| Literature DB >> 30347762 |
Kentaro Murakami1, M Barbara E Livingstone2, Aya Fujiwara3, Satoshi Sasaki4.
Abstract
We assessed breakfast in Japan using data from the 2012 National Health and Nutrition Survey. Dietary data were obtained from 1444 children (aged 6⁻11 years), 1134 adolescents (aged 12⁻17 years), 6531 younger adults (aged 18⁻49 years), and 13,343 older adults (aged ≥ 50 years), using a one-day weighed dietary record. Overall, 97% of participants reported consuming breakfast. Compared with breakfast skippers, breakfast consumers had a higher daily diet quality score assessed by the Nutrient-Rich Food Index 9.3 (NRF9.3). For those who consumed breakfast, breakfast accounted for 20⁻25% of daily energy intake. In comparison with the contribution to energy, breakfast accounted for higher proportions of carbohydrate and riboflavin, and lower proportions of MUFA, n-3 PUFA, thiamin, and niacin, as well as vitamins B-6 and C. The overall diet quality (NRF9.3 score) was positively associated with breakfast intake of protein, n-6 PUFA, n-3 PUFA, carbohydrate, dietary fiber, and almost all micronutrients examined, and inversely with that of added sugar. For foods, the NRF9.3 score was positively associated with breakfast intake of rice, potatoes, pulses, vegetables, fruits, and eggs and inversely with that of bread, sugar, and soft drinks. The findings will be useful in developing dietary recommendations for a balanced breakfast among Japanese.Entities:
Keywords: Japan; NRF9.3; breakfast; diet quality; food intake; nutrient intake
Mesh:
Year: 2018 PMID: 30347762 PMCID: PMC6212985 DOI: 10.3390/nu10101551
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Basic characteristics of breakfast skippers and consumers.
| Breakfast Skipper | Breakfast Consumer |
| Breakfast Skipper | Breakfast Consumer |
| |
|---|---|---|---|---|---|---|
|
|
|
| ||||
|
| 10 | 1434 | 30 | 1104 | ||
| Age (years), mean ± SD | 8.2 ± 1.8 | 8.5 ± 1.7 | 0.56 | 15.3 ± 1.8 | 14.2 ± 1.7 | 0.001 |
| Sex, | 0.47 | 0.45 | ||||
| Male | 6 (60) | 695 (48.5) | 18 (60) | 585 (53.0) | ||
| Female | 4 (40) | 739 (51.5) | 12 (40) | 519 (47.0) | ||
| Weight status, | 0.48 | 0.53 | ||||
| Underweight | 0 (0) | 37 (2.6) | 1 (3.3) | 21 (1.9) | ||
| Normal weight | 10 (100) | 1250 (87.2) | 25 (83.3) | 990 (89.7) | ||
| Overweight/obese | 0 (0) | 147 (10.3) | 4 (13.3) | 93 (8.4) | ||
|
|
|
| ||||
|
| 503 | 6028 | 208 | 13135 | ||
| Age (years), mean ± SD | 34.3 ± 8.2 | 37.6 ± 7.5 | <0.0001 | 62.2 ± 8.6 | 67.4 ± 9.8 | <0.0001 |
| Sex, | <0.0001 | <0.0001 | ||||
| Male | 313 (62.2) | 2672 (44.3) | 129 (62) | 5672 (43.2) | ||
| Female | 190 (37.8) | 3356 (55.7) | 79 (38) | 7463 (56.8) | ||
| Weight status, | 0.04 | 0.40 | ||||
| Underweight | 53 (10.5) | 624 (10.4) | 9 (4.3) | 836 (6.4) | ||
| Normal weight | 318 (63.2) | 4111 (68.2) | 138 (66.4) | 8784 (66.9) | ||
| Overweight/obese | 132 (26.2) | 1293 (21.5) | 61 (29.3) | 3515 (26.8) | ||
| Occupation, | 0.002 | <0.0001 | ||||
| Professional/manager | 104 (20.7) | 1340 (22.2) | 20 (9.6) | 1299 (9.9) | ||
| Sales/service/clerical | 224 (44.5) | 2363 (39.2) | 45 (21.6) | 2247 (17.1) | ||
| Security/transportation/labor | 119 (23.7) | 1295 (21.5) | 62 (29.8) | 2405 (18.3) | ||
| Not in paid employment | 56 (11.1) | 1030 (17.1) | 81 (38.9) | 7184 (54.7) | ||
1 Based on an independent t-test for age and chi-square test for other variables. 2 Defined according to the International Obesity Task Force on age- and sex-specific body mass index (BMI, in kg/m2) cutoffs, which correspond to an adult BMI < 17 for underweight, ≥17 to <25 for normal weight, and ≥25 for overweight/obese. 3 Defined based on BMI (kg/m2) according to World Health Organization recommendations: <18.5 for underweight, ≥18.5 to <25 for normal weight, and ≥25 for overweight/obese.
