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Understanding the impacts of a public transit disruption on bicycle sharing mobility patterns: A case of Tube strike in London

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  • Saberi, Meead
  • Ghamami, Mehrnaz
  • Gu, Yi
  • Shojaei, Mohammad Hossein (Sam)
  • Fishman, Elliot

Abstract

The interdependencies between bicycle sharing and public transportation systems are not yet fully understood. This paper aims to measure and characterize the impacts of a public transportation disruption on bicycle sharing mobility patterns in London using data from more than 1 million bicycle trips from July 2015. The paper provides a comparative analysis of bicycle sharing spatial mobility patterns before, during, and after a disruption in public transportation system. We also apply a complex network-theoretic approach to uncover the impact of the disruption on the connectivity of the bicycle sharing usage network. We found that the disruption in public transportation in London increased the total number of bicycle sharing trips by 85% from an average 38,886 to 72,503 trips per day. The duration of trips also increased by 88% from an average 23 to 43min. The disruption also had a considerable impact on the structure and properties of the bicycle sharing mobility network. The connectivity of the network of bicycle sharing trips increased by 88% from 0.102 to 0.187. We found that many of the observed changes are heterogeneously distributed over space suggesting that the impact of the disruption was not uniform across the network. However, the structure of communities in the bicycle sharing mobility network remained roughly invariant from day to day. The applied geo-statistical approach complemented with the complex network-driven methodology provides a better understanding of the interdependencies between the bicycle sharing and public transportation systems in London.

Suggested Citation

  • Saberi, Meead & Ghamami, Mehrnaz & Gu, Yi & Shojaei, Mohammad Hossein (Sam) & Fishman, Elliot, 2018. "Understanding the impacts of a public transit disruption on bicycle sharing mobility patterns: A case of Tube strike in London," Journal of Transport Geography, Elsevier, vol. 66(C), pages 154-166.
    • Handle: RePEc:eee:jotrge:v:66:y:2018:i:c:p:154-166
    DOI: 10.1016/j.jtrangeo.2017.11.018
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    as
    1. Corcoran, Jonathan & Li, Tiebei & Rohde, David & Charles-Edwards, Elin & Mateo-Babiano, Derlie, 2014. "Spatio-temporal patterns of a Public Bicycle Sharing Program: the effect of weather and calendar events," Journal of Transport Geography, Elsevier, vol. 41(C), pages 292-305.
    2. Angeloudis, Panagiotis & Fisk, David, 2006. "Large subway systems as complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 367(C), pages 553-558.
    3. Kyle Gebhart & Robert Noland, 2014. "The impact of weather conditions on bikeshare trips in Washington, DC," Transportation, Springer, vol. 41(6), pages 1205-1225, November.
    4. Mark Padgham, 2012. "Human Movement Is Both Diffusive and Directed," PLOS ONE, Public Library of Science, vol. 7(5), pages 1-11, May.
    5. 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.
    6. Xiaolu Zhou, 2015. "Understanding Spatiotemporal Patterns of Biking Behavior by Analyzing Massive Bike Sharing Data in Chicago," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-20, October.
    7. Roger Beecham & Jo Wood, 2014. "Exploring gendered cycling behaviours within a large-scale behavioural data-set," Transportation Planning and Technology, Taylor & Francis Journals, vol. 37(1), pages 83-97, February.
    8. 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.
    9. Parkes, Stephen D. & Marsden, Greg & Shaheen, Susan A. & Cohen, Adam P., 2013. "Understanding the diffusion of public bikesharing systems: evidence from Europe and North America," Journal of Transport Geography, Elsevier, vol. 31(C), pages 94-103.
    10. Martin, Elliot W. & Shaheen, Susan A., 2014. "Evaluating public transit modal shift dynamics in response to bikesharing: a tale of two U.S. cities," Journal of Transport Geography, Elsevier, vol. 41(C), pages 315-324.
    11. Martin, Elliot PhD & Shaheen, Susan PhD, 2014. "Evaluating Public Transit Modal Shift Dynamics In Response to Bikesharing: A Tale of Two U.S. Cities," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt6x29n876, Institute of Transportation Studies, UC Berkeley.
    12. Anastasios Noulas & Salvatore Scellato & Renaud Lambiotte & Massimiliano Pontil & Cecilia Mascolo, 2012. "A Tale of Many Cities: Universal Patterns in Human Urban Mobility," PLOS ONE, Public Library of Science, vol. 7(5), pages 1-10, May.
    13. Berdica, Katja, 2002. "An introduction to road vulnerability: what has been done, is done and should be done," Transport Policy, Elsevier, vol. 9(2), pages 117-127, April.
    14. Marta C. González & César A. Hidalgo & Albert-László Barabási, 2009. "Understanding individual human mobility patterns," Nature, Nature, vol. 458(7235), pages 238-238, March.
    15. Bertrand Berche & Christian Von Ferber & Taras Holovatch & Yurij Holovatch, 2012. "Transportation Network Stability: A Case Study Of City Transit," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 15(supp0), pages 1-19.
    16. Fishman, Elliot & Washington, Simon & Haworth, Narelle & Mazzei, Armando, 2014. "Barriers to bikesharing: an analysis from Melbourne and Brisbane," Journal of Transport Geography, Elsevier, vol. 41(C), pages 325-337.
    17. O. Woolley-Meza & C. Thiemann & D. Grady & J. Lee & H. Seebens & B. Blasius & D. Brockmann, 2011. "Complexity in human transportation networks: a comparative analysis of worldwide air transportation and global cargo-ship movements," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 84(4), pages 589-600, December.
    18. D. Brockmann & L. Hufnagel & T. Geisel, 2006. "The scaling laws of human travel," Nature, Nature, vol. 439(7075), pages 462-465, January.
    19. Martin Zaltz Austwick & Oliver O’Brien & Emanuele Strano & Matheus Viana, 2013. "The Structure of Spatial Networks and Communities in Bicycle Sharing Systems," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-17, September.
    20. Christian Thiemann & Fabian Theis & Daniel Grady & Rafael Brune & Dirk Brockmann, 2010. "The Structure of Borders in a Small World," PLOS ONE, Public Library of Science, vol. 5(11), pages 1-7, November.
    21. Parkes, Stephen & Mardsen, Greg & Shaheen, Susan PhD & Cohen, Adam, 2013. "Understanding the Diffusion of Public Bikesharing Systems: Evidence from Europe and North America," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt3qr9h2pr, Institute of Transportation Studies, UC Berkeley.
    22. Faghih-Imani, Ahmadreza & Eluru, Naveen & El-Geneidy, Ahmed M. & Rabbat, Michael & Haq, Usama, 2014. "How land-use and urban form impact bicycle flows: evidence from the bicycle-sharing system (BIXI) in Montreal," Journal of Transport Geography, Elsevier, vol. 41(C), pages 306-314.
    23. O’Brien, Oliver & Cheshire, James & Batty, Michael, 2014. "Mining bicycle sharing data for generating insights into sustainable transport systems," Journal of Transport Geography, Elsevier, vol. 34(C), pages 262-273.
    24. Elliot Fishman & Simon Washington & Narelle Haworth, 2013. "Bike Share: A Synthesis of the Literature," Transport Reviews, Taylor & Francis Journals, vol. 33(2), pages 148-165, March.
    25. Martens, Karel, 2007. "Promoting bike-and-ride: The Dutch experience," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(4), pages 326-338, May.
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