Bike share and user motivation: exploring trip substitution choices among bike share users in a North American city

References

• Abasahl, F., Kelarestaghi, K. B., & Ermagun, A. (2018). Gender gap generators for bicycle mode choice in Baltimore college campuses. Travel Behaviour and Society, 11, 78–85. https://doi.org/10.1016/j.tbs.2018.01.002
   Web of Science ®Google Scholar
• Akar, G., Fischer, N., & Namgung, M. (2013). Bicycling choice and gender case study: The Ohio State University. International Journal of Sustainable Transportation, 7(5), 347–365. https://doi.org/10.1080/15568318.2012.673694
   Web of Science ®Google Scholar
• Apparicio, P., Carrier, M., Gelb, J., Séguin, A. M., & Kingham, S. (2016). Cyclists’ exposure to air pollution and road traffic noise in central city neighbourhoods of Montreal. Journal of Transport Geography, 57, 63–69. https://doi.org/10.1016/j.jtrangeo.2016.09.014
   Web of Science ®Google Scholar
• Babagoli, M. A., Kaufman, T. K., Noyes, P., & Sheffield, P. E. (2019). Exploring the health and spatial equity implications of the New York City bike share system. Journal of Transport & Health, 13, 200–209. https://doi.org/10.1016/j.jth.2019.04.003
   PubMed Web of Science ®Google Scholar
• Bachand-Marleau, J., Lee, B., & El-Geneidy, A. (2012). Better understanding of factors influencing likelihood of using shared bicycle systems and frequency of use. Transportation Research Record: Journal of the Transportation Research Board, 2314(1), 66–71. https://doi.org/10.3141/2314-09
   Web of Science ®Google Scholar
• Bai, Q., Yu, Z., Ma, S., Wang, Y., & Agbelie, B. (2022). Examining influencing factors of bicycle usage for dock-based public bicycle sharing system: A case study of Xi’an, China. Journal of Cleaner Production, 362, 132332. https://doi.org/10.1016/j.jclepro.2022.132332
   Web of Science ®Google Scholar
• Barbour, N., Zhang, Y., & Mannering, F. (2019). A statistical analysis of bike sharing usage and its potential as an auto-trip substitute. Journal of Transport & Health, 12, 253–262. https://doi.org/10.1016/j.jth.2019.02.004
   Web of Science ®Google Scholar
• Biehl, A., Ermagun, A., & Stathopoulos, A. (2018). Community mobility MAUP-ing: A socio-spatial investigation of bikeshare demand in Chicago. Journal of Transport Geography, 66, 80–90. https://doi.org/10.1016/j.jtrangeo.2017.11.008
   Web of Science ®Google Scholar
• Boulange, C., Gunn, L., Giles-Corti, B., Mavoa, S., Pettit, C., & Badland, H. (2017). Examining associations between urban design attributes and transport mode choice for walking, cycling, public transport and private motor vehicle trips. Journal of Transport & Health, 6, 155–166. https://doi.org/10.1016/j.jth.2017.07.007
   Web of Science ®Google Scholar
• Buehler, R., & Hamre, A. (2015). Business and bikeshare user perceptions of the economic benefits of capital bikeshare. Transportation Research Record: Journal of the Transportation Research Board, 2520(1), 100–111. https://doi.org/10.3141/2520-12
   Google Scholar
• Bullock, C., Brereton, F., & Bailey, S. (2017). The economic contribution of public bike-share to the sustainability and efficient functioning of cities. Sustainable Cities and Society, 28, 76–87. https://doi.org/10.1016/j.scs.2016.08.024
   Web of Science ®Google Scholar
• Bureau of Transportation Statistics. (2019). Bikeshare scooter systems. United States Department of Transportation. Data Retrieved 5 August, 2020, from https://data-usdot.opendata.arcgis.com/datasets/bikeshare-scooter-systems.