Figure 1Percentage contribution of breakfast to daily intakes of energy, macronutrients, vitamins, and minerals in children (aged 6–11 years; n = 1434) and adolescents (aged 12–17 years; n = 1104). Values are means.
Figure 2Percentage contribution of breakfast to daily intakes of energy, macronutrients, vitamins, and minerals in younger adults (aged 18–49 years; n = 6028) and older adults (aged ≥ 50 year; n = 13,135). Values are means.
Intakes of energy and macronutrients at breakfast among breakfast consumers according to tertile (T) category of the Nutrient-Rich Food Index 9.3 (NRF9.3) score as a measure of overall diet quality 1.
| Children (Aged 6–11 Years) | Adolescents (Aged 12–17 Years) | Younger Adults (Aged 18–49 Years) | Older Adults (Aged ≥ 50 Years) | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1 | T2 | T3 | Trend 2 | T1 | T2 | T3 | Trend 2 | T1 | T2 | T3 | Trend 2 | T1 | T2 | T3 | Trend 2 | |
|
| 478 | 478 | 478 | 368 | 368 | 368 | 2009 | 2010 | 2009 | 4378 | 4379 | 4378 | ||||
| NRF9.3 score, mean | 570 | 703 | 780 | - | 507 | 651 | 752 | - | 447 | 616 | 728 | - | 537 | 685 | 787 | |
| Energy (kcal) | 367 ± 7 | 379 ± 7 | 375 ± 7 | 0.44 | 449 ± 10 | 453 ± 10 | 491 ± 10 | 0.003 | 377 ± 5 | 416 ± 5 | 442 ± 5 | <0.0001 | 437 ± 3 | 471 ± 3 | 506 ± 3 | <0.0001 |
| Energy (% of all day) | 20.1 ± 0.3 | 20.8 ± 0.3 | 21.5 ± 0.2 | 0.003 | 19.4 ± 0.4 | 19.8 ± 0.4 | 22.1 ± 0.4 | <0.0001 | 19.4 ± 0.2 | 21.5 ± 0.2 | 22.7 ± 0.2 | <0.0001 | 23.5 ± 0.1 | 24.7 ± 0.1 | 26.1 ± 0.1 | <0.0001 |
| Macronutrients (g) | ||||||||||||||||
| Protein | 12.1 ± 0.3 | 13.2 ± 0.3 | 13.9 ± 0.3 | <0.0001 | 14.5 ± 0.4 | 15.8 ± 0.4 | 17.5 ± 0.4 | <0.0001 | 11.8 ± 0.2 | 14.3 ± 0.2 | 16.3 ± 0.2 | <0.0001 | 15.6 ± 0.1 | 17.4 ± 0.1 | 19.4 ± 0.1 | <0.0001 |
| Fat | 11.8 ± 0.4 | 12.1 ± 0.4 | 11.6 ± 0.4 | 0.58 | 13.3 ± 0.5 | 14.1 ± 0.4 | 14.5 ± 0.5 | 0.06 | 11.1 ± 0.2 | 12.3 ± 0.2 | 12.3 ± 0.2 | <0.0001 | 11.3 ± 0.1 | 12.1 ± 0.1 | 13.0 ± 0.1 | <0.0001 |
| SFA | 4.0 ± 0.1 | 4.0 ± 0.1 | 3.7 ± 0.1 | 0.11 | 4.2 ± 0.2 | 4.6 ± 0.2 | 4.5 ± 0.2 | 0.18 | 3.4 ± 0.1 | 3.7 ± 0.1 | 3.6 ± 0.1 | 0.09 | 3.3 ± 0.04 | 3.4 ± 0.04 | 3.8 ± 0.04 | <0.0001 |
| MUFA | 4.0 ± 0.1 | 4.1 ± 0.1 | 3.9 ± 0.1 | 0.52 | 4.6 ± 0.2 | 4.7 ± 0.2 | 4.9 ± 0.2 | 0.23 | 3.8 ± 0.1 | 4.1 ± 0.1 | 4.0 ± 0.1 | 0.10 | 3.7 ± 0.1 | 3.9 ± 0.1 | 4.0 ± 0.1 | <0.0001 |
| 1.8 ± 0.1 | 1.9 ± 0.1 | 2.0 ± 0.1 | 0.01 | 2.1 ± 0.1 | 2.2 ± 0.1 | 2.6 ± 0.1 | <0.0001 | 1.9 ± 0.04 | 2.3 ± 0.04 | 2.4 ± 0.04 | <0.0001 | 2.2 ± 0.03 | 2.4 ± 0.03 | 2.7 ± 0.03 | <0.0001 | |
| 0.27 ± 0.01 | 0.28 ± 0.01 | 0.32 ± 0.01 | 0.01 | 0.3 ± 0.02 | 0.4 ± 0.02 | 0.4 ± 0.02 | 0.0002 | 0.3 ± 0.01 | 0.4 ± 0.01 | 0.5 ± 0.01 | <0.0001 | 0.4 ± 0.01 | 0.5 ± 0.01 | 0.6 ± 0.01 | <0.0001 | |
