| Literature DB >> 30650604 |
Flavia Fayet-Moore1, Andrew McConnell2, Tim Cassettari3, Peter Petocz4.
Abstract
Breakfast choice is correlated with daily nutrient intakes, but this association may not be solely explained by the breakfast meal. We profiled breakfast consumer groups among Australian adults and compared the role that breakfast versus the rest of the day had on daily intakes of the Five Food Groups, discretionary foods, and nutrients. Breakfast groups were breakfast cereal consumers, non-cereal breakfast consumers, and breakfast skippers. One-day dietary recall data from the 2011⁻2012 National Nutrition and Physical Activity Survey were analysed (n = 9341, ≥19 years), as well as socio-demographic and anthropometric measures. Twelve per cent of adults were breakfast skippers, 41% were breakfast cereal consumers, and 47% were non-cereal breakfast consumers. Females were more likely to have a non-cereal breakfast than males, and the non-cereal breakfast was predominantly bread-based. Breakfast skipping decreased with age (p < 0.001), while breakfast cereal consumption increased with age (p < 0.001). Breakfast skippers were more likely to be male, had a lower socio-economic status, and lower physical activity levels (p < 0.001). Breakfast skippers had the highest mean body mass index (BMI) and waist circumference (p < 0.001), the lowest intake of wholegrain foods, fruits and vegetables, and the highest intake of discretionary foods (p < 0.001). Breakfast cereal consumers had the lowest mean BMI and waist circumference (p < 0.001) and had healthier diets at both breakfast and throughout the rest of the day. They were the most likely to meet the daily recommended serves for grain foods, fruit, dairy, and vegetables, had the highest wholegrain food intake, and the lowest discretionary intake (p < 0.001). Additionally, breakfast cereal consumers had the most favourable daily nutrient intakes, including the lowest added sugars intakes. Differences in daily diet between breakfast groups were attributed to differences in food choices both at breakfast and throughout the rest of the day.Entities:
Keywords: Australia; BMI; adult; breakfast; cereal; diet; total day
Mesh:
Substances:
Year: 2019 PMID: 30650604 PMCID: PMC6356876 DOI: 10.3390/nu11010175
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Socio-demographic, anthropometric, and physical activity measures by breakfast consumer category.
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| N (%) | 3798 (40.7%) | 4392 (47.0%) | 1151 (12.3%) | |
| Age (years ± SE) | 50.2 ± 0.3 a | 44.9 ± 0.2 b | 38.7 ± 0.4 c | <0.001 |
| Age group (% within age group) | <0.001 | |||
| 19–30 years | 32.2% | 46.6% | 21.2% | |
| 31–50 years | 36.2% | 51.5% | 12.3% | |
| 51–70 years | 45.3% | 46.0% | 8.7% | |
| 71+ years | 61.9% | 35.1% | 3.1% | |
| Sex (% within sex group) | <0.001 | |||
| Male | 41.2% | 44.7% | 14.1% | |
| Female | 40.1% | 49.3% | 10.6% | |
| BMI group † (% within breakfast category) | <0.001 | |||
| Underweight | 1.2% | 2.2% | 2.3% | |
| Normal | 37.2% | 34.7% | 32.7% | |
| Overweight | 36.6% | 36.5% | 35.6% | |
| Obese | 25.0% | 26.6% | 29.5% | |
| Waist group ‡ (% within breakfast category) | 0.268 | |||
| Not at risk of metabolic complications | 36.9% | 37.5% | 38.8% | |
| Increased risk of metabolic complications | 24.0% | 22.4% | 20.8% | |
| Substantially increased risk of metabolic complications | 39.1% | 40.1% | 40.4% | |
| SES quintile § (% within breakfast category) | <0.001 | |||
| Lowest 20% | 16.1% | 18.7% | 22.0% | |
| Second quintile | 18.6% | 20.4% | 23.8% | |
| Third quintile | 20.9% | 20.9% | 18.6% | |
| Fourth quintile | 19.9% | 18.5% | 17.9% | |
