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http://dx.doi.org/10.12815/kits.2015.14.2.039

A comparison analysis of factors to affect pedestrian volumes by land-use type using Seoul Pedestrian Survey data  

Jang, Jin-Young (Hongik Univ.)
Choi, Sung-Taek (Hongik Univ.)
Lee, Hyang-Sook (Incheon National Univ.)
Kim, Su-Jae (Hongik Univ.)
Choo, Sang-Ho (Hongik Univ.)
Publication Information
The Journal of The Korea Institute of Intelligent Transport Systems / v.14, no.2, 2015 , pp. 39-53 More about this Journal
Abstract
The paper analyzes factors to affect pedestrian volumes by land-use type using 2012 Seoul Pedestrian Survey. First of all, five groups were classified based on land-use types around survey points such as residential, commercial, industrial and green uses, using k-average cluster analysis. Then, differences in average pedestrian volumes by group were compared for a day and time of day. In addition, multiple regression analysis was employed to identify factors to affect pedestrian volumes, considering physical features, land use types, public transportation accessibility, and socio-economic indices as independent variables by spatial hierarchy. Model results show that the walkway width positively influenced on pedestrian volumes for all groups, whereas other variables differently affected by group. Our results can be used as basic data for establishing polices with respect to pedestrian road design and improvement as well as estimating pedestrian demand by land-use type.
Keywords
Pedestrian characteristics; Seoul Pedestrian Survey; Land-use; Multiple linear regression model; Cluster analysis;
Citations & Related Records
Times Cited By KSCI : 6  (Citation Analysis)
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