| Carbohydrate | 50.1 ± 0.9 | 52.2 ± 0.9 | 55.7 ± 0.9 | <0.0001 | 63.5 ± 1.5 | 64.6 ± 1.4 | 73.9 ± 1.4 | <0.0001 | 55.5 ± 0.7 | 61.0 ± 0.7 | 66.1 ± 0.7 | <0.0001 | 68.8 ± 0.4 | 72.4 ± 0.4 | 76.2 ± 0.4 | <0.0001 |
| Added sugar | 7.9 ± 0.3 | 4.4 ± 0.3 | 3.6 ± 0.3 | <0.0001 | 6.8 ± 0.4 | 5.1 ± 0.4 | 4.1 ± 0.4 | <0.0001 | 6.6 ± 0.2 | 4.5 ± 0.2 | 3.7 ± 0.2 | <0.0001 | 6.5 ± 0.1 | 4.7 ± 0.1 | 4.0 ± 0.1 | <0.0001 |
| Dietary fiber | 1.8 ± 0.1 | 2.2 ± 0.1 | 2.5 ± 0.1 | <0.0001 | 2.0 ± 0.1 | 2.6 ± 0.1 | 3.3 ± 0.1 | <0.0001 | 2.0 ± 0.1 | 2.8 ± 0.1 | 3.6 ± 0.1 | <0.0001 | 3.4 ± 0.04 | 4.4 ± 0.04 | 5.3 ± 0.04 | <0.0001 |
| Macronutrient Balance (% Energy at Breakfast) | ||||||||||||||||
| Protein | 13.3 ± 0.2 | 14.0 ± 0.2 | 14.3 ± 0.2 | <0.0001 | 13.2 ± 0.2 | 14.1 ± 0.2 | 14.1 ± 0.2 | 0.005 | 12.8 ± 0.1 | 13.7 ± 0.1 | 14.5 ± 0.1 | <0.0001 | 13.8 ± 0.1 | 14.6 ± 0.1 | 15.4 ± 0.1 | <0.0001 |
| Fat | 28.0 ± 0.6 | 27.6 ± 0.6 | 25.6 ± 0.6 | 0.005 | 27.0 ± 0.7 | 26.8 ± 0.7 | 25.3 ± 0.7 | 0.07 | 24.0 ± 0.3 | 24.7 ± 0.3 | 23.8 ± 0.3 | 0.62 | 21.8 ± 0.2 | 22.0 ± 0.2 | 22.8 ± 0.2 | 0.0004 |
| SFA | 9.3 ± 0.3 | 9.0 ± 0.3 | 8.1 ± 0.3 | 0.0009 | 8.6 ± 0.3 | 8.8 ± 0.3 | 7.9 ± 0.3 | 0.09 | 7.7 ± 0.1 | 7.7 ± 0.1 | 7.2 ± 0.1 | 0.0009 | 6.4 ± 0.1 | 6.4 ± 0.1 | 6.7 ± 0.1 | 0.002 |
| MUFA | 9.4 ± 0.2 | 9.2 ± 0.2 | 8.4 ± 0.2 | 0.007 | 9.1 ± 0.3 | 8.7 ± 0.3 | 8.4 ± 0.3 | 0.07 | 7.9 ± 0.1 | 8.1 ± 0.1 | 7.6 ± 0.1 | 0.11 | 7.0 ± 0.1 | 7.0 ± 0.1 | 7.0 ± 0.1 | 0.89 |
| PUFA | 4.9 ± 0.1 | 5.0 ± 0.1 | 5.3 ± 0.1 | 0.06 | 4.8 ± 0.2 | 5.0 ± 0.2 | 5.3 ± 0.2 | 0.052 | 4.6 ± 0.1 | 5.2 ± 0.1 | 5.3 ± 0.1 | <0.0001 | 5.0 ± 0.1 | 5.3 ± 0.1 | 5.6 ± 0.1 | <0.0001 |
| Carbohydrate | 57.9 ± 0.7 | 57.4 ± 0.7 | 58.9 ± 0.7 | 0.28 | 58.5 ± 0.8 | 58.1 ± 0.8 | 59.5 ± 0.8 | 0.36 | 62.3 ± 0.4 | 60.8 ± 0.4 | 61.2 ± 0.4 | 0.02 | 63.6 ± 0.2 | 63.0 ± 0.2 | 61.9 ± 0.2 | <0.0001 |
| Added sugar | 8.9 ± 0.4 | 4.8 ± 0.4 | 3.6 ± 0.4 | <0.0001 | 7.2 ± 0.4 | 4.8 ± 0.4 | 3.4 ± 0.4 | <0.0001 | 9.8 ± 0.3 | 5.4 ± 0.3 | 4.2 ± 0.3 | <0.0001 | 6.6 ± 0.1 | 4.3 ± 0.1 | 3.4 ± 0.1 | <0.0001 |
1 Values are means ± SEs unless otherwise indicated. Adjustment was made for age, sex, weight status, occupation (for younger and older adults only), and total energy intake (except for the analysis on energy intake itself). NRF9.3 score was calculated based on daily intake of nine nutrients to encourage (i.e., protein, dietary fiber, vitamins A, C, and D, calcium, iron, potassium, and magnesium) and three nutrients to limit (i.e., added sugar, saturated fat, and sodium). A higher score indicates a higher diet quality. 2 Calculated by using general linear models.
