A behavioral modeling approach to bicycle level of service

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Griswold, Julia B., Grembek, Offer, Yu, Mengqiao, Filingeri, Victoria and Walker, Joan L. 2018. A behavioral modeling approach to bicycle level of service. Elsevier. https://doi.org/10.1016/j.tra.2018.06.006
AuthorsGriswold, Julia B., Grembek, Offer, Yu, Mengqiao, Filingeri, Victoria and Walker, Joan L.
Abstract

Bicycle level of service (LOS) measures are essential tools for transportation agencies to monitor and prioritize improvements to infrastructure for cyclists. While it is apparent that different types of cyclists have varying preferences for the facilities on which they ride, in current research and practice, measures are used that are either insufficiently quantitative and empirical or lack cyclist segmentation. In this study, we conducted a detailed survey on cyclist habits, preferences, and user experience, capturing responses to videos of a bicycle traveling on road segments in the San Francisco Bay Area. The survey provided rich behavioral data, which invited both quantitative and qualitative exploration. We compared facility preferences from the survey to scores from two common measures, NCHRP bicycle level of service (NCHRP BLOS), and level of traffic stress (LTS); and we examined the responses to open-ended questions to gain insights about heterogeneity of preferences among cyclists. Finally, we applied behavioral analysis tools as a proof of concept for a new bicycle level of service measure that accounts for the segmentation of cyclist types via a latent class choice model. Combining statistics and behavioral analysis, we can improve the quality of bicycle level of service measures to make decisions driven by empirically measured cyclist preferences.

Keywordsbicycles; Performance measurement
Year2018
PublisherElsevier
ISSN0965-8564
1879-2375
Digital Object Identifier (DOI)https://doi.org/10.1016/j.tra.2018.06.006
Web address (URL)http://hdl.handle.net/10545/623512
hdl:10545/623512
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Open
Publication dates22 Jun 2018
Publication process dates
Deposited21 Feb 2019, 16:05
Accepted07 Jun 2018
JournalTransportation Research Part A: Policy and Practice
ContributorsSafe Transportation Research and Education Center, University of California, Berkeley, 2614 Dwight Way, Berkeley, CA 94720, United States, Department of Civil and Environmental Engineering, University of California, Berkeley, 116 McLaughlin Hall, Berkeley, CA 94720, United States, University of Derby Online Learning, Enterprise Centre, Bridge Street, Derby DE1 3LD, United Kingdom and Department of Civil and Environmental Engineering, University of California, Berkeley, 111 McLaughlin Hall, Berkeley, CA 94720, United States
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