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原文传递 Modeling Bike Share Station Activity: Effects of Nearby Businesses and Jobs on Trips to and from Stations
题名: Modeling Bike Share Station Activity: Effects of Nearby Businesses and Jobs on Trips to and from Stations
其他题名: Coutts,C.(2009)."Multiple case studies of the influence of land-use type on the distribution of uses along urban river greenways."J.Urban Plann.Dev.,10.1061/(ASCE)0733-9488(2009)135:1(31),31–38.
正文语种: 英文
作者: Xize Wang
关键词: Bike share;Station activity;Business;Accessibility
摘要: The purpose of this research is to identify correlates of bike station activity for Nice Ride Minnesota, a bike share system in the Minneapolis–St. Paul Metropolitan Area in Minnesota. The number of trips to and from each of the 116 bike share stations operating in 2011 was obtained from Nice Ride Minnesota. Data for independent variables included in the proposed models come from a variety of sources, including the 2010 U.S. Census; the Metropolitan Council, a regional planning agency; and the Cities of Minneapolis and St. Paul. Log-linear and negative binomial regression models are used to evaluate the marginal effects of these factors on average daily station trips. The models have high goodness of fit, and each of 13 independent variables is significant at the 10% level or higher. The number of trips at Nice Ride stations is associated with neighborhood sociodemographics (i.e., age and race), proximity to the central business district, proximity to water, accessibility to trails, distance to other bike share stations, and measures of economic activity. Analysts can use these results to optimize bike share operations, locate new stations, and evaluate the potential of new bike share programs.
出版年: 2016
论文唯一标识: P-84Y2016V142N01003
英文栏目名称: Technical Papers
doi: 10.1061/(ASCE)UP.1943-5444.0000273
期刊名称: Journal of Urban Planning and Development
拼音刊名(出版物代码): P-84
卷: 142
期: 01
页码: 13-21
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