Quasi-causal associations of physical activity and neighborhood walkability with body mass index: a twin study

Prev Med. 2015 Jan:70:90-5. doi: 10.1016/j.ypmed.2014.11.024. Epub 2014 Dec 4.

Abstract

Objective: Physical activity, neighborhood walkability, and body mass index (BMI, kg/m(2)) associations were tested using quasi-experimental twin methods. We hypothesized that physical activity and walkability were independently associated with BMI within twin pairs, controlling for genetic and environmental background shared between them.

Methods: Data were from 6376 (64% female; 58% identical) same-sex pairs, University of Washington Twin Registry, 2008-2013. Neighborhood walking, moderate-to-vigorous physical activity (MVPA), and BMI were self-reported. Residential address was used to calculate walkability. Phenotypic (non-genetically informed) and biometric (genetically informed) regression was employed, controlling for age, sex, and race.

Results: Walking and MVPA were associated with BMI in phenotypic analyses; associations were attenuated but significant in biometric analyses (Ps<0.05). Walkability was not associated with BMI, however, was associated with walking (but not MVPA) in both phenotypic and biometric analyses (Ps<0.05), with no attenuation accounting for shared genetic and environmental background.

Conclusions: The association between activity and BMI is largely due to shared genetic and environmental factors, but a significant causal relationship remains accounting for shared background. Although walkability is not associated with BMI, it is associated with neighborhood walking (but not MVPA) accounting for shared background, suggesting a causal relationship between them.

Keywords: Body mass index; Environment and public health; Heredity; Motor activity; Twins.

Publication types

  • Research Support, N.I.H., Extramural
  • Twin Study

MeSH terms

  • Adult
  • Body Mass Index*
  • Environment Design*
  • Female
  • Geographic Information Systems
  • Humans
  • Male
  • Monitoring, Physiologic / instrumentation
  • Monitoring, Physiologic / methods
  • Motor Activity
  • Multivariate Analysis
  • Phenotype
  • Residence Characteristics*
  • Twins, Dizygotic / genetics
  • Twins, Dizygotic / statistics & numerical data*
  • Twins, Monozygotic / genetics
  • Twins, Monozygotic / statistics & numerical data*
  • Walking / physiology*
  • Walking / statistics & numerical data
  • Washington