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Increasing the use of public bicycles: Efficiency and demand

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  • Giménez-Nadal, José Ignacio
  • Gracia-Lázaro, Carlos
  • Molina, José Alberto

Abstract

Millions of people travel every day by car in cities around the world, with daily mobility being one of the main contributors to CO2 emissions. Bicycle-sharing systems are a mobility alternative to cars that may help to reduce CO2 and GHG emissions. We analyze a public bike-sharing service (BIZI, in Zaragoza, Spain, May 2008–August 2019, 24 million uses), from the perspective of both efficiency and demand profiles, to determine whether the use of bicycles in the city can be increased. We study the evolution of the use of the BIZI service, showing that efficiency increased rapidly at first and reached an optimum value after the first two years. Using regression models, we characterize the groups that use this service the most and relate bicycle demand to factors such as weather conditions, number of bike lanes, and service extensions. Our analysis allows us to characterize the demand for BIZI as being subject, primarily, to weather conditions. This factor may reduce or boost the demand for this kind of service, which may help bike-sharing firms to decide on possible locations.

Suggested Citation

  • Giménez-Nadal, José Ignacio & Gracia-Lázaro, Carlos & Molina, José Alberto, 2022. "Increasing the use of public bicycles: Efficiency and demand," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 745-754.
  • Handle: RePEc:eee:ecanpo:v:76:y:2022:i:c:p:745-754
    DOI: 10.1016/j.eap.2022.09.015
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    References listed on IDEAS

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    1. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273, January.
    2. Leonardo Caggiani & Rosalia Camporeale & Zahra Hamidi & Chunli Zhao, 2021. "Evaluating the Efficiency of Bike-Sharing Stations with Data Envelopment Analysis," Sustainability, MDPI, vol. 13(2), pages 1-21, January.
    3. Doran, Alexandra & El-Geneidy, Ahmed & Manaugh, Kevin, 2021. "The pursuit of cycling equity: A review of Canadian transport plans," Journal of Transport Geography, Elsevier, vol. 90(C).
    4. Knowles, Richard D., 2021. "The mismatch between strategic planning and sustainable transport: The case of Greater Manchester’s Spatial Framework 2019," Journal of Transport Geography, Elsevier, vol. 92(C).
    5. Böcker, Lars & Prillwitz, Jan & Dijst, Martin, 2013. "Climate change impacts on mode choices and travelled distances: a comparison of present with 2050 weather conditions for the Randstad Holland," Journal of Transport Geography, Elsevier, vol. 28(C), pages 176-185.
    6. Hyland, Michael & Hong, Zihan & Pinto, Helen Karla Ramalho de Farias & Chen, Ying, 2018. "Hybrid cluster-regression approach to model bikeshare station usage," Transportation Research Part A: Policy and Practice, Elsevier, vol. 115(C), pages 71-89.
    7. Rietveld, Piet & Daniel, Vanessa, 2004. "Determinants of bicycle use: do municipal policies matter?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(7), pages 531-550, August.
    8. Holian, Matthew J. & Kahn, Matthew E., 2015. "Household carbon emissions from driving and center city quality of life," Ecological Economics, Elsevier, vol. 116(C), pages 362-368.
    9. Shannon, Tya & Giles-Corti, Billie & Pikora, Terri & Bulsara, Max & Shilton, Trevor & Bull, Fiona, 2006. "Active commuting in a university setting: Assessing commuting habits and potential for modal change," Transport Policy, Elsevier, vol. 13(3), pages 240-253, May.
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