Fat free mass and obesity in relation to educational level

BMC Public Health. 2009 Dec 4:9:448. doi: 10.1186/1471-2458-9-448.

Abstract

Background: The aim of the study was to describe the body composition of Finnish adults, especially by education, and to investigate whether fat-free mass (FFM) can explain educational gradients relating to body mass index (BMI) and waist-to-hip ratio (WHR).

Methods: Data for this cross-sectional study were based on data collected in 2000-2001 for the Health 2000 Survey. Of the nationally representative sample of 8,028 Finnish men and women aged 30 years and older, 6,300 (78.5%) were included in the study. Body composition measurements were carried out in the health examination, where FFM was assessed with eight-polar bioelectrical impedance analysis. Questions on education were included in the health interview.

Results: The mean FFM varied by education in older (>or= 65 y.) men only. In the middle-aged group (30-64 y.), highly educated men were less likely to belong to the lowest quintile of FFM (OR 0.67, 95%CI 0.48-0.93) compared with the least educated subjects. The level of education was inversely associated with the prevalence of high BMI and WHR in middle-aged men. In women, the respective associations were found both in middle-aged women and their older counterparts. Adjustment for FFM slightly strengthened the associations of education with BMI and WHR.

Conclusions: The association between education and FFM is weak. Educational gradients of high BMI and high WHR cannot be explained by FFM.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adipose Tissue
  • Adiposity / physiology
  • Adult
  • Age Factors
  • Aged
  • Body Composition*
  • Body Mass Index*
  • Cross-Sectional Studies
  • Educational Status*
  • Female
  • Finland / epidemiology
  • Humans
  • Male
  • Middle Aged
  • Obesity / epidemiology*
  • Surveys and Questionnaires
  • Young Adult