title: Arterial roads and area socioeconomic status are predictors of fast food restaurant density in King County, WA.
abstract: BACKGROUND
  Fast food restaurants reportedly target specific populations by locating in lower-income and in minority neighborhoods. Physical proximity to fast food restaurants has been associated with higher obesity rates.
  
  
  OBJECTIVE
  To examine possible associations, at the census tract level, between area demographics, arterial road density, and fast food restaurant density in King County, WA, USA.
  
  
  METHODS
  Data on median household incomes, property values, and race/ethnicity were obtained from King County and from US Census data. Fast food restaurant addresses were obtained from Public Health-Seattle & King County and were geocoded. Fast food density was expressed per tract unit area and per capita. Arterial road density was a measure of vehicular and pedestrian access. Multivariate logistic regression models containing both socioeconomic status and road density were used in data analyses.
  
  
  RESULTS
  Over one half (53.1%) of King County census tracts had at least one fast food restaurant. Mean network distance from dwelling units to a fast food restaurant countywide was 1.40 km, and 1.07 km for census tracts containing at least one fast food restaurant. Fast food restaurant density was significantly associated in regression models with low median household income (p < 0.001) and high arterial road density (p < 0.001) but not with percent of residents who were nonwhite.
  
  
  CONCLUSIONS
  No significant association was observed between census tract minority status and fast food density in King County. Although restaurant density was linked to low household incomes, that effect was attenuated by arterial road density. Fast food restaurants in King County are more likely to be located in lower income neighborhoods and higher traffic areas.
authors.affiliation: Department of Urban Design and Planning, University of Washington, Seattle, WA, USA. phurvitz@u.washington.edu.
authors.forename: Philip M
authors.initials: PM
authors.lastname: Hurvitz
authors.forename: Anne V
authors.initials: AV
authors.lastname: Moudon
authors.forename: Colin D
authors.initials: CD
authors.lastname: Rehm
authors.forename: Laura C
authors.initials: LC
authors.lastname: Streichert
authors.forename: Adam
authors.initials: A
authors.lastname: Drewnowski