   Google Scholar
• Campbell, A. A., Cherry, C. R., Ryerson, M. S., & Yang, X. (2016). Factors influencing the choice of shared bicycles and shared electric bikes in Beijing. Transportation Research Part C: Emerging Technologies, 67, 399–414. https://doi.org/10.1016/j.trc.2016.03.004
   Web of Science ®Google Scholar
• Campbell, K. B., & Brakewood, C. (2017). Sharing riders: How bikesharing impacts bus ridership in New York City. Transportation Research Part A: Policy and Practice, 100, 264–282.
   Web of Science ®Google Scholar
• Chen, M., Sun, Y., Waygood, E. O. D., Wang, D., & Liu, D. (2022). Will they ride them back? User behavior on public bikesharing schemes: Case study of Hangzhou, China. International Journal of Sustainable Transportation, 1–11. https://doi.org/10.1080/15568318.2022.2079444
   Google Scholar
• Chicago Metropolitan Agency for Planning. (2021). Lincoln Park. Community data snapshot, Chicago community area series.
   Google Scholar
• City of Chicago. (2016). Divvy trips.
   Google Scholar
• Cohen, A. M., Witte, A., Ferranti, S., Hernandez, M., Kruse, D., et al. (2015). Rochester area bike sharing program study (Technical report).
   Google Scholar
• de Buen Kalman, R. (2021). Can’t drive today? The impact of driving restrictions on bikeshare ridership in Mexico City. Transportation Research Part D: Transport and Environment, 91, 102652. https://doi.org/10.1016/j.trd.2020.102652
   Web of Science ®Google Scholar
• Dill, J., & McNeil, N. (2021). Are shared vehicles shared by all? A review of equity and vehicle sharing. Journal of Planning Literature, 36(1), 5–30. https://doi.org/10.1177/0885412220966732
   Web of Science ®Google Scholar
• El-Geneidy, A., van Lierop, D., & Wasfi, R. (2016). Do people value bicycle sharing? A multilevel longitudinal analysis capturing the impact of bicycle sharing on residential sales in Montreal, Canada. Transport Policy, 51, 174–181. https://doi.org/10.1016/j.tranpol.2016.01.009
   Web of Science ®Google Scholar
• Farmer, S. (2011). Uneven public transportation development in neoliberalizing Chicago, USA. Environment and Planning A: Economy and Space, 43(5), 1154–1172. https://doi.org/10.1068/a43409
   Web of Science ®Google Scholar
• Fishman, E., & Schepers, P. (2016). Global bike share: What the data tells us about road safety. Journal of Safety Research, 56, 41–45.
   PubMed Web of Science ®Google Scholar
• Fishman, E., Washington, S., Haworth, N., & Watson, A. (2015). Factors influencing bike share membership: An analysis of Melbourne and Brisbane. Transportation Research Part A: Policy and Practice, 71, 17–30.
   Web of Science ®Google Scholar
• Friedman, S. M., Adamson, M., Cleiman, P., Arenovich, T., Oleksak, K., Mohabir, I. M., Ta, R., & Reiter, K. (2016). Helmet-wearing practices and barriers in Toronto bike-share users: A case-control study. CJEM, 18(1), 28–36. https://doi.org/10.1017/cem.2015.22
   PubMedGoogle Scholar
• Fu, L., & Farber, S. (2017). Bicycling frequency: A study of preferences and travel behavior in Salt Lake City, Utah. Transportation Research Part A: Policy and Practice, 101, 30–50.
   Web of Science ®Google Scholar
• Götschi, T., & Loh, T. H. (2017). Advancing project-scale health impact modeling for active transportation: A user survey and health impact calculation of 14 US trails. Journal of Transport & Health, 4, 334–347. https://doi.org/10.1016/j.jth.2017.01.005
   Web of Science ®Google Scholar
• Grabow, M. L., Spak, S. N., Holloway, T., Stone, B., Jr, Mednick, A. C., & Patz, J. A. (2012). Air quality and exercise-related health benefits from reduced car travel in the midwestern United States. Environmental Health Perspectives, 120(1), 68–76. https://doi.org/10.1289/ehp.1103440
   PubMed Web of Science ®Google Scholar
• Graehler, M., Mucci, R. A., & Erhardt, G. D. (2019). Understanding the recent transit ridership decline in major uUS cities: Service cuts or emerging modes. In Transportation Research Board 98th Annual Meeting, Washington DC. January
   Google Scholar
• Grahn, R., Qian, S., Matthews, H. S., & Hendrickson, C. (2021). Are travelers substituting between transportation network companies (TNC) and public buses? A case study in Pittsburgh. Transportation, 48, 977–1005.
