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Title: Modeling the impact of dock-less bike-sharing system on outpatient trips
Authors: Zhou, Y
Zhao, M
Lam, WHK 
Chen, A 
Sze, NN 
Tang, S
Chen, Y
Zhang, T
Issue Date: Jun-2021
Source: Sustainable cities and society, June 2021, v. 69, 102853
Abstract: Better transportation and medical service systems contribute to urban sustainable development. Dock-less bike-sharing system (DLBS) is an innovative, sustainable, and flexible travel mode that has been a worldwide spread. This paper addresses a pioneer research aims to explore the characteristics of DLBS usage in outpatient trips and its impacts on travelers’ mode choice behavior. The data sources include the survey at Beijing Friendship Hospital and the trip data from a DLBS company. The research results show that DLBS has evidently decreased the private bike usage by over one third and become a replacement. It is also an important feeder mode for public transport service to the medical service. Among 1,348 DLBS usage in outpatient trips, more than 40 % trip transactions are connecting the hospital and public transport stations. Over 70 % travelers ride DLBS only in a single trip while having other activity purpose after leaving the hospital. Multinomial logit (MNL) model is used to investigate the factors that influence the DLBS daily usage. Education and online payment have positive effects. This study can be extended to DLBS usage in other trips with similar characteristics such as appointment-based, short-duration, and multiple activities.
Keywords: Dock-less bike-sharing (DLBS)
Multinomial logit (MNL) model
Outpatient trip
Survey data
Trip data
Publisher: Elsevier
Journal: Sustainable cities and society 
EISSN: 2210-6707
DOI: 10.1016/j.scs.2021.102853
Rights: © 2021 Elsevier Ltd. All rights reserved.
© 2021. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/.
The following publication Zhou, Y., Zhao, M., Lam, W. H. K., Chen, A., Sze, N. N., Tang, S., Chen, Y., & Zhang, T. (2021). Modeling the impact of dock-less bike-sharing system on outpatient trips. Sustainable Cities and Society, 69, 102853 is available at https://dx.doi.org/10.1016/j.scs.2021.102853.
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