title: An objective index of walkability for research and planning in the Sydney metropolitan region of New South Wales, Australia: an ecological study.
abstract: BACKGROUND
  Walkability describes the capacity of the built environment to support walking for various purposes. This paper describes the construction and validation of two objective walkability indexes for Sydney, Australia.
  
  
  METHODS
  Walkability indexes using residential density, intersection density, land use mix, with and without retail floor area ratio were calculated for 5,858 Sydney Census Collection Districts in a geographical information system. Associations between variables were evaluated using Spearman's rho (ρ). Internal consistency and factor structure of indexes were estimated with Cronbach's alpha and principal components analysis; convergent and predictive validity were measured using weighted kappa (κw) and by comparison with reported walking to work at the 2006 Australian Census using logistic regression. Spatial variation in walkability was assessed using choropleth maps and Moran's I.
  
  
  RESULTS
  A three-attribute abridged Sydney Walkability Index comprising residential density, intersection density and land use mix was constructed for all Sydney as retail floor area was only available for 5.3% of Census Collection Districts. A four-attribute full index including retail floor area ratio was calculated for 263 Census Collection Districts in the Sydney Central Business District. Abridged and full walkability index scores for these 263 areas were strongly correlated (ρ=0.93) and there was good agreement between walkability quartiles (κw=0.73). Internal consistency ranged from 0.60 to 0.71, and all index variables loaded highly on a single factor. The percentage of employed persons who walked to work increased with increasing walkability: 3.0% in low income-low walkability areas versus 7.9% in low income-high walkability areas; and 2.1% in high income-low walkability areas versus 11% in high income-high walkability areas. The adjusted odds of walking to work were 1.05 (0.96-1.15), 1.58 (1.45-1.71) and 3.02 (2.76-3.30) times higher in medium, high and very high compared to low walkability areas. Associations were similar for full and abridged indexes.
  
  
  CONCLUSIONS
  The abridged Sydney Walkability Index has predictive validity for utilitarian walking, will inform urban planning in Sydney, and will be used as an objective measure of neighbourhood walkability in a large population cohort. Abridged walkability indexes may be useful in settings where retail floor area data are unavailable.
authors.affiliation: Sydney School of Public Health, The University of Sydney, Sydney, NSW 2006, Australia. darren.mayne@sesiahs.health.nsw.gov.au.
authors.forename: Darren J
authors.initials: DJ
authors.lastname: Mayne
authors.forename: Geoffrey G
authors.initials: GG
authors.lastname: Morgan
authors.forename: Alan
authors.initials: A
authors.lastname: Willmore
authors.forename: Nectarios
authors.initials: N
authors.lastname: Rose
authors.forename: Bin
authors.initials: B
authors.lastname: Jalaludin
authors.forename: Hilary
authors.initials: H
authors.lastname: Bambrick
authors.forename: Adrian
authors.initials: A
authors.lastname: Bauman
mesh_terms: D055669:Ecological and Environmental Phenomena; D004779:Environment Design; D040362:Geographic Information Systems; D006801:Humans; D009517:New South Wales / Q000453:epidemiology; D025341:Principal Component Analysis / Q000379:methods; D014505:Urban Population; D016138:Walking / Q000502:physiology