   Web of Science ®Google Scholar
• Griffin, G. P., & Sener, I. N. (2016). Planning for bike share connectivity to rail transit. Journal of Public Transportation, 19(2), 1–22. https://doi.org/10.5038/2375-0901.19.2.1
   PubMed Web of Science ®Google Scholar
• Gutiérrez, M., Cantillo, V., Arellana, J., & Ortúzar, J. d D. (2021). Estimating bicycle demand in an aggressive environment. International Journal of Sustainable Transportation, 15(4), 259–272. https://doi.org/10.1080/15568318.2020.1734886
   Web of Science ®Google Scholar
• Hamilton, T. L., & Wichman, C. J. (2018). Bicycle infrastructure and traffic congestion: Evidence from DC’s Capital Bikeshare. Journal of Environmental Economics and Management, 87, 72–93. https://doi.org/10.1016/j.jeem.2017.03.007
   Web of Science ®Google Scholar
• Hauf, A., & Douma, F. (2019). Governing dockless bike share: Early lessons for Nice Ride Minnesota. Transportation Research Record: Journal of the Transportation Research Board, 2673(9), 419–429. https://doi.org/10.1177/0361198119845651
   Web of Science ®Google Scholar
• Horton, D. (2006). Environmentalism and the bicycle. Environmental Politics, 15(1), 41–58. https://doi.org/10.1080/09644010500418712
   Web of Science ®Google Scholar
• Howland, S., McNeil, N., Broach, J., Rankins, K., MacArthur, J., & Dill, J. (2017). Current efforts to make bikeshare more equitable: Survey of system owners and operators. Transportation Research Record: Journal of the Transportation Research Board, 2662(1), 160–167. https://doi.org/10.3141/2662-18
   Google Scholar
• Jennings, G. (2021). Cycling for change? Exploring the role of carbon consciousness among Cape Town’s intentional cyclists. In Zuev, D., Psarikidou, K., and Popan, C. (Eds.), Cycling societies: Innovations, inequalities and governance. Routledge.
   Google Scholar
• Ji, Y., Fan, Y., Ermagun, A., Cao, X., Wang, W., & Das, K. (2017). Public bicycle as a feeder mode to rail transit in China: The role of gender, age, income, trip purpose, and bicycle theft experience. International Journal of Sustainable Transportation, 11(4), 308–317. https://doi.org/10.1080/15568318.2016.1253802
   Web of Science ®Google Scholar
• Jobe, J., & Griffin, G. P. (2021). Bike share responses to COVID-19. Transportation Research Interdisciplinary Perspectives, 10, 100353. https://doi.org/10.1016/j.trip.2021.100353
   PubMedGoogle Scholar
• Kaviti, S., Venigalla, M. M., & Lucas, K. (2019). Travel behavior and price preferences of bikesharing members and casual users: A Capital Bikeshare perspective. Travel Behaviour and Society, 15, 133–145. https://doi.org/10.1016/j.tbs.2019.02.004
   Web of Science ®Google Scholar
• Kong, H., Jin, S. T., & Sui, D. Z. (2020). Deciphering the relationship between bikesharing and public transit: Modal substitution, integration, and complementation. Transportation Research Part D: Transport and Environment, 85, 102392. https://doi.org/10.1016/j.trd.2020.102392
   Web of Science ®Google Scholar
• Lavieri, P. S., Garikapati, V. M., Bhat, C. R., & Pendyala, R. M. (2017). Investigation of heterogeneity in vehicle ownership and usage for the millennial generation. Transportation Research Record: Journal of the Transportation Research Board, 2664(1), 91–99. https://doi.org/10.3141/2664-10
   Google Scholar
• Lin, J.-J., Wang, N.-L., & Feng, C.-M. (2017). Public bike system pricing and usage in Taipei. International Journal of Sustainable Transportation, 11(9), 633–641. https://doi.org/10.1080/15568318.2017.1301601