Intakes of vitamins and minerals at breakfast among breakfast consumers according to tertile (T) category of the Nutrient-Rich Food Index 9.3 (NRF9.3) score as a measure of overall diet quality 1.
| Children (Aged 6–11 Years) | Adolescents (Aged 12–17 Years) | Younger adults (Aged 18–49 Years) | Older Adults (Aged ≥ 50 Years) | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1 | T2 | T3 | Trend 2 | T1 | T2 | T3 | Trend 2 | T1 | T2 | T3 | Trend 2 | T1 | T2 | T3 | Trend 2 | |
|
| 478 | 478 | 478 | 368 | 368 | 368 | 2009 | 2010 | 2009 | 4378 | 4379 | 4378 | ||||
| Vitamins | ||||||||||||||||
| Vitamin A (μg RAE) | 70 ± 5 | 93 ± 5 | 109 ± 5 | <0.0001 | 91 ± 15 | 101 ± 15 | 160 ± 15 | 0.002 | 59 ± 5 | 87 ± 5 | 145 ± 5 | <0.0001 | 89 ± 5 | 142 ± 5 | 194 ± 5 | <0.0001 |
| Vitamin D (μg) | 0.8 ± 0.1 | 0.8 ± 0.1 | 1.0 ± 0.1 | 0.07 | 0.9 ± 0.1 | 1.2 ± 0.1 | 1.5 ± 0.1 | 0.005 | 0.7 ± 0.1 | 1.3 ± 0.1 | 1.7 ± 0.1 | <0.0001 | 1.6 ± 0.1 | 2.1 ± 0.1 | 2.5 ± 0.1 | <0.0001 |
| Vitamin E (mg) | 1.0 ± 0.04 | 1.1 ± 0.04 | 1.2 ± 0.04 | 0.01 | 1.2 ± 0.1 | 1.3 ± 0.1 | 1.5 ± 0.1 | 0.0003 | 1.1 ± 0.03 | 1.4 ± 0.03 | 1.6 ± 0.03 | <0.0001 | 1.4 ± 0.02 | 1.7 ± 0.02 | 2.1 ± 0.02 | <0.0001 |
| Vitamin K (μg) | 29.6 ± 3.3 | 37.5 ± 3.3 | 53.0 ± 3.3 | <0.0001 | 27.1 ± 4.3 | 41.8 ± 4.3 | 70.4 ± 4.3 | <0.0001 | 29.8 ± 2.1 | 54.1 ± 2.1 | 81.9 ± 2.1 | <0.0001 | 63.6 ± 1.8 | 90.5 ± 1.8 | 121 ± 1.8 | <0.0001 |
| Thiamin (mg) | 0.14 ± 0.004 | 0.16 ± 0.004 | 0.17 ± 0.004 | <0.0001 | 0.18 ± 0.01 | 0.20 ± 0.01 | 0.21 ± 0.01 | 0.007 | 0.14 ± 0.003 | 0.17 ± 0.003 | 0.20 ± 0.003 | <0.0001 | 0.17 ± 0.002 | 0.20 ± 0.002 | 0.24 ± 0.002 | <0.0001 |
| Riboflavin (mg) | 0.24 ± 0.01 | 0.27 ± 0.01 | 0.29 ± 0.01 | <0.0001 | 0.26 ± 0.01 | 0.31 ± 0.01 | 0.36 ± 0.01 | <0.0001 | 0.21 ± 0.004 | 0.27 ± 0.004 | 0.33 ± 0.004 | <0.0001 | 0.30 ± 0.003 | 0.36 ± 0.003 | 0.43 ± 0.003 | <0.0001 |
