| Literature DB >> 29548323 |
Meike Traub1, Romy Lauer2, Tibor Kesztyüs3,4, Olivia Wartha2, Jürgen Michael Steinacker2, Dorothea Kesztyüs2,5.
Abstract
BACKGROUND: Regular breakfast and well-balanced soft drink, and screen media consumption are associated with a lower risk of overweight and obesity in schoolchildren. The aim of this research is the combined examination of these three parameters as influencing factors for longitudinal weight development in schoolchildren in order to adapt targeted preventive measures.Entities:
Keywords: Breakfast; Child; Obesity; Overweight; Prevention & control; Screen media; Soft drink
Mesh:
Year: 2018 PMID: 29548323 PMCID: PMC5857087 DOI: 10.1186/s12889-018-5262-7
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Baseline characteristics of participants in the Baden-Württemberg Study (2010-2011)
| Missing | Girls | Boys | Total | |
|---|---|---|---|---|
| Values | ( | ( | ( | |
| Child characteristics | ||||
| Age, years [m (sd)] | 7.07 (0.64) | 7.09 (0.63) | 7.08 (0.63) | |
| Migration background, n (%) | 244 | 235 (31.6) | 227 (30.5) | 462 (31.0) |
| Control group, n (%) | 371 (43.5) | 407 (46.2) | 778 (44.9) | |
| Weight in kg [m (sd)] |
| 24.88 (4.82) | 24.67 (4.91) | |
| BMI, [m (sd)] | 15.99 (2.19) | 15.97 (2.08) | 15.98 (2.14) | |
| BMIPERC, [m (sd)] | 48.96 (27.74) | 48.15 (27.57) | 48.55 (27.65) | |
| Overweight, n (%) | 82 (9.6) | 83 (9.4) | 165 (9.5) | |
| Obesity, n (%) | 30 (3.5) | 38 (4.3) | 68 (3.9) | |
| WC, cm [m (sd)] |
| 55.79 (5.54) | 55.48 (5.73) | |
| WHtR, [m (sd)] | 0.45 (0.04) | 0.45 (0.04) | 0.45 (0.04) | |
| Abdominal obesity, n (%) |
| 57 (6.5) | 135 (7.8) | |
| Parental characteristics | ||||
| Single parent, n (%) | 218 | 85 (11.3) | 71 (9.3) | 156 (10.3) |
| Maternal smoking during pregnancy, n (%) | 196 |
| 91 (11.8) | 156 (10.1) |
| Breastfeeding, n (%) | 194 | 651 (85.1) | 535 (82.0) | 1286 (83.6) |
| Breastfeeding months [m (sd)] | 462 | 5.55 (3.46) | 5.68 (4.05) | 5.61 (3.76) |
| Tertiary family educational level, n (%) | 269 | 237 (32.6) | 238 (32.3) | 475 (32.4) |
| Household income ≤ 1750 €, n (%) | 381 | 88 (13.1) | 83 (12.2) | 171 (12.6) |
| Overweight (mother), n (%) | 300 | 223 (31.4) | 217 (30.1) | 440 (30.7) |
| Overweight (father), n (%) | 392 | 417 (62.8) | 400 (59.1) | 817 (60.9) |
| Abdominal obesity (mother), n (%) | 788 | 228 (48.1) | 219 (46.5) | 447 (47.3) |
| Abdominal obesity (father), n (%) | 871 | 325 (76.3) | 317 (72.7) | 642 (74.5) |
| Health and lifestyle characteristics | ||||
| Playing outside > 60 min/day, n (%) | 248 |
| 558 (74.4) | 1020 (68.7) |
| Physically active ≥ 4 days/week ≥ 60 min/day, n (%) | 263 |
| 238 (32.1) | 399 (27.1) |
| Screen media > 1 h/day, n (%) | 205 |
| 119 (15.5) | 205 (13.4) |
| PC on school days > 1 h/day, n (%) | 246 |
| 14 (1.9) | 16 (1.1) |
| PC at weekends > 1 h/day, n (%) | 236 |
| 72 (9.6) | 100 (6.7) |
| TV on school days > 1 h/day, n (%) | 217 |
| 124 (16.3) | 213 (14.1) |
| TV at weekends > 1 h/day, n (%) | 228 | 362 (48.1) | 390 (51.8) | 752 (50.0) |
| Soft drinks > 1 time per week n (%) | 197 | 178 (23.3) | 198 (25.7) | 376 (24.5) |
| At school, n (%) | 226 | 57 (7.5) | 52 (6.9) | 109 (7.2) |
| Outside school, n (%) | 224 | 174 (23.3) | 192 (25.2) | 366 (24.3) |
| Skipping breakfast, n (%) | 195 |
| 82 (10.6) | 198 (12.9) |
m (sd) mean (standard deviation), BMI body mass index, BMIPERC BMI percentiles, WHtR waist-to-height-ratio, WC waist circumference