   Web of Science ®Google Scholar
• Lu, M., Hsu, S.-C., Chen, P.-C., & Lee, W.-Y. (2018). Improving the sustainability of integrated transportation system with bike-sharing: A spatial agent-based approach. Sustainable Cities and Society, 41, 44–51. https://doi.org/10.1016/j.scs.2018.05.023
   Web of Science ®Google Scholar
• Ma, T., Liu, C., & Erdoğan, S. (2015). Bicycle sharing and public transit: Does Capital Bikeshare affect Metrorail ridership in Washington, DC? Transportation Research Record: Journal of the Transportation Research Board, 2534(1), 1–9. https://doi.org/10.3141/2534-01
   Web of Science ®Google Scholar
• Ma, X., Yuan, Y., Van Oort, N., & Hoogendoorn, S. (2020). Bike-sharing systems’ impact on modal shift: A case study in Delft, the Netherlands. Journal of Cleaner Production, 259, 120846. https://doi.org/10.1016/j.jclepro.2020.120846
   Web of Science ®Google Scholar
• Macias, T., & Williams, K., et al. (2013). The social drivers of conservation: Social capital, environmental concern and transportation (Technical report).
   Google Scholar
• Majumdar, B. B., & Mitra, S. (2018). Analysis of bicycle route-related improvement strategies for two Indian cities using a stated preference survey. Transport Policy, 63, 176–188. https://doi.org/10.1016/j.tranpol.2017.12.016
   Web of Science ®Google Scholar
• Malalgoda, N., & Lim, S. H. (2019). Do transportation network companies reduce public transit use in the US? Transportation Research Part A: Policy and Practice, 130, 351–372. https://doi.org/10.1016/j.tra.2019.09.051
   Web of Science ®Google Scholar
• Martin, E. W., & Shaheen, S. A. (2014). Evaluating public transit modal shift dynamics in response to bikesharing: A tale of two US cities. Journal of Transport Geography, 41, 315–324. https://doi.org/10.1016/j.jtrangeo.2014.06.026
   Web of Science ®Google Scholar
• Martin, R., & Xu, Y. (2022). Is tech-enhanced bikeshare a substitute or complement for public transit? Transportation Research Part A: Policy and Practice, 155, 63–78. https://doi.org/10.1016/j.tra.2021.11.007
   Web of Science ®Google Scholar
• Meddin, R. (2018). The bike-sharing world map. Accessed 20 December, 2018.
   Google Scholar
• Millward, H., Spinney, J., & Scott, D. (2013). Active-transport walking behavior: Destinations, durations, distances. Journal of Transport Geography, 28, 101–110. https://doi.org/10.1016/j.jtrangeo.2012.11.012
   Web of Science ®Google Scholar
• Mitra, R., Ziemba, R. A., & Hess, P. M. (2017). Mode substitution effect of urban cycle tracks: Case study of a downtown street in Toronto, Canada. International Journal of Sustainable Transportation, 11(4), 248–256. https://doi.org/10.1080/15568318.2016.1249443
   Web of Science ®Google Scholar
• Mohanty, S., Bansal, S., & Bairwa, K. (2017). Effect of integration of bicyclists and pedestrians with transit in New Delhi. Transport Policy, 57, 31–40. https://doi.org/10.1016/j.tranpol.2017.03.019
   Web of Science ®Google Scholar
• Monazzam, M. R., Karimi, E., Shahbazi, H., & Shahidzadeh, H. (2021). Effect of cycling development as a non-motorized transport on reducing air and noise pollution-case study: Central districts of Tehran. Urban Climate, 38, 100887. https://doi.org/10.1016/j.uclim.2021.100887
   Web of Science ®Google Scholar
• New York City (2009). Bike share opportunities in New York City. New York Department of City Planning.
