.22, 1.51) |
Model 2 | 1 | 1.37 (1.07, 1.75) | 1.90 (1.46, 2.48) | 1.32 (1.19, 1.47) |
Model 3 | 1 | 1.21 (0.94, 1.55) | 1.63 (1.24, 2.16) | 1.23 (1.10, 1.38) |
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Godos, J.; Rosi, A.; Scazzina, F.; Touriz Bonifaz, M.A.; Giampieri, F.; Abdelkarim, O.; Ammar, A.; Aly, M.; Frias-Toral, E.; Pons, J.; et al. Diet, Eating Habits, and Lifestyle Factors Associated with Adequate Sleep Duration in Children and Adolescents Living in 5 Mediterranean Countries: The DELICIOUS Project. Nutrients 2025, 17, 1242. https://doi.org/10.3390/nu17071242
Godos J, Rosi A, Scazzina F, Touriz Bonifaz MA, Giampieri F, Abdelkarim O, Ammar A, Aly M, Frias-Toral E, Pons J, et al. Diet, Eating Habits, and Lifestyle Factors Associated with Adequate Sleep Duration in Children and Adolescents Living in 5 Mediterranean Countries: The DELICIOUS Project. Nutrients. 2025; 17(7):1242. https://doi.org/10.3390/nu17071242
Chicago/Turabian StyleGodos, Justyna, Alice Rosi, Francesca Scazzina, Maria Antonieta Touriz Bonifaz, Francesca Giampieri, Osama Abdelkarim, Achraf Ammar, Mohamed Aly, Evelyn Frias-Toral, Juancho Pons, and et al. 2025. "Diet, Eating Habits, and Lifestyle Factors Associated with Adequate Sleep Duration in Children and Adolescents Living in 5 Mediterranean Countries: The DELICIOUS Project" Nutrients 17, no. 7: 1242. https://doi.org/10.3390/nu17071242
APA StyleGodos, J., Rosi, A., Scazzina, F., Touriz Bonifaz, M. A., Giampieri, F., Abdelkarim, O., Ammar, A., Aly, M., Frias-Toral, E., Pons, J., Vázquez-Araújo, L., Alemany-Iturriaga, J., Monasta, L., Mata, A., Chacón, A., Busó, P., & Grosso, G. (2025). Diet, Eating Habits, and Lifestyle Factors Associated with Adequate Sleep Duration in Children and Adolescents Living in 5 Mediterranean Countries: The DELICIOUS Project. Nutrients, 17(7), 1242. https://doi.org/10.3390/nu17071242