期刊
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT
卷 13, 期 7, 页码 462-470出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.trd.2008.08.001
关键词
Physical activity; Walking; Biking; Spatial distribution
资金
- National Oceanic and Atmospheric Administration (NOAA) [NA030AR4310164]
This study analyzes the spatial distribution of healthy modes of transportation (cycling and walking commuting) at the county scale. Geographic information systems, negative binomial, and zero-inflated negative binomial regression techniques are used to test four types of geographic covariates: built, natural, socioeconomic, and civic environments. Descriptive, GIS, and regression results indicate that the expected count of cycling and walking commuters in a county increases significantly with unit changes in population density, natural amenities, education and wealth, and estimates of local civic concern. Expected counts decrease significantly by unit changes in pollution and the average distance traveled to work by a typical commuter. (c) 2008 Elsevier Ltd. All rights reserved.
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