| Niacin (mg) | 1.8 ± 0.1 | 2.0 ± 0.1 | 2.2 ± 0.1 | 0.002 | 2.5 ± 0.1 | 2.5 ± 0.1 | 2.7 ± 0.1 | 0.20 | 2.3 ± 0.1 | 2.8 ± 0.1 | 3.2 ± 0.1 | <0.0001 | 3.0 ± 0.04 | 3.5 ± 0.04 | 3.8 ± 0.04 | <0.0001 |
| Vitamin B-6 (mg) | 0.14 ± 0.01 | 0.17 ± 0.01 | 0.20 ± 0.01 | <0.0001 | 0.17 ± 0.01 | 0.21 ± 0.01 | 0.26 ± 0.01 | <0.0001 | 0.15 ± 0.004 | 0.21 ± 0.004 | 0.28 ± 0.004 | <0.0001 | 0.25 ± 0.003 | 0.32 ± 0.003 | 0.39 ± 0.003 | <0.0001 |
| Vitamin B-12 (μg) | 0.8 ± 0.1 | 0.9 ± 0.1 | 0.9 ± 0.1 | 0.48 | 1.0 ± 0.1 | 1.1 ± 0.1 | 1.2 ± 0.1 | 0.15 | 0.6 ± 0.01 | 0.9 ± 0.01 | 1.2 ± 0.01 | <0.0001 | 1.3 ± 0.1 | 1.5 ± 0.1 | 1.8 ± 0.1 | <0.0001 |
| Folate (μg) | 42.0 ± 1.6 | 47.8 ± 1.6 | 58.6 ± 1.6 | <0.0001 | 48.4 ± 2.6 | 58.6 ± 2.5 | 80.5 ± 2.6 | <0.0001 | 44.5 ± 1.2 | 64.0 ± 1.2 | 87.9 ± 1.2 | <0.0001 | 79.1 ± 1.0 | 106 ± 1.0 | 128 ± 1.0 | <0.0001 |
| Pantothenic acid (mg) | 1.1 ± 0.03 | 1.3 ± 0.03 | 1.4 ± 0.03 | <0.0001 | 1.3 ± 0.04 | 1.4 ± 0.04 | 1.8 ± 0.04 | <0.0001 | 1.0 ± 0.02 | 1.3 ± 0.02 | 1.6 ± 0.02 | <0.0001 | 1.4 ± 0.01 | 1.7 ± 0.01 | 2.1 ± 0.01 | <0.0001 |
| Vitamin C (mg) | 13.3 ± 1.3 | 15.1 ± 1.3 | 18.5 ± 1.3 | 0.007 | 14.7 ± 1.2 | 16.6 ± 1.2 | 23.7 ± 1.2 | <0.0001 | 10.9 ± 0.7 | 17.8 ± 0.7 | 26.5 ± 0.7 | <0.0001 | 23.6 ± 0.5 | 35.1 ± 0.5 | 44.1 ± 0.5 | <0.0001 |
| Minerals | ||||||||||||||||
| Sodium (g NaCl equivalent) | 1.7 ± 0.05 | 1.9 ± 0.05 | 1.7 ± 0.05 | 0.33 | 2.1 ± 0.07 | 2.2 ± 0.07 | 2.3 ± 0.07 | 0.06 | 1.8 ± 0.03 | 2.1 ± 0.03 | 2.1 ± 0.03 | <0.0001 | 2.8 ± 0.03 | 2.9 ± 0.03 | 2.7 ± 0.03 | 0.02 |
| Potassium (mg) | 349 ± 11 | 404 ± 11 | 458 ± 11 | <0.0001 | 389 ± 15 | 481 ± 15 | 589 ± 15 | <0.0001 | 363 ± 7 | 487 ± 7 | 628 ± 7 | <0.0001 | 578 ± 6 | 736 ± 6 | 900 ± 6 | <0.0001 |
| Calcium (mg) | 118 ± 5 | 132 ± 5 | 134 ± 5 | 0.03 | 117 ± 6 | 157 ± 6 | 165 ± 6 | <0.0001 | 96 ± 2 | 124 ± 2 | 151 ± 2 | <0.0001 | 137 ± 2 | 171 ± 2 | 221 ± 2 | <0.0001 |
