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The University of Texas at Austin

Opportunities and challenges for shared micromobility planning : a case study of Austin dockless scooter-share program

Abstract

dc:description.abstract

Shared Micromobility consists of a variety of shared, non-automotive personal modes, from traditional station-based bike-sharing to cutting-edge dockless electric scooters (e-scooters). The rise of shared micromobility in the U.S. was attributed to scooter-share programs in many cities such as Austin and Los Angeles. Research gaps exist in shared micromobility travel behavior for many reasons. First, it has been well integrated with other high-tech innovations such as smartphones and mobile payment. Thus, the travel data is passively collected from location-based devices rather than travel surveys. Second, it is a privatized business in which private vendors own, operate, and manage fleets based on profit-driven business models. As a result, transportation planners have limited data access and oversight power in decision-making. The booming yet under-regulated market has led to adverse social outcomes threatening city aesthetics and transportation equity due to overcrowding vehicles on streets and irresponsible riding and parking behaviors. The dissertation uses the scooter-share program in Austin, Texas, and applies data-driven approaches in urban informatic to examine e-scooter travel behavior at a small scale as well as its transportation equity implications. Research findings show that scooter travelers choose shorter routes based on when and where they travel. In addition, stores with higher spatiotemporal correlation with scooter use tend to attract visitors who reside in lower-income neighborhoods and spend less time during their visits. Interestingly, statistical results show an insignificant difference in visitors’ home distance. The equity analysis suggests that Austin scooter-share has the potential to benefit carless populations by deploying more vehicles in their neighborhoods. However, public space obstruction by overcrowding scooters imposed more mobility difficulties on people with physical difficulties and older populations. The dissertation contributes to the field by shedding light on the opportunities and challenges in shared micromobility planning under a larger umbrella of transportation planning.

Degree

thesis:*
Name thesis:degree_name
Doctor of Philosophy
Level thesis:degree_level
Doctoral
Discipline thesis:degree_discipline
Community and Regional Planning
Grantor
The University of Texas at Austin
Year dc:date.issued
2023

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Bai, Shunhua
Advisor dc:contributor.advisor
  • Jiao, Junfeng
Committee members dc:contributor.committeemember
  • Zhang, Ming
  • Wegmann, Jake
  • Bhat, Chandra
  • Griffin, Greg
  • Waxman, Andrew

Subjects

dc:subject × 3

Rights

Language dc:language.iso
en

Identifiers

dc:identifier.*
OAI identifier oai:identifier
oai:repositories.lib.utexas.edu:2152/120533

Chain of custody

source
Harvested from
University of Texas
Base URL
repositories.lib.utexas.edu/server/oai/request
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Bai, Shunhua. Opportunities and challenges for shared micromobility planning : a case study of Austin dockless scooter-share program. Doctoral thesis, The University of Texas at Austin, 2023. https://hdl.handle.net/2152/120533