| Literature DB >> 29868524 |
Yukako Tani1,2, Takeo Fujiwara1, Manami Ochi3, Aya Isumi1, Tsuguhiko Kato4.
Abstract
Background: Because eating behaviors are established early in life, it is important to instill healthy eating habits in children. However, no published studies have examined the effects of what is habitually consumed first at a meal on children's body weight in real settings. The aim of this study was to examine the associations between what was consumed (vegetables, rice/bread, meat/fish, or soup) at the start of a meal and childhood overweight in Japan.Entities:
Keywords: behavioral economics; childhood obesity; eating behavior; food sequencing; order of food consumed
Year: 2018 PMID: 29868524 PMCID: PMC5968409 DOI: 10.3389/fped.2018.00134
Source DB: PubMed Journal: Front Pediatr ISSN: 2296-2360 Impact factor: 3.418
Characteristics of participating Japanese school children and their caregivers (n = 4040).
| Food consumed first | ||||||||||||||
| Vegetables | 470 | 11.6 | 470 | 100 | ||||||||||
| Meat/Fish | 943 | 23.3 | 943 | 100 | ||||||||||
| Rice/Bread | 1,024 | 25.4 | 1024 | 100 | ||||||||||
| Soup | 396 | 9.8 | 396 | 100 | ||||||||||
| Not determined | 1,207 | 29.9 | 1207 | 100 | ||||||||||
| Sex | ||||||||||||||
| Boy | 2,089 | 51.7 | 213 | 45.3 | 571 | 60.6 | 540 | 52.7 | 192 | 48.5 | 573 | 47.5 | 48.0 | <0.001 |
| Girl | 1,951 | 48.3 | 257 | 54.7 | 372 | 39.4 | 484 | 47.3 | 204 | 51.5 | 634 | 52.5 | ||
| Body weight status (BMI for age z score) | ||||||||||||||
| Normal (<1SD) | 3,495 | 86.5 | 419 | 89.1 | 772 | 81.9 | 895 | 87.4 | 342 | 86.4 | 1,067 | 88.4 | 24.6 | <0.001 |
| Overweight (≥1SD) | 545 | 13.5 | 51 | 10.9 | 171 | 18.1 | 129 | 12.6 | 54 | 13.6 | 140 | 11.6 | ||
| Physical activity | ||||||||||||||
| Never/rarely | 410 | 10.1 | 34 | 7.2 | 91 | 9.7 | 116 | 11.3 | 44 | 11.1 | 125 | 10.4 | 18.8 | 0.28 |
| 1–2 times/weeks | 1,832 | 45.3 | 216 | 46 | 408 | 43.3 | 494 | 48.2 | 177 | 44.7 | 537 | 44.5 | ||
| 3–4 times/weeks | 1,068 | 26.4 | 135 | 28.7 | 266 | 28.2 | 241 | 23.5 | 96 | 24.2 | 330 | 27.3 | ||
| ≥5 times/weeks | 718 | 17.8 | 83 | 17.7 | 175 | 18.6 | 169 | 16.5 | 78 | 19.7 | 213 | 17.6 | ||
| Missing | 12 | 0.3 | 2 | 0.4 | 3 | 0.3 | 4 | 0.4 | 1 | 0.3 | 2 | 0.2 | ||
| Preschool status | ||||||||||||||
| Public nursery | 1,045 | 25.9 | 142 | 30.2 | 216 | 22.9 | 267 | 26.1 | 122 | 30.8 | 298 | 24.7 | 27.4 | 0.01 |
| Private nursery | 566 | 14 | 65 | 13.8 | 122 | 12.9 | 155 | 15.1 | 57 | 14.4 | 167 | 13.8 | ||
| Private kindergarten | 2,253 | 55.8 | 241 | 51.3 | 560 | 59.4 | 558 | 54.5 | 193 | 48.7 | 701 | 58.1 | ||
| Other/none/missing | 176 | 4.4 | 22 | 4.7 | 45 | 4.8 | 44 | 4.3 | 24 | 6.1 | 41 | 3.4 | ||