| Magnesium (mg) | 36.8 ± 1.1 | 42.2 ± 1.1 | 48.6 ± 1.1 | <0.0001 | 41.7 ± 1.5 | 53.1 ± 1.5 | 62.5 ± 1.5 | <0.0001 | 41.2 ± 0.7 | 53.8 ± 0.7 | 66.3 ± 0.7 | <0.0001 | 63.5 ± 0.6 | 76.7 ± 0.6 | 90.3 ± 0.6 | <0.0001 |
| Phosphorus (mg) | 196 ± 5 | 218 ± 5 | 226 ± 5 | <0.0001 | 225 ± 7 | 256 ± 6 | 282 ± 7 | <0.0001 | 179 ± 3 | 224 ± 3 | 261 ± 3 | <0.0001 | 243 ± 2 | 283 ± 2 | 328 ± 2 | <0.0001 |
| Iron (mg) | 1.1 ± 0.04 | 1.3 ± 0.04 | 1.5 ± 0.04 | <0.0001 | 1.3 ± 0.05 | 1.5 ± 0.05 | 1.9 ± 0.05 | <0.0001 | 1.2 ± 0.03 | 1.6 ± 0.03 | 2.0 ± 0.03 | <0.0001 | 1.9 ± 0.02 | 2.3 ± 0.02 | 2.7 ± 0.02 | <0.0001 |
| Zinc (mg) | 1.4 ± 0.03 | 1.6 ± 0.03 | 1.7 ± 0.03 | <0.0001 | 1.8 ± 0.05 | 1.9 ± 0.05 | 2.2 ± 0.05 | <0.0001 | 1.4 ± 0.02 | 1.7 ± 0.02 | 2.0 ± 0.02 | <0.0001 | 1.9 ± 0.01 | 2.1 ± 0.01 | 2.3 ± 0.01 | <0.0001 |
| Copper (mg) | 0.18 ± 0.005 | 0.20 ± 0.006 | 0.24 ± 0.006 | <0.0001 | 0.23 ± 0.008 | 0.26 ± 0.008 | 0.32 ± 0.008 | <0.0001 | 0.19 ± 0.004 | 0.25 ± 0.004 | 0.31 ± 0.004 | <0.0001 | 0.30 ± 0.003 | 0.35 ± 0.003 | 0.40 ± 0.003 | <0.0001 |
| Manganese (mg) | 0.4 ± 0.01 | 0.5 ± 0.01 | 0.6 ± 0.01 | <0.0001 | 0.6 ± 0.02 | 0.7 ± 0.02 | 0.8 ± 0.02 | <0.0001 | 0.5 ± 0.01 | 0.7 ± 0.01 | 0.8 ± 0.01 | <0.0001 | 0.9 ± 0.01 | 1.0 ± 0.01 | 1.1 ± 0.01 | <0.0001 |
RAE, retinol activity equivalent. 1 Values are means ± SEs unless otherwise indicated. Adjustment was made for age, sex, weight status, occupation (for younger and older adults only), and total energy intake. NRF9.3 score was calculated based on daily intake of nine nutrients to encourage (i.e., protein, dietary fiber, vitamins A, C, and D, calcium, iron, potassium, and magnesium) and three nutrients to limit (i.e., added sugar, saturated fat, and sodium). A higher score indicates a higher diet quality. 2 Calculated by using general linear models.
Intakes of food groups at breakfast (in grams) among breakfast consumers according to tertile (T) category of the Nutrient-Rich Food Index 9.3 (NRF9.3) score as a measure of overall diet quality 1.
