Applying GIS in Physical Activity Research: Community ‘Walkability’ and Walking Behaviors

作者: Ester Cerin , Eva Leslie , Neville Owen , Adrian Bauman

DOI: 10.1007/978-3-540-71318-0_6

关键词: Built environmentRecreationLocal communityEnvironmental exposureIndex (economics)Variance (land use)GeographyCluster samplingWalkabilityEnvironmental health

摘要: Physical activity provides many health benefits, including reduced risk of cardiovascular disease, Type II diabetes and some cancers. Environmental exposure factors (e.g., the built environment) are now receiving ever-increasing attention. Large-scale interdisciplinary studies on association between attributes local community environments residents’ physical being conducted. We will focus findings from Australia - Activity in Localities Community Environments (PLACE) study. PLACE is examining that may influence prevalence social spatial distribution walking for transport recreation. A stratified two-stage cluster sampling strategy was used to select 32 urban communities (154 census collection districts), classified as high low ‘walkable’ using a GIS-based walkability index (dwelling density, intersection net retail area land use mix) matched socio-economic status. report data sub-sample 1,216 residents who provided information perceived their dwelling access services, street connectivity) weekly minutes Moderate strong associations were found GIS indicators corresponding self-report measures. The explained same amount neighborhood-level variance did complete set No significant with Relevant indices walkability, purposes other than need be developed.

参考文章(29)
Paul R. Yarnold, Fred B. Bryant, Principal-components analysis and exploratory and confirmatory factor analysis. American Psychological Association. ,(1995)
Peter M. Bentler, Jiajuan Liang, Two-level Mean and Covariance Structures: Maximum Likelihood via an EM Algorithm Department of Statistics, UCLA. ,(2011)
Neville Owen, James F. Sallis, Edwin B. Fisher, Ecological models of health behavior. Jossey-Bass. pp. 462- 484 ,(2008)
Eva Leslie, Brian Saelens, Lawrence Frank, Neville Owen, Adrian Bauman, Neil Coffee, Graeme Hugo, Residents’ perceptions of walkability attributes in objectively different neighbourhoods: a pilot study Health & Place. ,vol. 11, pp. 227- 236 ,(2005) , 10.1016/J.HEALTHPLACE.2004.05.005
Lawrence D. Frank, James F. Sallis, Terry L. Conway, James E. Chapman, Brian E. Saelens, William Bachman, Many Pathways from Land Use to Health: Associations between Neighborhood Walkability and Active Transportation, Body Mass Index, and Air Quality Journal of The American Planning Association. ,vol. 72, pp. 75- 87 ,(2006) , 10.1080/01944360608976725
Nancy Humpel, Neville Owen, Eva Leslie, Alison L. Marshall, Adrian E. Bauman, James F. Sallis, Associations of Location and Perceived Environmental Attributes with Walking in Neighborhoods American Journal of Health Promotion. ,vol. 18, pp. 239- 242 ,(2004) , 10.4278/0890-1171-18.3.239
James F Sallis, Lawrence D Frank, Brian E Saelens, M.Katherine Kraft, Active transportation and physical activity: opportunities for collaboration on transportation and public health research Transportation Research Part A-policy and Practice. ,vol. 38, pp. 249- 268 ,(2004) , 10.1016/J.TRA.2003.11.003
Abby C King, Dan Stokols, Emily Talen, Glenn S Brassington, Richard Killingsworth, Theoretical approaches to the promotion of physical activity: Forging a transdisciplinary paradigm American Journal of Preventive Medicine. ,vol. 23, pp. 15- 25 ,(2002) , 10.1016/S0749-3797(02)00470-1