Ethnicity and socioeconomic status are related to dietary patterns at age 5 in the Amsterdam born children and their development (ABCD) cohort
Author(s)
Type
Journal Article
Abstract
Background: Health inequalities are already present at young age and tend to vary with ethnicity and
socioeconomic status (SES). Diet is a major determinant of overweight, and studying dietary patterns as a
whole in relation to overweight rather than single nutrients or foods has been suggested. We derived dietary
patterns at age 5 and determined whether ethnicity and SES were both related to these dietary patterns.
Methods: We analysed 2769 validated Food Frequency Questionnaires filled in by mothers of children
(5.7 ± 0.5y) in the Amsterdam Born Children and their Development (ABCD) cohort. Food items were reduced
to 41 food groups. Energy adjusted intake per food group (g/d) was used to derive dietary patterns using
Principal Component Analysis and children were given a pattern score for each dietary pattern. We defined 5
ethnic groups (Dutch, Surinamese, Turkish, Moroccan, other ethnicities) and 3 SES groups (low, middle, high,
based on maternal education). Multivariate ANOVA, with adjustment for age, gender and maternal age, was
used to test potential associations between ethnicity or SES and dietary pattern scores. Post-hoc analyses with
Bonferroni adjustment were used to examine differences between groups.
Results: Principal Component Analysis identified 4 dietary patterns: a snacking, full-fat, meat and healthy
dietary pattern, explaining 21% of the variation in dietary intake. Ethnicity was related to the dietary pattern
scores (p < 0.01): non-Dutch children scored high on snacking and healthy pattern, whereas Turkish children
scored high on full-fat and Surinamese children on the meat pattern. SES was related to the snacking, full-fat
and meat patterns (p < 0.01): low SES children scored high on the snacking and meat pattern and low on the
full-fat pattern.
Conclusions: This study indicates that both ethnicity and SES are relevant for dietary patterns at age 5 and
may enable more specific nutrition education to specific ethnic and low socioeconomic status target groups.
socioeconomic status (SES). Diet is a major determinant of overweight, and studying dietary patterns as a
whole in relation to overweight rather than single nutrients or foods has been suggested. We derived dietary
patterns at age 5 and determined whether ethnicity and SES were both related to these dietary patterns.
Methods: We analysed 2769 validated Food Frequency Questionnaires filled in by mothers of children
(5.7 ± 0.5y) in the Amsterdam Born Children and their Development (ABCD) cohort. Food items were reduced
to 41 food groups. Energy adjusted intake per food group (g/d) was used to derive dietary patterns using
Principal Component Analysis and children were given a pattern score for each dietary pattern. We defined 5
ethnic groups (Dutch, Surinamese, Turkish, Moroccan, other ethnicities) and 3 SES groups (low, middle, high,
based on maternal education). Multivariate ANOVA, with adjustment for age, gender and maternal age, was
used to test potential associations between ethnicity or SES and dietary pattern scores. Post-hoc analyses with
Bonferroni adjustment were used to examine differences between groups.
Results: Principal Component Analysis identified 4 dietary patterns: a snacking, full-fat, meat and healthy
dietary pattern, explaining 21% of the variation in dietary intake. Ethnicity was related to the dietary pattern
scores (p < 0.01): non-Dutch children scored high on snacking and healthy pattern, whereas Turkish children
scored high on full-fat and Surinamese children on the meat pattern. SES was related to the snacking, full-fat
and meat patterns (p < 0.01): low SES children scored high on the snacking and meat pattern and low on the
full-fat pattern.
Conclusions: This study indicates that both ethnicity and SES are relevant for dietary patterns at age 5 and
may enable more specific nutrition education to specific ethnic and low socioeconomic status target groups.
Date Issued
2018-01-08
Date Acceptance
2017-12-20
Citation
BMC Public Health, 2018, 18
ISSN
1471-2458
Publisher
BioMed Central
Journal / Book Title
BMC Public Health
Volume
18
Copyright Statement
© The Author(s). 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
License URL
Subjects
Science & Technology
Life Sciences & Biomedicine
Public, Environmental & Occupational Health
Dietary patterns
PCA
Children
Preschool children
Ethnicity
Socioeconomic status
Overweight
SOCIODEMOGRAPHIC CHARACTERISTICS
MULTIVARIATE-ANALYSIS
3-YEAR-OLD CHILDREN
PRESCHOOL-CHILDREN
EATING PATTERNS
ASSOCIATIONS
OVERWEIGHT
ADOLESCENTS
PREVALENCE
BEHAVIORS
Publication Status
Published
Article Number
115