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Investigating the impacts of bike lanes on bike share ridership: A holistic approach and demonstration

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  • Van Veghel, Daniel
  • Scott, Darren M.

Abstract

Globally, planners and policymakers have recognized cycling to be a sustainable and important component of urban transportation systems. Consequently, cities are increasingly investing in infrastructure as a means of generating cycling traffic in lieu of motorized traffic. Separated cycling infrastructure has been found to improve perceived safety amongst cyclists, and while many studies have aimed to demonstrate the impacts of an infrastructure intervention on cycling ridership, examining the growth in ridership or route pattern changes, this study provides a holistic analysis of the potential impacts of one infrastructure intervention. Using Hamilton Bike Share (HBS) GPS trajectories from January 2019 to August 2022, (n = 578,211) in Hamilton, Ontario, and Dalumpines and Scott's (2011) GIS-based map-matching algorithm, this work consolidates three methods of analysis to determine spatial and ridership impacts of the City's Victoria Avenue cycle track intervention, which was completed in December 2021. Distributions of trip origins were mapped and network distances to the cycle track were modelled as distance-decay functions (pre- and post-intervention), with decreased distance-decay being found post-intervention. Secondly, the study presents a novel classification process to assess and enumerate trips post-intervention, and nearly 47% of all trips which used the cycle track post-construction were classified as ‘induced’ trips. Finally, the usage by HBS riders of streets parallel and perpendicular to the intervention pre- and post-intervention were tabulated and mapped, and a distinct ‘funneling’ pattern of trips post-intervention emerged. The cycle track saw increases in overall usage by HBS riders, while neighboring parallel streets saw decreased usage – indicating trip diversion to use the new infrastructure. Through these three analyses, this study not only presents a well-rounded examination of the potential impacts of the Victoria Avenue cycle track on Hamilton Bike Share ridership, it also provides a methodological framework for future, holistic studies of interventions' impacts on cycling ridership.

Suggested Citation

  • Van Veghel, Daniel & Scott, Darren M., 2024. "Investigating the impacts of bike lanes on bike share ridership: A holistic approach and demonstration," Journal of Transport Geography, Elsevier, vol. 115(C).
    • Handle: RePEc:eee:jotrge:v:115:y:2024:i:c:s0966692324000279
    DOI: 10.1016/j.jtrangeo.2024.103818
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    1. Jinhyun Hong & David Philip McArthur & Mark Livingston, 2020. "The evaluation of large cycling infrastructure investments in Glasgow using crowdsourced cycle data," Transportation, Springer, vol. 47(6), pages 2859-2872, December.
    2. Halás, Marián & Klapka, Pavel & Kladivo, Petr, 2014. "Distance-decay functions for daily travel-to-work flows," Journal of Transport Geography, Elsevier, vol. 35(C), pages 107-119.
    3. J. Hunt & J. Abraham, 2007. "Influences on bicycle use," Transportation, Springer, vol. 34(4), pages 453-470, July.
    4. Shaheen, Susan & Guzman, Stacey & Zhang, Hua, 2010. "Bikesharing in Europe, the Americas, and Asia: Past, Present, and Future," Institute of Transportation Studies, Working Paper Series qt79v822k5, Institute of Transportation Studies, UC Davis.
    5. Braun, Lindsay M. & Rodriguez, Daniel A. & Cole-Hunter, Tom & Ambros, Albert & Donaire-Gonzalez, David & Jerrett, Michael & Mendez, Michelle A. & Nieuwenhuijsen, Mark J. & de Nazelle, Audrey, 2016. "Short-term planning and policy interventions to promote cycling in urban centers: Findings from a commute mode choice analysis in Barcelona, Spain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 89(C), pages 164-183.
    6. Assunçao-Denis, Marie-Ève & Tomalty, Ray, 2019. "Increasing cycling for transportation in Canadian communities: Understanding what works," Transportation Research Part A: Policy and Practice, Elsevier, vol. 123(C), pages 288-304.
    7. Shaheen, Susan A & Guzman, Stacey & Zhang, Hua, 2010. "Bikesharing in Europe, the Americas, and Asia: Past, Present and Future," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt6qg8q6ft, Institute of Transportation Studies, UC Berkeley.
    8. Damant-Sirois, Gabriel & El-Geneidy, Ahmed M., 2015. "Who cycles more? Determining cycling frequency through a segmentation approach in Montreal, Canada," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 113-125.
    9. Shaheen, Susan PhD & Martin, Elliot PhD & Cohen, Adam, 2013. "Public Bikesharing and Modal Shift Behavior: A Comparative Study of Early Bikesharing Systems in North America," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt7010k9p3, Institute of Transportation Studies, UC Berkeley.
    10. Noland, Robert B., 2001. "Relationships between highway capacity and induced vehicle travel," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(1), pages 47-72, January.
    11. Lu, Wei & Scott, Darren M. & Dalumpines, Ron, 2018. "Understanding bike share cyclist route choice using GPS data: Comparing dominant routes and shortest paths," Journal of Transport Geography, Elsevier, vol. 71(C), pages 172-181.
    12. Faghih-Imani, Ahmadreza & Eluru, Naveen, 2016. "Incorporating the impact of spatio-temporal interactions on bicycle sharing system demand: A case study of New York CitiBike system," Journal of Transport Geography, Elsevier, vol. 54(C), pages 218-227.
    13. Broach, Joseph & Dill, Jennifer & Gliebe, John, 2012. "Where do cyclists ride? A route choice model developed with revealed preference GPS data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(10), pages 1730-1740.
    14. Elliot Fishman, 2016. "Bikeshare: A Review of Recent Literature," Transport Reviews, Taylor & Francis Journals, vol. 36(1), pages 92-113, January.
    15. Wilson, Adam & Mitra, Raktim, 2020. "Implementing cycling infrastructure in a politicized space: Lessons from Toronto, Canada," Journal of Transport Geography, Elsevier, vol. 86(C).
    16. Scott, Darren M. & Lu, Wei & Brown, Matthew J., 2021. "Route choice of bike share users: Leveraging GPS data to derive choice sets," Journal of Transport Geography, Elsevier, vol. 90(C).
    17. John Pucher & Ralph Buehler, 2017. "Cycling towards a more sustainable transport future," Transport Reviews, Taylor & Francis Journals, vol. 37(6), pages 689-694, November.
    18. Ralph Buehler & Jennifer Dill, 2016. "Bikeway Networks: A Review of Effects on Cycling," Transport Reviews, Taylor & Francis Journals, vol. 36(1), pages 9-27, January.
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