The association of education with body mass index and waist circumference in the EPIC-PANACEA study
Author(s)
Type
Journal Article
Abstract
Background: To examine the association of education with body mass index (BMI) and waist circumference (WC)
in the European Prospective Investigation into Cancer and Nutrition (EPIC).
Method: This study included 141,230 male and 336,637 female EPIC-participants, who were recruited between
1992 and 2000. Education, which was assessed by questionnaire, was classified into four categories; BMI and WC,
measured by trained personnel in most participating centers, were modeled as continuous dependent variables.
Associations were estimated using multilevel mixed effects linear regression models.
Results: Compared with the lowest education level, BMI and WC were significantly lower for all three higher
education categories, which was consistent for all countries. Women with university degree had a 2.1 kg/m2 lower
BMI compared with women with lowest education level. For men, a statistically significant, but less pronounced
difference was observed (1.3 kg/m2
). The association between WC and education level was also of greater
magnitude for women: compared with the lowest education level, average WC of women was lower by 5.2 cm for
women in the highest category. For men the difference was 2.9 cm.
Conclusion: In this European cohort, there is an inverse association between higher BMI as well as higher WC and
lower education level. Public Health Programs that aim to reduce overweight and obesity should primarily focus
on the lower educated population.
in the European Prospective Investigation into Cancer and Nutrition (EPIC).
Method: This study included 141,230 male and 336,637 female EPIC-participants, who were recruited between
1992 and 2000. Education, which was assessed by questionnaire, was classified into four categories; BMI and WC,
measured by trained personnel in most participating centers, were modeled as continuous dependent variables.
Associations were estimated using multilevel mixed effects linear regression models.
Results: Compared with the lowest education level, BMI and WC were significantly lower for all three higher
education categories, which was consistent for all countries. Women with university degree had a 2.1 kg/m2 lower
BMI compared with women with lowest education level. For men, a statistically significant, but less pronounced
difference was observed (1.3 kg/m2
). The association between WC and education level was also of greater
magnitude for women: compared with the lowest education level, average WC of women was lower by 5.2 cm for
women in the highest category. For men the difference was 2.9 cm.
Conclusion: In this European cohort, there is an inverse association between higher BMI as well as higher WC and
lower education level. Public Health Programs that aim to reduce overweight and obesity should primarily focus
on the lower educated population.
Date Issued
2011-03-17
Date Acceptance
2011-03-17
Citation
BMC Public Health, 2011, 11
ISSN
1471-2458
Publisher
BioMed Central
Journal / Book Title
BMC Public Health
Volume
11
Copyright Statement
© 2011 Hermann et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative
Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and
reproduction in any medium, provided the original work is properly cited.
Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and
reproduction in any medium, provided the original work is properly cited.
License URL
Subjects
Science & Technology
Life Sciences & Biomedicine
Public, Environmental & Occupational Health
PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH, SCI
SOCIOECONOMIC-STATUS
ENERGY-INTAKE
PHYSICAL-ACTIVITY
OXFORD PARTICIPANTS
WEIGHT STATUS
OBESITY
OVERWEIGHT
CANCER
PREVALENCE
ADULTS
Publication Status
Published
Article Number
169