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Taking a multimodal approach to equitable bike share station siting

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  • Fan, Zhufeng
  • Harper, Corey D.

Abstract

Lack of reliable and efficient transportation is often cited as a pivotal barrier to healthcare and employment access. Many people without regular access to automobiles depend on public transit as their main mode of transportation. Shared bikes represent a significant opportunity to improve transit accessibility but have issues with low-density and inequitable distribution of services, typically in low-income areas. This study develops a method to estimate transit service supply within a region with micromobility using bus schedule and bike station location data. A bi-objective optimization model is developed and applied to Pittsburgh, USA as a case study, to illuminate how stakeholder preferences towards equity (i.e., improving mobility access for disadvantaged communities) impacts the design of docked bike share systems. Results indicate that bike share systems can significantly improve public transit supply within a region, particularly in neighborhoods that have bike stations deployed. High preference for equity enables disadvantaged communities to have greater access to transit routes, and a neutral preference for equity can help bridge transit supply disparities among population groups. Network connectivity constraints of bike share system necessitates a large number of stations to achieve comprehensive coverage of an urban area.

Suggested Citation

  • Fan, Zhufeng & Harper, Corey D., 2024. "Taking a multimodal approach to equitable bike share station siting," Journal of Transport Geography, Elsevier, vol. 115(C).
  • Handle: RePEc:eee:jotrge:v:115:y:2024:i:c:s0966692324000231
    DOI: 10.1016/j.jtrangeo.2024.103814
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    References listed on IDEAS

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    1. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    2. Qian, Xiaodong & Jaller, Miguel, 2020. "Bikesharing, equity, and disadvantaged communities: A case study in Chicago," Transportation Research Part A: Policy and Practice, Elsevier, vol. 140(C), pages 354-371.
    3. Martin, Rebecca & Xu, Yilan, 2022. "Is tech-enhanced bikeshare a substitute or complement for public transit?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 63-78.
    4. Caggiani, Leonardo & Colovic, Aleksandra & Ottomanelli, Michele, 2020. "An equality-based model for bike-sharing stations location in bicycle-public transport multimodal mobility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 140(C), pages 251-265.
    5. Börjesson, Maria & Eliasson, Jonas, 2012. "The value of time and external benefits in bicycle appraisal," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(4), pages 673-683.
    6. Li, Xin & Luo, Yue & Wang, Tianqi & Jia, Peng & Kuang, Haibo, 2020. "An integrated approach for optimizing bi-modal transit networks fed by shared bikes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    7. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    8. Lu Cheng & Zhifu Mi & D’Maris Coffman & Jing Meng & Dining Liu & Dongfeng Chang, 2022. "The Role of Bike Sharing in Promoting Transport Resilience," Networks and Spatial Economics, Springer, vol. 22(3), pages 567-585, September.
    9. Boeing, Geoff, 2017. "OSMnx: New Methods for Acquiring, Constructing, Analyzing, and Visualizing Complex Street Networks," SocArXiv q86sd, Center for Open Science.
    10. Qian, Xiaodong & Niemeier, Deb, 2019. "High impact prioritization of bikeshare program investment to improve disadvantaged communities' access to jobs and essential services," Journal of Transport Geography, Elsevier, vol. 76(C), pages 52-70.
    11. Yang, Hai & Zhang, Xiaoning & Meng, Qiang, 2007. "Stackelberg games and multiple equilibrium behaviors on networks," Transportation Research Part B: Methodological, Elsevier, vol. 41(8), pages 841-861, October.
    12. Boarnet, Marlon G. & Giuliano, Genevieve & Hou, Yuting & Shin, Eun Jin, 2017. "First/last mile transit access as an equity planning issue," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 296-310.
    13. Chen, Qingxin & Fu, Chenyi & Zhu, Ning & Ma, Shoufeng & He, Qiao-Chu, 2023. "A target-based optimization model for bike-sharing systems: From the perspective of service efficiency and equity," Transportation Research Part B: Methodological, Elsevier, vol. 167(C), pages 235-260.
    14. Xing, Yingying & Wang, Ke & Lu, Jian John, 2020. "Exploring travel patterns and trip purposes of dockless bike-sharing by analyzing massive bike-sharing data in Shanghai, China," Journal of Transport Geography, Elsevier, vol. 87(C).
    15. Conrow, Lindsey & Murray, Alan T. & Fischer, Heather A., 2018. "An optimization approach for equitable bicycle share station siting," Journal of Transport Geography, Elsevier, vol. 69(C), pages 163-170.
    16. Qian, Xiaodong & Jaller, Miguel & Circella, Giovanni, 2022. "Equitable distribution of bikeshare stations: An optimization approach," Journal of Transport Geography, Elsevier, vol. 98(C).
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