   Google Scholar
• Pucher, J., Buehler, R., & Seinen, M. (2011). Bicycling renaissance in North America? An update and re-appraisal of cycling trends and policies. Transportation Research Part A: Policy and Practice, 45(6), 451–475. https://doi.org/10.1016/j.tra.2011.03.001
   Web of Science ®Google Scholar
• Reilly, K. H., Noyes, P., & Crossa, A. (2020). From non-cyclists to frequent cyclists: Factors associated with frequent bike share use in New York City. Journal of Transport & Health, 16, 100790. https://doi.org/10.1016/j.jth.2019.100790
   Web of Science ®Google Scholar
• Richardson, A. J. (1999). A survey method for cycle networks–A Swiss example (Technical report). Institute of Transport Studies, University of Sydney.
   Google Scholar
• Rodriguez, D. B., & Shoked, N. (2014). Comparative local government law in motion: How different local government law regimes affects global cities’ bike share plans. Fordham Urban Law Journal, 42, 123.
   Google Scholar
• Rojas-Rueda, D., de Nazelle, A., Tainio, M., & Nieuwenhuijsen, M. J. (2011). The health risks and benefits of cycling in urban environments compared with car use: Health impact assessment study. BMJ, 343(aug04 2), d4521–d4521. https://doi.org/10.1136/bmj.d4521
   PubMedGoogle Scholar
• Ruan, M., & Lin, J. (2009). An investigation of bus headway regularity and service performance in Chicago bus transit system. In Transport Chicago 2009 Annual Conference (Vol. 31).
   Google Scholar
• Saberi, M., Ghamami, M., Gu, Y., Shojaei, M. H. S., & Fishman, E. (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, 66, 154–166. https://doi.org/10.1016/j.jtrangeo.2017.11.018
   Web of Science ®Google Scholar
• Salon, D., Conway, M. W., Capasso da Silva, D., Chauhan, R. S., Derrible, S., Mohammadian, A. K., Khoeini, S., Parker, N., Mirtich, L., Shamshiripour, A., Rahimi, E., & Pendyala, R. M. (2021). The potential stickiness of pandemic-induced behavior changes in the United States. Proceedings of the National Academy of Sciences, 118(27), e2106499118 https://doi.org/10.1073/pnas.2106499118
   Web of Science ®Google Scholar
• Santos, G., Maoh, H., Potoglou, D., & von Brunn, T. (2013). Factors influencing modal split of commuting journeys in medium-size European cities. Journal of Transport Geography, 30, 127–137. https://doi.org/10.1016/j.jtrangeo.2013.04.005
   Web of Science ®Google Scholar
• Schwieterman, J., & Smith, C. S. (2018). Sharing the ride: A paired-trip analysis of UberPool and Chicago Transit Authority services in Chicago, Illinois. Research in Transportation Economics, 71, 9–16. https://doi.org/10.1016/j.retrec.2018.10.003
   Web of Science ®Google Scholar
• Shaheen, S. A., Cohen, A. P., & Martin, E. W. (2013). Public bikesharing in North America: Early operator understanding and emerging trends. Transportation Research Record: Journal of the Transportation Research Board, 2387(1), 83–92. https://doi.org/10.3141/2387-10
   Google Scholar
• Shaheen, S. A., Zhang, H., Martin, E., & Guzman, S. (2011). China’s Hangzhou public bicycle: Understanding early adoption and behavioral response to bikesharing. Transportation Research Record: Journal of the Transportation Research Board, 2247(1), 33–41. https://doi.org/10.3141/2247-05
   Web of Science ®Google Scholar
• Shared-Use Mobility Center. (2017). Twin Cities shared mobility action plan (Technical report).