*** p< 0.001, ** p< 0.01, * p< 0.05
Linear mixed regression models of longitudinal changes in WHtR, weight in kg and BMI percentiles
| Changes in WHtR*1¶ | Changes in weight*2 [kg] | Changes in BMI percentiles*3 | ||||
|---|---|---|---|---|---|---|
| ( | ( | ( | ||||
| Skipping breakfast |
|
|
|
|
|
|
| Soft drinks > 1 time per week | -0.01 (0.15) | 0.966 | -0.08 (0.09) | 0.385 | -0.75 (0.70) | 0.282 |
| Screen media > 1 h/day | 0.29 (0.16) | 0.074 | 0.19 (0.10) | 0.054 | 0.70 (0.78) | 0.373 |
B (SE) B regression coefficient (standard error), ¶ multiplied by 102 for better interpretability, *adjusted for school, migration background, family education level, household income, age, gender, participation in the intervention, and 1baseline WHtR, 2baseline weight, 3baseline BMI percentiles
*** p< 0.001, ** p< 0.01, * p< 0.05
Generalised linear mixed regression model for abdominal obesity, overweight and obesity at follow-up
| Unadjusted | Adjusted* | |||||
|---|---|---|---|---|---|---|
| Missing Values | OR | 95% CI | OR | 95% CI | ||
| Abdominal obesity | ||||||
| (n = 1253) | ||||||
| Skipping breakfast | 196 | 3.36 | (2.23; 5.07) |
|
|
|
| Soft drinks > 1 time per week | 198 | 1.78 | (1.22; 2.61) | 1.46 | (0.92; 2.32) | 0.108 |
| Screen media > 1 h/day | 1 | 2.46 | (1.76; 3.45) |
|
|
|
| Overweight | ||||||
| (n = 1251) | ||||||
| Skipping breakfast | 201 | 2.30 | (1.54; 3.45) |
|
|
|
| Soft drinks > 1 time per week | 203 | 1.65 | (1.16; 2.35) | 1.29 | (0.84; 1.96) | 0.246 |
| Screen media > 1 h/day | 6 | 2.28 | (1.67; 3.13) |
|
|
|
| Obesity | ||||||
| (n = 1251) | ||||||
| Skipping breakfast | 201 | 1.81 | (0.94; 3.47) | 0.90 | [0.39; 2.07) | 0.799 |
| Soft drinks > 1 time per week | 203 | 1.80 | (1.04; 3.11) | 1.57 | (0.82; 3.03) | 0.177 |
| Screen media > 1 h/day | 6 | 2.16 | (1.34; 3.49) | 1.87 | (0.96; 3.67) | 0.068 |
* adjusted for school, migration background, family education level, household income, age, gender, participation in the intervention, OR Odds Ratio, CI Confidence Interval
*** p< 0.001, ** p< 0.01, * p< 0.05
Differences between analyses with datasets containing complete data (CD) and imputed data (ID)
| Skipping breakfast | Soft drinks > 1 time per week | Screen media > 1h/day | |||||
|---|---|---|---|---|---|---|---|
| OR | 95% CI | OR | 95% CI | OR | 95% CI | ||
| Abdominal obesity | CD |
|
| 1.46 | (0.92; 2.32) |
|
|
| ID |
|
| 1.37 | (0.92; 2.04) |
|
| |
| Overweight | CD |
|
| 1.29 | (0.84; 1.96) |
|
|
| ID |
|
| 1.38 | (0.94; 2.01) |
|
| |
| Obesity | CD | 0.90 | (0.39; 2.07) | 1.57 | (0.82; 3.03) | 1.87 | (0.96; 3.67) |
| ID | 1.02 | (0.50; 2.07) | 1.56 | (0.87; 2.80) | 1.65 | (0.90; 3.01) | |
| Changes in WHtRa,b,c | CD |
|
| -0.01 (0.15) | 0.966 | 0.29 (0.16) | 0.074 |
| ID |
|
| -0.07 (0.13) | 0.600 | 0.17 (0.15) | 0.240 | |
| Changes in weight [kg]b,d | CD |
|
| -0.08 (0.09) | 0.385 | 0.19 (0.10) | 0.054 |
| ID |
|
| -0.07 (0.13) | 0.600 | 0.17 (0.15) | 0.240 | |
| Changes in BMI percentilesb,e | CD |
|
| -0.75 (0.70) | 0.282 | 0.70 (0.78) | 0.373 |
| ID |
|
| -1.12 (0.64) | 0.083 | 0.21 (0.72) | 0.780 | |
OR odds ratio, CI confidence interval, B (SE) B regression coefficient (standard error), a multiplied by 102 for better interpretability, badjusted for school, migration background, family education level, household income, age, gender, participation in the intervention, and cbaseline WHtR, dbaseline weight, ebaseline BMI percentiles
*** p< 0.001, ** p< 0.01, * p< 0.05