Brazilian Longitudinal Study of Adult Health (ELSA-Brasil): socio-occupational class as an effect modifier for the relationship between adiposity measures and self-rated health

BMC Public Health. 2019 Jun 11;19(1):734. doi: 10.1186/s12889-019-7072-y.

Abstract

Background: Little is known about the role of social class in the association between adiposity measures and self-rated health, and several studies have evaluated its influence as a confounder. The aim of the study is to investigate whether social class is an effect modifier in the association between adiposity measures and self-rated health in participants in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil).

Method: Cross-sectional design, including 6453 men and 7686 women. Body mass index (kg/m2) and waist circumference (cms) were assessed. Self-rated health was categorized as good, fair and poor. Socio-occupational class was based on the participants' occupation, education and per capita income. Multicovariate ordinal logistic model was used to evaluate the association between adiposity measures and self-rated health.

Results: For women, the low and medium socio-occupational class effects were higher for those with waist circumference between 80 and 88 cm or overweight. For men, the low and medium socio-occupational class effects were higher for those with adequate waist circumference or normal body mass index.

Conclusions: Social class is an effect modifier in the association between body mass index or waist circumference and self-rated health.

Keywords: Body mass index; Effect modification; Occupational social class; Self-rated health; Social stratification; Waist circumference.

MeSH terms

  • Adiposity*
  • Adult
  • Body Mass Index
  • Brazil
  • Cross-Sectional Studies
  • Diagnostic Self Evaluation*
  • Employment / psychology*
  • Female
  • Humans
  • Income
  • Logistic Models
  • Longitudinal Studies
  • Male
  • Middle Aged
  • Obesity / psychology
  • Occupations*
  • Overweight / psychology
  • Sex Factors
  • Social Class*
  • Waist Circumference