| Children (Aged 6–11 Years) | Adolescents (Aged 12–17 Years) | Younger Adults (Aged 18–49 Years) | Older Adults (Aged ≥ 50 years) | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T1 | T2 | T3 | Trend 2 | T1 | T2 | T3 | Trend 2 | T1 | T2 | T3 | Trend 2 | T1 | T2 | T3 | Trend 2 | |
| n | 478 | 478 | 478 | 368 | 368 | 368 | 2009 | 2010 | 2009 | 4378 | 4379 | 4378 | ||||
| Rice | 50.6 ± 2.9 (45%) | 64.0 ± 2.9 (57%) | 78.4 ± 2.9 (68%) | <0.0001 | 87.3 ± 5.0 (51%) | 84.1 ± 5.0 (54%) | 107.8 ± 5.0 (67%) | 0.004 | 62.0 ± 2.0 (37%) | 78.2 ± 2.0 (48%) | 91.7 ± 2.0 (57%) | <0.0001 | 88.0 ± 1.3 (55%) | 97.1 ± 1.3 (62%) | 95.8 ± 1.3 (62%) | <0.0001 |
| Bread | 22.0 ± 1.4 (38%) | 20.5 ± 1.4 (36%) | 14.1 ± 1.4 (27%) | <0.0001 | 22.8 ± 1.9 (34%) | 25.1 ± 1.9 (37%) | 18.5 ± 1.9 (27%) | 0.10 | 27.1 ± 0.8 (38%) | 24.6 ± 0.8 (35%) | 20.2 ± 0.8 (30%) | <0.0001 | 23.4 ± 0.5 (34%) | 21.3 ± 0.5 (32%) | 20.1 ± 0.5 (30%) | <0.0001 |
| Other grains | 3.7 ± 0.6 (11%) | 3.1 ± 0.6 (12%) | 2.7 ± 0.6 (10%) | 0.26 | 4.7 ± 0.8 (12%) | 2.3 ± 0.8 (10%) | 3.0 ± 0.8 (9%) | 0.17 | 2.8 ± 0.3 (8%) | 2.0 ± 0.3 (7%) | 2.1 ± 0.3 (8%) | 0.09 | 1.9 ± 0.2 (7%) | 1.6 ± 0.2 (6%) | 2.3 ± 0.2 (7%) | 0.14 |
| Potatoes | 2.7 ± 0.7 (13%) | 5.4 ± 0.7 (18%) | 7.0 ± 0.7 (24%) | <0.0001 | 3.3 ± 0.8 (13%) | 4.3 ± 0.8 (14%) | 6.1 ± 0.8 (16%) | 0.02 | 3.0 ± 0.4 (10%) | 5.4 ± 0.4 (14%) | 7.7 ± 0.4 (18%) | <0.0001 | 7.5 ± 0.4 (16%) | 10.1 ± 0.4 (22%) | 11.5 ± 0.4 (24%) | <0.0001 |
| Sugar | 2.4 ± 0.2 (30%) | 1.5 ± 0.2 (29%) | 1.1 ± 0.2 (24%) | <0.0001 | 2.3 ± 0.3 (31%) | 2.2 ± 0.3 (33%) | 1.5 ± 0.3 (30%) | 0.049 | 2.4 ± 0.1 (31%) | 2.0 ± 0.1 (30%) | 1.8 ± 0.1 (31%) | <0.0001 | 3.5 ± 0.1 (42%) | 2.8 ± 0.1 (40%) | 2.4 ± 0.1 (39%) | <0.0001 |
| Pulses | 7.7 ± 0.9 (23%) | 8.1 ± 0.9 (27%) | 12.6 ± 0.9 (37%) | 0.0001 | 7.8 ± 1.4 (22%) | 12.6 ± 1.4 (35%) | 18.2 ± 1.4 (42%) | <0.0001 | 8.6 ± 0.8 (18%) | 16.6 ± 0.8 (32%) | 22.2 ± 0.8 (42%) | <0.0001 | 18.9 ± 0.6 (39%) | 25.0 ± 0.6 (49%) | 31.1 ± 0.6 (58%) | <0.0001 |
| Vegetables | 16.2 ± 1.6 (49%) | 26 ± 1.6 (64%) | 30.4 ± 1.6 (68%) | <0.0001 | 23.1 ± 2.2 (55%) | 28.8 ± 2.2 (62%) | 44.1 ± 2.2 (73%) | <0.0001 | 19.6 ± 1.2 (43%) | 35 ± 1.2 (57%) | 54.4 ± 1.2 (69%) | <0.0001 | 48.4 ± 1.1 (68%) | 74.4 ± 1.1 (78%) | 92.0 ± 1.1 (83%) | <0.0001 |
| Fruits | 12.4 ± 1.7 (21%) | 16.9 ± 1.7 (26%) | 21.2 ± 1.7 (31%) | 0.0003 | 11.1 ± 2.4 (18%) | 21.6 ± 2.4 (27%) | 28.4 ± 2.4 (34%) | <0.0001 | 12.8 ± 1.0 (17%) | 18.8 ± 1.0 (23%) | 26.6 ± 1.0 (32%) | <0.0001 | 26.4 ± 1.0 (31%) | 40.9 ± 1.0 (44%) | 55.9 ± 1.0 (54%) | <0.0001 |
| Fish | 3.1 ± 0.6 (15%) | 3.8 ± 0.6 (18%) | 4.5 ± 0.6 (20%) | 0.07 | 6.0 ± 0.9 (18%) | 5.8 ± 0.9 (20%) | 5.1 ± 0.9 (21%) | 0.48 | 4.6 ± 0.5 (15%) | 6.3 ± 0.5 (19%) | 8.9 ± 0.5 (26%) | <0.0001 | 9.9 ± 0.4 (26%) | 12.4 ± 0.4 (35%) | 13.5 ± 0.4 (40%) | <0.0001 |
