title: The neighbourhood matters: studying exposures relevant to childhood obesity and the policy implications in Leeds, UK.
abstract: BACKGROUND
  Reducing childhood obesity is a key UK government target. Obesogenic environments are one of the major explanations for the rising prevalence and thus a constructive focus for preventive strategies. Spatial analysis techniques are used to provide more information about obesity at the neighbourhood level in order to help to shape local obesity-prevention policies.
  
  
  METHODS
  Childhood obesity was defined by body mass index, using cross-sectional height and weight data for children aged 3-13 years (obesity>98th centile; British reference dataset). Relationships between childhood obesity and 12 simulated obesogenic variables were assessed using geographically weighted regression. These results were applied to three wards with different socio-economic backgrounds, tailoring local obesity-prevention policy.
  
  
  RESULTS
  The spatial distribution of childhood obesity varied, with high prevalence in deprived and affluent areas. Key local covariates strongly associated with childhood obesity differed: in the affluent ward, they were perceived neighbourhood safety and fruit and vegetable consumption; in the deprived ward, expenditure on food, purchasing school meals, multiple television ownership and internet access; in all wards, perceived access to supermarkets and leisure facilities. Accordingly, different interventions/strategies may be more appropriate/effective in different areas.
  
  
  CONCLUSIONS
  These analyses identify the covariates with the strongest local relationships with obesity and suggest how policy can be tailored to the specific needs of each micro-area: solutions need to be tailored to the locality to be most effective. This paper demonstrates the importance of small-area analysis in order to provide health planners with detailed information that may help them to prioritise interventions for maximum benefit.
authors.affiliation: Cancer Epidemiology Group, Division of Epidemiology, Worsley Building, University of Leeds, Leeds LS2 9NL, UK. k.l.edwards@leeds.ac.uk
authors.forename: K L
authors.initials: KL
authors.lastname: Edwards
authors.forename: G P
authors.initials: GP
authors.lastname: Clarke
authors.forename: J K
authors.initials: JK
authors.lastname: Ransley
authors.forename: J
authors.initials: J
authors.lastname: Cade
mesh_terms: D000293:Adolescent; D015992:Body Mass Index; D002648:Child; D002675:Child, Preschool; D004032:Diet; D005247:Feeding Behavior; D005260:Female; D007722:Health Knowledge, Attitudes, Practice; D006291:Health Policy; D006801:Humans; D008297:Male; D009765:Obesity / Q000453:epidemiology* / Q000517:prevention & control; D012111:Residence Characteristics; D006113:United Kingdom / Q000453:epidemiology