Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/101091
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Title: Effect of environmental awareness on electric bicycle users’ mode choices
Authors: Bai, L 
Sze, NN 
Liu, P
Haggart, AG
Issue Date: May-2020
Source: Transportation research. Part D, Transport and environment, May 2020, v. 82, 102320
Abstract: Travellers’ environmental awareness can affect their mode choices. The primary objective of this study is to identify the effect of electric bicycle (e-bike) users’ environmental awareness on their mode choice when the use of e-bikes is prohibited in urban areas in China. The data were collected via a questionnaire survey administered at ten locations in Nanjing, China. Using mixed multinomial logit (MMNL) models, we examined the relationship between the e-bike users’ mode choice and their environmental awareness, combined with socioeconomic and demographic characteristics and trip attributes. The results show that the level of environmental awareness, gender, age, education, income, the ownership of car and conventional bike, and trip distance affect e-bike users’ choices significantly. Those with a high level of environmental awareness are more likely to choose zero-emission transport modes. A stratified analysis reveals that the effect of environmental awareness is associated with their original transport mode choice prior to their use of the e-bike. With a high level of environmental awareness, original car users tend to opt for moderate- or zero-emission modes; original bus and metro users incline to choose a zero-emission mode or their original mode; and few original cyclists and walkers favour moderate- or high-emission modes. The results of the current study provide transport authorities with insights to establish sustainable urban transportation management policies and strategies to increase the share of zero- and low-emission transport modes.
Keywords: Electric bicycle
Environmental awareness
Mode choice
Transport mode
Zero-emission
Publisher: Pergamon Press
Journal: Transportation research. Part D, Transport and environment 
ISSN: 1361-9209
DOI: 10.1016/j.trd.2020.102320
Rights: © 2020 Elsevier Ltd. All rights reserved.
© 2020. This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/
The following publication Bai, L., Sze, N. N., Liu, P., & Haggart, A. G. (2020). Effect of environmental awareness on electric bicycle users’ mode choices. Transportation research part D: transport and environment, 82, 102320 is available at https://doi.org/10.1016/j.trd.2020.102320.
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