| Meat | 12.7 ± 0.9 (42%) | 13.1 ± 0.9 (46%) | 11.5 ± 0.9 (42%) | 0.38 | 17.4 ± 1.2 (46%) | 14.1 ± 1.2 (45%) | 14.0 ± 1.2 (46%) | 0.04 | 9.6 ± 0.5 (27%) | 10.1 ± 0.5 (31%) | 9.4 ± 0.5 (32%) | 0.82 | 6.5 ± 0.2 (22%) | 6.7 ± 0.2 (24%) | 5.5 ± 0.2 (20%) | 0.003 |
| Eggs | 11.7 ± 0.9 (36%) | 14.1 ± 0.9 (44%) | 16.1 ± 0.9 (47%) | 0.0008 | 13.5 ± 1.2 (38%) | 14.0 ± 1.2 (39%) | 18.1 ± 1.2 (48%) | 0.005 | 9.3 ± 0.5 (25%) | 12.1 ± 0.5 (32%) | 14.9 ± 0.5 (37%) | <0.0001 | 13 ± 0.3 (31%) | 14.2 ± 0.3 (34%) | 15.6 ± 0.3 (37%) | <0.0001 |
| Dairy products | 56.1 ± 3.9 (44%) | 65.4 ± 4.0 (46%) | 57.0 ± 3.9 (46%) | 0.87 | 50.2 ± 4.9 (42%) | 72.4 ± 4.8 (49%) | 71.8 ± 4.8 (50%) | 0.002 | 35.9 ± 1.8 (39%) | 44.9 ± 1.8 (42%) | 53.0 ± 1.8 (43%) | <0.0001 | 40.1 ± 1.3 (39%) | 52.0 ± 1.3 (43%) | 75.0 ± 1.3 (52%) | <0.0001 |
| Fats and oils | 2.0 ± 0.1 (50%) | 1.8 ± 0.1 (51%) | 1.6 ± 0.1 (50%) | 0.12 | 2.6 ± 0.2 (53%) | 2.0 ± 0.2 (52%) | 2.2 ± 0.2 (55%) | 0.10 | 2.5 ± 0.1 (43%) | 2.4 ± 0.1 (45%) | 1.8 ± 0.1 (43%) | <0.0001 | 2.2 ± 0.1 (42%) | 1.9 ± 0.1 (41%) | 1.5 ± 0.1 (39%) | <0.0001 |
| Soft drinks | 21.3 ± 1.8 (20%) | 7.9 ± 1.8 (10%) | 4.7 ± 1.8 (11%) | <0.0001 | 11.5 ± 1.8 (10%) | 7.8 ± 1.8 (11%) | 3.8 ± 1.8 (8%) | 0.002 | 22.0 ± 1.2 (12%) | 10.2 ± 1.2 (8%) | 5.9 ± 1.2 (7%) | <0.0001 | 9.6 ± 0.5 (8%) | 6.3 ± 0.5 (7%) | 5.3 ± 0.5 (7%) | <0.0001 |
| Tea and coffee | 38.6 ± 3.2 (28%) | 41.1 ± 3.8 (30%) | 43.4 ± 3.2 (34%) | 0.28 | 51.9 ± 4.7 (33%) | 62.8 ± 4.6 (39%) | 63.0 ± 4.6 (39%) | 0.10 | 121.9 ± 2.9 (61%) | 116.9 ± 2.9 (59%) | 119.2 ± 2.9 (61%) | 0.51 | 137.4 ± 2.1 (67%) | 148.8 ± 2.1 (69%) | 149.8 ± 2.1 (68%) | <0.0001 |
| Seasonings | 9.6 ± 0.9 (68%) | 9.6 ± 0.9 (78%) | 9.9 ± 0.9 (79%) | 0.83 | 10.5 ± 1.4 (69%) | 13.3 ± 1.4 (72%) | 14.7 ± 1.4 (80%) | 0.03 | 9.3 ± 0.6 (53%) | 13.0 ± 0.6 (66%) | 14.1 ± 0.6 (74%) | <0.0001 | 15.6 ± 0.5 (72%) | 18.4 ± 0.5 (80%) | 19.9 ± 0.5 (82%) | <0.0001 |
1 Values are means ± SEs (percentages of consumers) unless otherwise indicated. Adjustment was made for age, sex, weight status, occupation (for younger and older adults only), and total energy intake. NRF9.3 score was calculated as a measure of overall diet quality, based on daily intake of nine nutrients to encourage (i.e., protein, dietary fiber, vitamins A, C, and D, calcium, iron, potassium, and magnesium) and three nutrients to limit (i.e., added sugar, saturated fat, and sodium). A higher score indicates a higher diet quality. Food groups with <10% consumers at breakfast in all populations (i.e., noodles, nuts, confectioneries, fruit juice, and vegetable juice) were not investigated. 2 Calculated by using general linear models.