| Body weight status at 3 age years (BMI for age z score) | ||||||||||||||
| Normal (<1SD) | 2,804 | 69.4 | 327 | 69.6 | 656 | 69.6 | 707 | 69 | 269 | 67.9 | 845 | 70 | 4.8 | 0.78 |
| Overweight (≥1SD) | 691 | 17.1 | 80 | 17 | 171 | 18.1 | 168 | 16.4 | 65 | 16.4 | 207 | 17.1 | ||
| Missing | 545 | 13.5 | 63 | 13.4 | 116 | 12.3 | 149 | 14.6 | 62 | 15.7 | 155 | 12.8 | ||
| Mother | 3,664 | 90.7 | 445 | 94.7 | 846 | 89.7 | 922 | 90 | 366 | 92.4 | 1,085 | 89.9 | 14.8 | 0.06 |
| Father | 308 | 7.6 | 20 | 4.3 | 84 | 8.9 | 82 | 8 | 24 | 6.1 | 98 | 8.1 | ||
| Other/missing | 68 | 1.7 | 5 | 1.1 | 13 | 1.4 | 20 | 2 | 6 | 1.5 | 24 | 2 | ||
| Marital status of caregiver | ||||||||||||||
| Married/common-law marriage | 3,581 | 88.6 | 423 | 90 | 842 | 89.3 | 909 | 88.8 | 345 | 87.1 | 1,062 | 88 | 3.7 | 0.89 |
| Unmarried/divorced/bereavement | 338 | 8.4 | 35 | 7.4 | 76 | 8.1 | 86 | 8.4 | 35 | 8.8 | 106 | 8.8 | ||
| Other/missing | 121 | 3 | 12 | 2.6 | 25 | 2.7 | 29 | 2.8 | 16 | 4 | 39 | 3.2 | ||
| Annual normalized household income (million yen) | ||||||||||||||
| Low (<2.50) | 1,557 | 38.5 | 164 | 34.9 | 352 | 37.3 | 388 | 37.9 | 150 | 37.9 | 503 | 41.7 | 17.2 | 0.14 |
| Middle (2.50–3.49) | 1,056 | 26.1 | 130 | 27.7 | 245 | 26 | 264 | 25.8 | 97 | 24.5 | 320 | 26.5 | ||
| High (≥3.50) | 1,028 | 25.4 | 137 | 29.1 | 254 | 26.9 | 264 | 25.8 | 106 | 26.8 | 267 | 22.1 | ||
| Missing | 399 | 9.9 | 39 | 8.3 | 92 | 9.8 | 108 | 10.5 | 43 | 10.9 | 117 | 9.7 | ||
| Family meal | ||||||||||||||
| Children eat with family | 3,890 | 96.3 | 454 | 96.6 | 903 | 95.8 | 981 | 95.8 | 386 | 97.5 | 1166 | 96.6 | 6.7 | 0.57 |
| Children eat separately | 145 | 3.6 | 15 | 3.2 | 40 | 4.2 | 41 | 4 | 9 | 2.3 | 40 | 3.3 | ||
| Missing | 5 | 0.1 | 1 | 0.2 | 0 | 0 | 2 | 0.2 | 1 | 0.3 | 1 | 0.1 | ||
| Mother's age (years) | ||||||||||||||
| <30 | 212 | 5.2 | 20 | 4.3 | 47 | 5 | 55 | 5.4 | 23 | 5.8 | 67 | 5.6 | 13.5 | 0.34 |
| 30–39 | 2,086 | 51.6 | 243 | 51.7 | 478 | 50.7 | 509 | 49.7 | 201 | 50.8 | 655 | 54.3 | ||
| ≥40 | 1,639 | 40.6 | 193 | 41.1 | 402 | 42.6 | 429 | 41.9 | 158 | 39.9 | 457 | 37.9 | ||
| Missing | 103 | 2.5 | 14 | 3 | 16 | 1.7 | 31 | 3 | 14 | 3.5 | 28 | 2.3 | ||
| Mother's education | ||||||||||||||
| Junior high school/high school | 1,447 | 35.8 | 145 | 30.9 | 334 | 35.4 | 364 | 35.5 | 149 | 37.6 | 455 | 37.7 | 16.3 | 0.18 |
| Technical/Junior college/college dropout | 1,663 | 41.2 | 191 | 40.6 | 402 | 42.6 | 424 | 41.4 | 167 | 42.2 | 479 | 39.7 | ||
| Collage/graduate school | 819 | 20.3 | 118 | 25.1 | 181 | 19.2 | 203 | 19.8 | 71 | 17.9 | 246 | 20.4 | ||
| Other/missing | 111 | 2.7 | 16 | 3.4 | 26 | 2.8 | 33 | 3.2 | 9 | 2.3 | 27 | 2.2 | ||