| Highest 20% | 24.4% | 21.5% | 17.7% | |
| Whether participated in sufficient activity in last week || (% within breakfast category) | <0.001 | |||
| Inactive | 18.6% | 20.6% | 27.7% | |
| Insufficiently active | 35.7% | 36.4% | 35.3% | |
| Sufficiently active for health | 45.7% | 43.0% | 37.0% | |
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| BMI ¶ (kg/m2 ± SE) | 26.9 ± 0.1 a | 27.4 ± 0.1 b | 28.0 ± 0.2 b | <0.001 |
| Waist circumference ¶ (cm ± SE) | 92.5 ± 0.2 a | 93.8 ± 0.2 b | 94.8 ± 0.4 b | <0.001 |
Abbreviations: SE—standard error; BMI—body mass index; SES—socio-economic status. 1 Breakfast cereal consumers had any food from the sub-major food groups “breakfast cereals, ready to eat” or “breakfast cereals, hot porridge style”, either at any time of day with a “breakfast” eating occasion, or between 5.30 a.m. and 9.30 a.m. with an “extended consumption” eating occasion. 2 Non-cereal consumers reported “breakfast” eating occasions but were not breakfast cereal consumers. 3 Breakfast skippers did not report a “breakfast” eating occasion. a,b,c Different superscripts denotes significant difference between groups (p < 0.001) by post hoc, Bonferroni. * p values show associations between breakfast consumer categories and demographic, anthropometric, and lifestyle measures. ** Univariate ANOVAs denote the effect of breakfast consumer category on anthropometric measures. † Based on BMI: underweight (<18.5), normal weight (≥18.5, <25.0), overweight (≥25.0, <30.0), obese (≥30.0). ‡ Based on World Health Organization cut-offs for waist circumference: not at risk of metabolic complications (females: <80 cm; males: <94 cm); increased risk of metabolic complications (females: ≥80 cm, <88 cm; males: ≥94 cm, <102 cm); substantially increased risk of metabolic complications (females: >88 cm; males: >102 cm). § Based on Socio-Economic Indexes for Areas (SEIFA), a product developed by the ABS that ranks areas in Australia according to their relative socio-economic advantage. || For adults 18 years and over at least 150 min of physical activity over five or more sessions per week is recommended. ¶ Adjusted for age group, sex, physical activity, and energy intake.
Prevalence of adults meeting the recommended serves of the Five Food Groups by breakfast consumer category.
| Food Group * | All Adults | Breakfast Cereal Consumers 1 | Non-Cereal Breakfast Consumers 2 | Breakfast Skippers 3 | |
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| Grain foods 4 | 31.8% | 41.0% | 27.4% | 17.9% | <0.001 |
| Fruit 5 | 29.4% | 35.9% | 26.8% | 17.7% | <0.001 |
| Vegetables 6 | 15.7% | 17.7% | 15.7% | 9.1% | <0.001 |
| Meat 7 | 35.5% | 35.0% | 36.2% | 34.3% | 0.366 |
| Dairy 8 | 14.7% | 19.8% | 10.9% | 12.2% | <0.001 |
* Australian Dietary Guidelines Five Food Groups. 1 Breakfast cereal consumers had any food from the sub-major food groups “breakfast cereals, ready to eat” or “breakfast cereals, hot porridge style”, either at any time of day with a “breakfast” eating occasion, or between 5.30 a.m. and 9.30 a.m. with an “extended consumption” eating occasion. 2 Non-cereal consumers reported “breakfast” eating occasions but were not breakfast cereal consumers. 3 Breakfast skippers did not report a “breakfast” eating occasion. 4 Grain (cereal) foods, mostly wholegrain and/or high cereal fibre varieties. 5 Includes fruit or vegetable juice. 6 Vegetables and legumes/beans. 7 Lean meats and poultry, fish, eggs, tofu, nuts and seeds and legumes/beans. 8 Milk, yoghurt, cheese and/or alternatives, mostly reduced fat.
Serves of the Five Food Groups and discretionary foods at breakfast, the rest of the day, and the total day by breakfast consumer category.
