Multi-level modelling of physical activity in nuclear families

Ann Hum Biol. 2014 Mar-Apr;41(2):138-44. doi: 10.3109/03014460.2013.836243. Epub 2013 Oct 11.

Abstract

Background: Few studies focus on the different dyadic relations among family members to study physical activity (PA) levels.

Aim: The aim was to investigate predictors and sources of variance of PA levels in nuclear families using multi-level modelling.

Subjects and methods: The sample consisted of 2661 Portuguese four-member nuclear families (10 644 subjects). PA was measured using a questionnaire and socioeconomic status (SES) was assessed by parental occupation. Height and weight were measured in children, while parents self-reported their values.

Results: The results showed that intra-generational similarities were higher than inter-generational, with correlation values of 0.26 and 0.10, respectively. SES was unrelated to any family members' PA level. Being male (β = 0.26, t = 21.77), being older (β = -0.36, t = -4.73) and greater BMI for mothers (β = 0.02, t = 2.55) had effects on individuals' PA.

Conclusion: These results suggest a strong dyadic resemblance in PA, showed different effects of gender, age and BMI on individuals' PA and demonstrated that multi-level modelling is a useful strategy to study PA in families.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Age Factors
  • Body Height
  • Body Mass Index
  • Body Weight
  • Child
  • Exercise / physiology
  • Female
  • Humans
  • Male
  • Models, Theoretical
  • Motor Activity / physiology*
  • Nuclear Family*
  • Obesity*
  • Parent-Child Relations*
  • Parents
  • Portugal
  • Sex Factors
  • Social Class
  • Socioeconomic Factors
  • Surveys and Questionnaires