Assessment of selection bias in a health survey of children and families - the IDEFICS Sweden-study
- PMID: 23634972
- PMCID: PMC3662638
- DOI: 10.1186/1471-2458-13-418
Assessment of selection bias in a health survey of children and families - the IDEFICS Sweden-study
Abstract
Background: A health survey was performed in 2007-2008 in the IDEFICS/Sweden study (Identification and prevention of dietary- and lifestyle-induced health effects in children and infants) in children aged 2-9 years. We hypothesized that families with disadvantageous socioeconomic and -demographic backgrounds and children with overweight and obesity were underrepresented.
Methods: In a cross-sectional study, we compared Swedish IDEFICS participants (N=1,825) with referent children (N=1,825) using data from Statistics Sweden population registers. IDEFICS participants were matched for age and gender with a referent child living in the same municipality. Longitudinal weight and height data from birth to 8 years was collected for both populations (n=3,650) from the children's local health services. Outcome measures included the family's socioeconomic and demographic characteristics, maternal body mass index (BMI) and smoking habits before pregnancy, the children's BMI standard deviation score (SDS) at the age of inclusion in the IDEFICS study (BMISDS-index), and the children's BMI-categories during the age-span. Comparisons between groups were done and a multiple logistic regression analysis for the study of determinants of participation in the IDEFICS study was performed.
Results: Compared with IDEFICS participants, referent families were more likely to have lower education and income, foreign backgrounds, be single parents, and have mothers who smoked before pregnancy. Maternal BMI before pregnancy and child's BMISDS-index did not differ between groups. Comparing the longitudinal data-set, the prevalence of obesity was significantly different at age 8 years n= 45 (4.5%) versus n= 31 (2.9%) in the referent and IDEFICS populations, respectively. In the multivariable adjusted model, the strongest significant association with IDEFICS study participation was parental Swedish background (odds ratio (OR) = 1.91, 95% confidence interval (CI) (1.48-2.47) followed by parents having high education OR 1.80, 95% CI (1.02-3.16) and being married or co-habiting OR 1.75 95% CI (1.38-2.23).
Conclusion: Families with single parenthood, foreign background, low education and income were underrepresented in the IDEFICS Sweden study. BMI at inclusion had no selection effect, but developing obesity was significantly greater among referents.
Figures
Similar articles
-
Prospective associations between social vulnerabilities and children's weight status. Results from the IDEFICS study.Int J Obes (Lond). 2018 Oct;42(10):1691-1703. doi: 10.1038/s41366-018-0199-6. Epub 2018 Sep 11. Int J Obes (Lond). 2018. PMID: 30206333
-
Children consuming milk cereal drink are at increased risk for overweight: The IDEFICS Sweden study, on behalf of the IDEFICS Consortium.Scand J Public Health. 2014 Aug;42(6):518-24. doi: 10.1177/1403494814538124. Epub 2014 Jun 19. Scand J Public Health. 2014. PMID: 24947518
-
Parents' evaluation of the IDEFICS intervention: an analysis focussing on socio-economic factors, child's weight status and intervention exposure.Obes Rev. 2015 Dec;16 Suppl 2:103-18. doi: 10.1111/obr.12332. Obes Rev. 2015. PMID: 26707020
-
Early feeding practices and family structure: associations with overweight in children.Proc Nutr Soc. 2014 Feb;73(1):132-6. doi: 10.1017/S0029665113003741. Proc Nutr Soc. 2014. PMID: 24507855 Review.
-
[Simple obesity in children. A study on the role of nutritional factors].Med Wieku Rozwoj. 2006 Jan-Mar;10(1):3-191. Med Wieku Rozwoj. 2006. PMID: 16733288 Review. Polish.
Cited by
-
The impact of a community-based intervention on weight, weight-related behaviours and health-related quality of life in primary school children in Victoria, Australia, according to socio-economic position.BMC Public Health. 2021 Nov 27;21(1):2179. doi: 10.1186/s12889-021-12150-4. BMC Public Health. 2021. PMID: 34837974 Free PMC article. Clinical Trial.
-
Usual energy and macronutrient intakes in 2-9-year-old European children.Int J Obes (Lond). 2014 Sep;38 Suppl 2:S115-23. doi: 10.1038/ijo.2014.142. Int J Obes (Lond). 2014. PMID: 25376213
-
Nutrition- and feeding practice-related risk factors for rapid weight gain during the first year of life: a population-based birth cohort study.BMC Pediatr. 2020 Nov 5;20(1):507. doi: 10.1186/s12887-020-02391-4. BMC Pediatr. 2020. PMID: 33148198 Free PMC article.
-
Early Life Factors and Inter-Country Heterogeneity in BMI Growth Trajectories of European Children: The IDEFICS Study.PLoS One. 2016 Feb 22;11(2):e0149268. doi: 10.1371/journal.pone.0149268. eCollection 2016. PLoS One. 2016. PMID: 26901773 Free PMC article.
-
Determinants of changes in women's and men's eating behavior across the transition to parenthood: a focus group study.Int J Behav Nutr Phys Act. 2021 Jul 12;18(1):95. doi: 10.1186/s12966-021-01137-4. Int J Behav Nutr Phys Act. 2021. PMID: 34253197 Free PMC article.
References
-
- World Health Organization. Obesity and overweight, Fact sheet No311. http://www.who.int/mediacentre/factsheets/fs311/en/
-
- Wilkinson RG, Pickett K. Jämlikhetsanden: därför är mer jämlika samhällen nästan alltid bättre samhällen (original title: The Spirit level: Why more equal societies almost always do better.) Karneval: Stockholm; 2010.
-
- Waters E, de Silva-Sanigorski A, Hall BJ, Brown T, Campbell KJ, Gao Y, Armstrong R, Prosser L, Summerbell CD. Interventions for preventing obesity in children. Cochrane Database Syst Rev. 2011;12(12):CD001871. - PubMed
-
- World Health Organization, Health Metrics Network. Issues in health information: Integrating equity into health information systems. http://www.who.int/healthmetrics/documents/hmnissue_integratingequity.pdf.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical