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An equality-based model for bike-sharing stations location in bicycle-public transport multimodal mobility

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  • Caggiani, Leonardo
  • Colovic, Aleksandra
  • Ottomanelli, Michele

Abstract

Bike-sharing systems can be implemented to complete the coverage of public transport networks which could be insufficient to serve an entire urban area. Some methodologies that maximise coverage or accessibility are suggested in the literature. In this paper, we propose a bike-sharing stations location model that includes not only these issues but also equality aspects. The model aims to minimise inequalities in bicycle-public transport mobility among observed population groups trying to maintain specified levels of accessibility and coverage at the same time. We evaluated the performance of the model on a test network and carried out a sensitivity analysis according to the available budget. The results showed that maximising accessibility or coverage alone, without considering equality, may lead to an unequal distribution of accessibility among the population, producing discrimination between different groups. The outcomes of the application revealed the significance of the model in evaluating equality in the network design phase for achieving not only a satisfactory bike-sharing system and public transport multimodal accessibility of each zone but also a high equality measure among the considered population groups. Budget availability also played an essential role since a minimum budget value is needed to achieve higher levels of equality. The proposed approach could serve transport and public authorities as a decision support system in planning future investment as well as promoting multimodal mobility because it links bike-sharing stations with stops/stations of the public transport lines networks.

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  • 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.
    • Handle: RePEc:eee:transa:v:140:y:2020:i:c:p:251-265
    DOI: 10.1016/j.tra.2020.08.015
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    as
    1. Cavallaro, Federico & Bruzzone, Francesco & Nocera, Silvio, 2020. "Spatial and social equity implications for High-Speed Railway lines in Northern Italy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 327-340.
    2. Dennis van Soest & Miles R. Tight & Christopher D. F. Rogers, 2020. "Exploring the distances people walk to access public transport," Transport Reviews, Taylor & Francis Journals, vol. 40(2), pages 160-182, March.
    3. Lin, Jenn-Rong & Yang, Ta-Hui, 2011. "Strategic design of public bicycle sharing systems with service level constraints," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(2), pages 284-294, March.
    4. Caggiani, Leonardo & Camporeale, Rosalia & Marinelli, Mario & Ottomanelli, Michele, 2019. "User satisfaction based model for resource allocation in bike-sharing systems," Transport Policy, Elsevier, vol. 80(C), pages 117-126.
    5. Legros, Benjamin, 2019. "Dynamic repositioning strategy in a bike-sharing system; how to prioritize and how to rebalance a bike station," European Journal of Operational Research, Elsevier, vol. 272(2), pages 740-753.
    6. Hamidi, Zahra & Camporeale, Rosalia & Caggiani, Leonardo, 2019. "Inequalities in access to bike-and-ride opportunities: Findings for the city of Malmö," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 673-688.
    7. Xiang Zhang & S. Travis Waller, 2019. "Implications of link-based equity objectives on transportation network design problem," Transportation, Springer, vol. 46(5), pages 1559-1589, October.
    8. Yuanyuan Zhang & Yuming Zhang, 2018. "Associations between Public Transit Usage and Bikesharing Behaviors in The United States," Sustainability, MDPI, vol. 10(6), pages 1-20, June.
    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. Mousazadeh, M. & Torabi, S. Ali & Pishvaee, M.S. & Abolhassani, F., 2018. "Accessible, stable, and equitable health service network redesign: A robust mixed possibilistic-flexible approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 111(C), pages 113-129.
    11. Chen, Zhenhua & Haynes, Kingsley E., 2017. "Impact of high-speed rail on regional economic disparity in China," Journal of Transport Geography, Elsevier, vol. 65(C), pages 80-91.
    12. Caggiani, Leonardo & Camporeale, Rosalia & Ottomanelli, Michele, 2017. "Facing equity in transportation Network Design Problem: A flexible constraints based model," Transport Policy, Elsevier, vol. 55(C), pages 9-17.
    13. Çelebi, Dilay & Yörüsün, Aslı & Işık, Hanife, 2018. "Bicycle sharing system design with capacity allocations," Transportation Research Part B: Methodological, Elsevier, vol. 114(C), pages 86-98.
    14. Behbahani, Hamid & Nazari, Sobhan & Jafari Kang, Masood & Litman, Todd, 2019. "A conceptual framework to formulate transportation network design problem considering social equity criteria," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 171-183.
    15. Frade, Ines & Ribeiro, Anabela, 2015. "Bike-sharing stations: A maximal covering location approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 216-227.
    16. Shuichao Zhang & Kangkang He & Sheng Dong & Jibiao Zhou, 2016. "Modeling the Distribution Characteristics of Urban Public Bicycle Rental Duration," Discrete Dynamics in Nature and Society, Hindawi, vol. 2016, pages 1-9, February.
    17. Yanyong Guo & Jibiao Zhou & Yao Wu & Zhibin Li, 2017. "Identifying the factors affecting bike-sharing usage and degree of satisfaction in Ningbo, China," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-19, September.
    18. Mollanejad, Mostafa & Zhang, Lei, 2014. "Incorporating spatial equity into interurban road network design," Journal of Transport Geography, Elsevier, vol. 39(C), pages 156-164.
    19. Mooney, Stephen J. & Hosford, Kate & Howe, Bill & Yan, An & Winters, Meghan & Bassok, Alon & Hirsch, Jana A., 2019. "Freedom from the station: Spatial equity in access to dockless bike share," Journal of Transport Geography, Elsevier, vol. 74(C), pages 91-96.
    20. Rafael H. M. Pereira & Tim Schwanen & David Banister, 2017. "Distributive justice and equity in transportation," Transport Reviews, Taylor & Francis Journals, vol. 37(2), pages 170-191, March.
    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. Zhao, De & Ong, Ghim Ping & Wang, Wei & Hu, Xiao Jian, 2019. "Effect of built environment on shared bicycle reallocation: A case study on Nanjing, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 128(C), pages 73-88.
    23. Muren, & Li, Hao & Mukhopadhyay, Samar K. & Wu, Jian-jun & Zhou, Li & Du, Zhiping, 2020. "Balanced maximal covering location problem and its application in bike-sharing," International Journal of Production Economics, Elsevier, vol. 223(C).
    24. Camporeale, Rosalia & Caggiani, Leonardo & Ottomanelli, Michele, 2019. "Modeling horizontal and vertical equity in the public transport design problem: A case study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 184-206.
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