| Mother's employment | ||||||||||||||
| Full-time | 775 | 19.2 | 99 | 21.1 | 176 | 18.7 | 205 | 20 | 93 | 23.5 | 202 | 16.7 | 25.3 | 0.19 |
| Part-time | 1,498 | 37.1 | 167 | 35.5 | 351 | 37.2 | 385 | 37.6 | 159 | 40.2 | 436 | 36.1 | ||
| Self-employed | 198 | 4.9 | 25 | 5.3 | 43 | 4.6 | 45 | 4.4 | 13 | 3.3 | 72 | 6 | ||
| Side work | 77 | 1.9 | 5 | 1.1 | 18 | 1.9 | 23 | 2.2 | 6 | 1.5 | 25 | 2.1 | ||
| Not employed | 1,388 | 34.4 | 163 | 34.7 | 332 | 35.2 | 337 | 32.9 | 117 | 29.5 | 439 | 36.4 | ||
| Other/missing | 104 | 2.6 | 11 | 2.3 | 23 | 2.4 | 29 | 2.8 | 8 | 2 | 33 | 2.7 | ||
| Mother's BMI | ||||||||||||||
| Underweight (BMI<18.5) | 525 | 13 | 73 | 15.5 | 107 | 11.3 | 130 | 12.7 | 61 | 15.4 | 154 | 12.8 | 26.1 | 0.05 |
| Normal (18.5≤BMI<25.0) | 2,831 | 70.1 | 323 | 68.7 | 688 | 73 | 707 | 69 | 274 | 69.2 | 839 | 69.5 | ||
| Overweight (25.0≤BMI<30.0) | 351 | 8.7 | 45 | 9.6 | 79 | 8.4 | 99 | 9.7 | 34 | 8.6 | 94 | 7.8 | ||
| Obesity(BMI≥30.0) | 72 | 1.8 | 5 | 1.1 | 19 | 2 | 15 | 1.5 | 2 | 0.5 | 31 | 2.6 | ||
| Missing | 261 | 6.5 | 24 | 5.1 | 50 | 5.3 | 73 | 7.1 | 25 | 6.3 | 89 | 7.4 | ||
| Father's BMI | ||||||||||||||
| Underweight (BMI<18.5) | 83 | 2.1 | 12 | 2.6 | 19 | 2 | 24 | 2.3 | 6 | 1.5 | 22 | 1.8 | 14.8 | 0.54 |
| Normal (18.5≤BMI<25.0) | 2,330 | 57.7 | 282 | 60 | 542 | 57.5 | 590 | 57.6 | 234 | 59.1 | 682 | 56.5 | ||
| Overweight (25.0≤BMI<30.0) | 856 | 21.2 | 96 | 20.4 | 210 | 22.3 | 217 | 21.2 | 80 | 20.2 | 253 | 21 | ||
| Obesity (BMI≥30.0) | 144 | 3.6 | 7 | 1.5 | 36 | 3.8 | 31 | 3 | 18 | 4.5 | 52 | 4.3 | ||
| Missing | 627 | 15.5 | 73 | 15.5 | 136 | 14.4 | 162 | 15.8 | 58 | 14.6 | 198 | 16.4 | ||
BMI, body mass index; SD, standard deviation.
Adjusted odds ratios for overweight status according to the food consumed first by Japanese school children (n = 4040).
| Vegetables | Reference | Reference | Reference | |||
| Meat/Fish | 1.82 (1.30–2.54) | <0.001 | 1.80 (1.28–2.54) | <0.01 | 1.83 (1.27–2.64) | <0.01 |
| Rice/Bread | 1.18 (0.84–1.67) | 0.34 | 1.14 (0.80–1.61) | 0.46 | 1.11 (0.76–1.61) | 0.59 |
| Soup | 1.30 (0.86–1.95) | 0.21 | 1.23 (0.81–1.85) | 0.33 | 1.29 (0.83–2.01) | 0.26 |
| Not determined | 1.08 (0.77–1.51) | 0.67 | 1.06 (0.75–1.50) | 0.74 | 0.99 (0.68–1.43) | 0.95 |
OR, odds ratio; CI, confidence interval. Model 1: Adjusted for child's sex. Model 2: Model 1 + adjusted for child's physical activity, preschool status, respondent status, marital status, annual normalized household income, family meal, mother's age, mother's education and mother's employment. Model 3: Model 2 + adjusted for child's body weight status at age 3 years, mother's and father's BMI.