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Updated: May 18, 2026

Breakfast Habits among Schoolchildren in the City of Uruguaiana, Brazil
Published on: July 29, 2020
Dietary patterns throughout childhood and associations with nutrient intakes
Victoria Cribb1, Pauline Emmett, Kate Northstone
1School of Social and Community Medicine, University of Bristol, Bristol, UK.
Children's dietary patterns significantly impact nutrient intake. Healthier eating habits correlate with better nutrient profiles, while processed foods lead to nutrient-poor diets.
Area of Science:
- Pediatric Nutrition Science
- Dietary Pattern Analysis
- Nutrient Intake Assessment
Background:
- Understanding the relationship between children's dietary patterns and nutrient intake is crucial for public health.
- Previous research has explored dietary habits, but longitudinal data linking specific patterns to nutrient profiles across childhood is limited.
Purpose of the Study:
- To investigate the association between distinct dietary patterns identified at multiple time points in childhood and estimated nutrient intakes.
- To quantify the extent to which dietary patterns explain variations in nutrient consumption from early to late childhood.
Main Methods:
- Utilized data from the Avon Longitudinal Study of Parents and Children (ALSPAC) with 8,010-10,023 children.
- Employed Food Frequency Questionnaires (FFQ) administered at ages 3, 4, 7, and 9 years.
- Applied principal component analysis to identify consistent dietary patterns: ‘processed’, ‘health conscious’, and ‘traditional’.
Main Results:
- Dietary patterns explained substantial variance in nutrient intake, exceeding 25% at age 3 and 40% at later ages.
- The ‘processed’ pattern strongly correlated with energy, fat, and sugar intake but showed reversed correlations with most micronutrients, indicating an energy-dense, nutrient-poor profile.
- ‘Health conscious’ and ‘traditional’ patterns demonstrated positive correlations with protein, fiber, and most micronutrients, irrespective of energy adjustment.
Conclusions:
- Dietary patterns are significant determinants of nutrient content in children's diets.
- Adherence to ‘health conscious’ and ‘traditional’ dietary patterns is associated with improved nutrient profiles.
- Conversely, higher consumption of the ‘processed’ dietary pattern is linked to poorer nutrient intake.
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