   Google Scholar
• Spray, J., Witten, K., Wiles, J., Anderson, A., Paul, D., Wade, J., & Ameratunga, S. (2020). Inequitable mobilities: Intersections of diversity with urban infrastructure influence mobility, health and wellbeing. Cities & Health, Pages, 1–15. https://doi.org/10.1080/23748834.2020.1827881
   Google Scholar
• Steinbach, R., Green, J., Datta, J., & Edwards, P. (2011). Cycling and the city: A case study of how gendered, ethnic and class identities can shape healthy transport choices. Social Science & Medicine (1982), 72(7), 1123–1130. https://doi.org/10.1016/j.socscimed.2011.01.033
   PubMed Web of Science ®Google Scholar
• Sukaryavichute, E., & Prytherch, D. L. (2018). Transit planning, access, and justice: Evolving visions of bus rapid transit and the Chicago street. Journal of Transport Geography, 69, 58–72. https://doi.org/10.1016/j.jtrangeo.2018.04.001
   Web of Science ®Google Scholar
• Sun, Z., Wang, Y., Zhou, H., Jiao, J., & Overstreet, R. E. (2021). Travel behaviours, user characteristics, and social-economic impacts of shared transportation: A comprehensive review. International Journal of Logistics Research and Applications, 24(1), 51–78. https://doi.org/10.1080/13675567.2019.1663162
   Web of Science ®Google Scholar
• Villamor, E., Hammer, S., & Martinez-Olaizola, A. (2008). Barriers to bicycle helmet use among Dutch paediatricians. Child: Care, Health and Development, 34(6), 743–747. https://doi.org/10.1111/j.1365-2214.2008.00882.x
   PubMed Web of Science ®Google Scholar
• Wang, H., & Noland, R. B. (2021). Bikeshare and subway ridership changes during the COVID-19 pandemic in New York City. Transport Policy, 106, 262–270.
   PubMed Web of Science ®Google Scholar
• Wang, M., & Zhou, X. (2017). Bike-sharing systems and congestion: Evidence from US cities. Journal of Transport Geography, 65, 147–154. https://doi.org/10.1016/j.jtrangeo.2017.10.022
   Web of Science ®Google Scholar
• Wang, X., Shao, C., Yin, C., & Guan, L. (2020). Built environment, life events and commuting mode shift: Focus on gender differences. Transportation Research Part D: Transport and Environment, 88, 102598. https://doi.org/10.1016/j.trd.2020.102598
   Web of Science ®Google Scholar
• Wang, Y., Douglas, M., & Hazen, B. (2021). Diffusion of public bicycle systems: Investigating influences of users’ perceived risk and switching intention. Transportation Research Part A: Policy and Practice, 143, 1–13.
   Web of Science ®Google Scholar
• Welch, T. F., Gehrke, S. R., & Widita, A. (2020). Shared-use mobility competition: A trip-level analysis of taxi, bikeshare, and transit mode choice in Washington, DC. Transportmetrica A: Transport Science, 16(1), 43–55. https://doi.org/10.1080/23249935.2018.1523250
   Web of Science ®Google Scholar
• Woodcock, J., Tainio, M., Cheshire, J., O'Brien, O., & Goodman, A. (2014). Health effects of the London bicycle sharing system: Health impact modelling study. BMJ (Clinical Research ed.), 348, g425. https://doi.org/10.1136/bmj.g425
   PubMed Web of Science ®Google Scholar
• Yang, H., Huo, J., Bao, Y., Li, X., Yang, L., & Cherry, C. R. (2021). Impact of e-scooter sharing on bike sharing in Chicago. Transportation Research Part A: Policy and Practice, 154, 23–36.
   Web of Science ®Google Scholar
• Zhang, J., Meng, M., Koh, P. P., & Wong, Y. D. (2021). Life duration of bike sharing systems. Case Studies on Transport Policy, 9(2), 674–680. https://doi.org/10.1016/j.cstp.2021.03.005
   Web of Science ®Google Scholar
• Zhang, Y., & Mi, Z. (2018). Environmental benefits of bike sharing: A big data-based analysis. Applied Energy, 220, 296–301. https://doi.org/10.1016/j.apenergy.2018.03.101
   Web of Science ®Google Scholar
• Zhu, W., Pang, Y., Wang, D., & Timmermans, H. (2013). Travel behavior change after the introduction of public bicycle systems: Case study in Minhang District, Shanghai (Technical report).
   Google Scholar