| Food Group * | Total Day | Breakfast | The Rest of the Day | |||||
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| Breakfast Cereal Consumers 1 | Non-Cereal Breakfast Consumers 2 | Breakfast Skippers 3 | Breakfast Cereal Consumers 1 | Non-Cereal Breakfast Consumers 2 | Breakfast Cereal Consumers 1 | Non-Cereal Breakfast Consumers 2 | Breakfast Skippers 3 | |
| Serves † (mean ± SE) | ||||||||
| Grain foods 4 | 5.2 ± 0.1 a | 4.4 ± 0.1 b | 3.8 ± 0.1 c | 2.1 ± 0.0 a | 1.4 ± 0.0 b | 3.1 ± 0.1 a | 3.1 ± 0.1 a | 3.6 ± 0.1 b |
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| 2.5 ± 0.0 a | 1.3 ± 0.0 b | 0.8 ± 0.1 c | 1.7 ± 0.0 a | 0.6 ± 0.0 b | 0.8 ± 0.0 a | 0.6 ± 0.0 b | 0.6 ± 0.0 b |
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| 2.6 ± 0.1 a | 3.1 ± 0.1 b | 3.0 ± 0.1 c | 0.4 ± 0.0 a | 0.7 ± 0.0 b | 2.3 ± 0.1 a | 2.4 ± 0.1 a | 3.0 ± 0.1 b |
| Fruit 5 | 1.8 ± 0.0 a | 1.4 ± 0.0 b | 1.1 ± 0.1 c | 0.6 ± 0.0 a | 0.3 ± 0.0 b | 1.3 ± 0.0 a | 1.1 ± 0.0 b | 1.1 ± 0.1 a, b |
| Vegetables 6 | 3.2 ± 0.1 a | 3.1 ± 0.1 a | 2.7 ± 0.1 b | 0.0 ± 0.0 a | 0.2 ± 0.0 b | 3.2 ± 0.1 a | 2.8 ± 0.0 b | 2.7 ± 0.1 b |
| Meat 7 | 2.0 ± 0.0 a | 2.2 ± 0.0 b | 2.3 ± 0.1 a,b | 0.1 ± 0.0 a | 0.2 ± 0.0 b | 2.0 ± 0.0 a | 2.0 ± 0.0 a | 2.3 ± 0.1 b |
| Dairy 8 | 1.8 ± 0.0 a | 1.2 ± 0.0 b | 1.1 ± 0.0 b | 0.8 ± 0.0 a | 0.3 ± 0.0 b | 1.0 ± 0.0 a | 0.9 ± 0.0 b | 1.2 ± 0.0 a |
| Discretionary foods | 4.5 ± 0.1 a | 5.5 ± 0.1 b | 6.3 ± 0.1 c | 0.2 ± 0.0 a | 0.7 ± 0.0 b | 4.6 ± 0.1 a | 5.0 ± 0.1 b | 5.2 ± 0.1 b |
Abbreviations: SE—standard error. * Australian Dietary Guidelines Five Food Groups. † Adjusted for sex, age group, their interaction, BMI group, and energy intake. 1 Breakfast cereal consumers had any food from the sub-major food groups “breakfast cereals, ready to eat” or “breakfast cereals, hot porridge style”, either at any time of day with a “breakfast” eating occasion, or between 5.30 a.m. and 9.30 a.m. with an “extended consumption” eating occasion. 2 Non-cereal consumers reported “breakfast” eating occasions but were not breakfast cereal consumers. 3 Breakfast skippers did not report a “breakfast” eating occasion. a,b,c Different superscripts denotes significant difference between groups (p < 0.001) by post hoc, Bonferroni. 4 Grain (cereal) foods, mostly wholegrain and/or high cereal fibre varieties. 5 Includes fruit or vegetable juice. 6 Vegetables and legumes/beans. 7 Lean meats and poultry, fish, eggs, tofu, nuts and seeds and legumes/beans. 8 Milk, yoghurt, cheese and/or alternatives, mostly reduced fat.
Total daily energy and nutrient intake at breakfast, the rest of the day, and the total day by breakfast consumer category.
| Nutrient | Total Day | Breakfast | The Rest of the Day | |||||
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| Breakfast Cereal Consumers 1 | Non-Cereal Breakfast Consumers 2 | Breakfast Skippers 3 | Breakfast Cereal Consumers 1 | Non-Cereal Breakfast Consumers 2 | Breakfast Cereal Consumers 1 | Non-Cereal Breakfast Consumers 2 | Breakfast Skippers 3 | |
| Nutrient Intake * (mean ± SE) | ||||||||
| Energy (MJ) | 8.7 ± 0.1 a | 8.5 ± 0.1 a | 7.9 ± 0.1 b | 1.8 ± 0.0 a | 1.5 ± 0.0 b | 7.0 ± 0.1 a | 7.1 ± 0.0 a | 7.5 ± 0.1 b |
