title: Changes in the built environment and changes in the amount of walking over time: longitudinal results from the multi-ethnic study of atherosclerosis.
abstract: Lack of longitudinal research hinders causal inference on the association between the built environment and walking. In the present study, we used data from 6,027 adults in the Multi-Ethnic Study of Atherosclerosis who were 45-84 years of age at baseline to investigate the association of neighborhood built environment with trends in the amount of walking between 2000 and 2012. Walking for transportation and walking for leisure were assessed at baseline and at 3 follow-up visits (median follow-up = 9.15 years). Time-varying built environment measures (measures of population density, land use, number of destinations, bus access, and street connectivity) were created using geographic information systems. We used linear mixed models to estimate the associations between baseline levels of and a change in each built environment feature and a change in the frequency of walking. After adjustment for potential confounders, we found that higher baseline levels of population density, area zoned for retail, social destinations, walking destinations, and street connectivity were associated with greater increases in walking for transportation over time. Higher baseline levels of land zoned for residential use and distance to buses were associated with less pronounced increases (or decreases) in walking for transportation over time. Increases in the number of social destinations, the number of walking destinations, and street connectivity over time were associated with greater increases in walking for transportation. Higher baseline levels of both land zoned for retail and walking destinations were associated with greater increases in leisure walking, but no changes in built environment features were associated with leisure walking. The creation of mixed-use, dense developments may encourage adults to incorporate walking for transportation into their everyday lives.
authors.forename: Jana A
authors.initials: JA
authors.lastname: Hirsch
authors.forename: Kari A
authors.initials: KA
authors.lastname: Moore
authors.forename: Philippa J
authors.initials: PJ
authors.lastname: Clarke
authors.forename: Daniel A
authors.initials: DA
authors.lastname: Rodriguez
authors.forename: Kelly R
authors.initials: KR
authors.lastname: Evenson
authors.forename: Shannon J
authors.initials: SJ
authors.lastname: Brines
authors.forename: Melissa A
authors.initials: MA
authors.lastname: Zagorski
authors.forename: Ana V
authors.initials: AV
authors.lastname: Diez Roux
mesh_terms: D000368:Aged; D000369:Aged, 80 and over; D050197:Atherosclerosis / Q000208:ethnology*; D015992:Body Mass Index; D003430:Cross-Sectional Studies; D004777:Environment; D005006:Ethnicity / Q000706:statistics & numerical data*; D005260:Female; D005500:Follow-Up Studies; D040362:Geographic Information Systems; D006304:Health Status; D006801:Humans; D008297:Male; D008875:Middle Aged; D011156:Population Density; D012111:Residence Characteristics / Q000706:statistics & numerical data*; D012959:Socioeconomic Factors; D014186:Transportation / Q000379:methods; D016138:Walking / Q000706:statistics & numerical data*
keywords: environment design; geographic information systems; leisure activities; longitudinal/prospective studies; neighborhoods; residence characteristics; transportation; walking