title: A spatial analysis of the association between restaurant density and body mass index in Canadian adults.
abstract: OBJECTIVE
  To investigate the association between fast-food restaurant density and adult body mass index (BMI) in Canada.
  
  
  METHODS
  Individual-level BMI and confounding variables were obtained from the 2007-2008 Canadian Community Health Survey master file. Locations of the fast-food and full-service chain restaurants and other non-chain restaurants were obtained from the 2008 Infogroup Canada business database. Food outlet density (fast-food, full-service and other) per 10,000 population was calculated for each Forward Sortation Area (FSA). Global (Moran's I) and local indicators of spatial autocorrelation of BMI were assessed. Ordinary least squares (OLS) and spatial auto-regressive error (SARE) methods were used to assess the association between local food environment and adult BMI in Canada.
  
  
  RESULTS
  Global and local spatial autocorrelation of BMI were found in our univariate analysis. We found that OLS and SARE estimates were very similar in our multivariate models. An additional fast-food restaurant per 10,000 people at the FSA-level is associated with a 0.022kg/m(2) increase in BMI. On the other hand, other restaurant density is negatively related to BMI.
  
  
  CONCLUSIONS
  Fast-food restaurant density is positively associated with BMI in Canada. Results suggest that restricting availability of fast-food in local neighborhoods may play a role in obesity prevention.
authors.affiliation: Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, University of Western Ontario, Canada. Electronic address: simon_hollands@hotmail.com.
authors.forename: Simon
authors.initials: S
authors.lastname: Hollands
authors.forename: M Karen
authors.initials: MK
authors.lastname: Campbell
authors.forename: Jason
authors.initials: J
authors.lastname: Gilliland
authors.forename: Sisira
authors.initials: S
authors.lastname: Sarma
mesh_terms: D000328:Adult; D015992:Body Mass Index; D002170:Canada / Q000453:epidemiology; D057140:Fast Foods / Q000706:statistics & numerical data / Q000600:supply & distribution; D005260:Female; D006801:Humans; D008297:Male; D012147:Restaurants / Q000706:statistics & numerical data*; D012737:Sex Factors; D012959:Socioeconomic Factors; D062206:Spatial Analysis
keywords: Body mass index; Canada; Fast-food; Local food environment; Obesity; Spatial analysis; Spatial econometrics