| Protein (g) | 91.5 ± 0.8 a | 90.0 ± 0.8 a,b | 85.8 ± 1.2 b | 14.1 ± 0.2 a | 15.6 ± 0.2 b | 78.8 ± 0.8 a | 76.2 ± 0.8 a,b | 74.2 ± 1.1 b |
| Total fat (g) | 71.1 ± 0.6 a | 76.5 ± 0.6 b | 76.8 ± 0.9 b | 8.1 ± 0.2 a | 13.7 ± 0.2 b | 65.1 ± 0.6 | 64.8 ± 0.6 | 63.0 ± 0.8 |
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| 26.8 ± 0.3 a | 28.7 ± 0.3 b | 29.6 ± 0.4 b | 3.2 ± 0.1 a | 5.2 ± 0.1 b | 24.4 ± 0.3 | 24.2 ± 0.3 | 24.4 ± 0.4 |
| Total sugars (g) | 113.4 ± 1.4 a | 103.6 ± 1.4 b | 108.4 ± 2.0 a,b | 28.7 ± 0.5 a | 20.8 ± 0.5 b | 86.4 ± 1.3 a,b | 84.8 ± 1.3 a | 93.2 ± 1.9 b |
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| 46.3 ± 0.8 a | 51.7 ± 0.7 b | 62.2 ± 1.4 c | 8.3 ± 0.4 | 8.6 ± 0.3 | 39.9 ± 0.7 a | 44.1 ± 0.7 b | 52.1 ± 1.3 c |
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| 54.3 ± 0.8 a | 59.0 ± 0.8 b | 68.2 ± 1.5 c | 11.9 ± 0.4 | 11.3 ± 0.4 | 44.2 ± 0.7 a | 48.9 ± 0.7 b | 57.2 ± 1.4 c |
| Carbohydrate (g) | 244.5 ± 1.6 a | 229.3 ± 1.6 b | 226.5 ± 2.4 b | 61.7 ± 0.5 a | 48.8 ± 0.5 b | 186.7 ± 1.5 | 185.3 ± 1.5 | 191.7 ± 2.2 |
| Fibre (g) | 26.9 ± 0.3 a | 22.2 ± 0.3 b | 19.4 ± 0.4 c | 7.4 ± 0.1 a | 4.9 ± 0.1 b | 19.5 ± 0.2 a | 17.6 ± 0.2 b | 16.5 ± 0.3 b |
| Niacin (equivalents) (mg) | 42.2 ± 0.4 a | 40.4 ± 0.4 b | 39.2 ± 0.6 b | 9.1 ± 0.2 a | 8.4 ± 0.2 b | 33.8 ± 0.4 | 32.8 ± 0.4 | 34.0 ± 0.6 |
| Iron (mg) | 13.6 ± 0.1 a | 10.3 ± 0.1 b | 9.1 ± 0.2 c | 5.0 ± 0.1 a | 2.3 ± 0.1 b | 8.7 ± 0.1 a | 8.2 ± 0.1 b | 7.8 ± 0.1 b |
| Thiamin (mg) | 1.9 ± 0.0 a | 1.5 ± 0.0 b | 1.1 ± 0.0 c | 0.8 ± 0.0 a | 0.5 ± 0.0 b | 1.1 ± 0.0 | 1.0 ± 0.0 | 1.0 ± 0.0 |
| Riboflavin (equivalents) (mg) | 2.3 ± 0.0 a | 1.7 ± 0.0 b | 1.5 ± 0.0 c | 1.0 ± 0.0 a | 0.5 ± 0.0 b | 1.4 ± 0.0 a | 1.2 ± 0.0 b | 1.3 ± 0.0 a,b |
| Folate (µg) | 707 ± 8 a | 595 ± 8 b | 465 ± 12 c | 253 ± 6 a | 208 ± 6 b | 449 ± 6 a | 396 ± 6 b | 424 ± 9 a,b |
| Calcium (mg) | 927 ± 10 a | 741 ± 10 b | 673 ± 15 c | 291 ± 5 a | 177 ± 5 b | 644 ± 9 a | 580 ± 9 b | 596 ± 13 b |
| Sodium (mg) | 2283 ± 30 a | 2587 ± 29 b | 2431 ± 44 a | 244 ± 11 a | 570 ± 11 b | 2075 ± 28 | 2069 ± 28 | 2107 ± 41 |
| Magnesium (mg) | 371 ± 3 a | 327 ± 3 b | 301 ± 4 c | 98 ± 1 a | 69 ± 1 b | 276 ± 5 a | 264 ± 2 b | 259 ± 4 b |
| Potassium (mg) | 3146 ± 25 a | 2872 ± 24 b | 2665 ± 36 c | 646 ± 8 a | 520 ± 8 b | 2539 ± 23 a | 2405 ± 22 b | 2319 ± 33 b |
Abbreviations: SE—standard error. * Energy intake adjusted for sex, age group, their interaction, and number of eating occasions at breakfast; all other nutrients adjusted for sex, age group, their interaction, BMI group, and energy intake at total day, breakfast, or the rest of the day. 1 Breakfast cereal consumers had any food from the sub-major food groups “breakfast cereals, ready to eat” or “breakfast cereals, hot porridge style”, either at any time of day with a “breakfast” eating occasion, or between 5.30 a.m. and 9.30 a.m. with an “extended consumption” eating occasion. 2 Non-cereal consumers reported “breakfast” eating occasions but were not breakfast cereal consumers. 3 Breakfast skippers did not report a “breakfast” eating occasion. a,b,c Different superscripts denotes significant difference between groups (p < 0.001) by post hoc, Bonferroni.