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How does bike-sharing prompt the modal shift from cars to public transit?

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  • Yao, Di
  • Zhang, Chunqin
  • Li, Jinpei

Abstract

Transforming individual motorized travel into public transit travel is one of the effective ways to alleviate traffic congestion and reduce carbon emissions. Studies and practices have shown that bike-sharing can reduce private car travel by connecting with public transit, but the potential mechanism remains unclear. This study employs evolutionary game theory, simulation technology, and empirical models to theoretically depict the dynamic evolution of private car owners' travel mode under the combined effect of bike-sharing and public transit, and empirically explores the influencing mechanism of their travel modal shift behavior (from private cars to public transit integrated with bike-sharing) via a case study of Beijing, using data from official reports, mapping platform reports, and questionnaires. Results show that private car owners' shift willingness and internal values are fundamental to their modal shift behavior, while bike-sharing usefulness is a trigger. Bike-sharing exerts positive effects when the time cost it saves exceeds the sum of monetary and search costs. Additionally, the connection distance between bike-sharing and public transit has a significant threshold effect, with the most pronounced advantages when exceeding 1.5 km. Bike-sharing complements rail transit more strongly than buses. However, cooperation incentives for bike-sharing and public transit, and private car control policies are not always effective; weak incentives and controls may face a “failure dilemma”. This study provides theoretical explanations and empirical evidence for bike-sharing's role in promoting shifts from private cars to public transit and offers policy implications for integrating public transit and bike-sharing to alleviate urban traffic congestion.

Suggested Citation

  • Yao, Di & Zhang, Chunqin & Li, Jinpei, 2025. "How does bike-sharing prompt the modal shift from cars to public transit?," Transport Policy, Elsevier, vol. 174(C).
  • Handle: RePEc:eee:trapol:v:174:y:2025:i:c:s0967070x25004056
    DOI: 10.1016/j.tranpol.2025.103862
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    as
    1. Chunqin Zhang & Zhangbiao Yu & Yi Huang & Mengmeng Wang & Skitmore Martin & Guangnian Xiao & Xi Lu, 2024. "Investigating the influence mechanism of goal‐framing theory on urban residents' green travel behavior," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 5144-5160, October.
    2. Chakrabarti, Sandip, 2017. "How can public transit get people out of their cars? An analysis of transit mode choice for commute trips in Los Angeles," Transport Policy, Elsevier, vol. 54(C), pages 80-89.
    3. Macea, Luis F. & Márquez, Luis & Soto, Jose J., 2023. "How do the affective and symbolic factors of private car driving influence car users’ travel behavior in a car restriction policy scenario?," Transport Policy, Elsevier, vol. 140(C), pages 100-113.
    4. Shi, Xiaoyang & Li, Zhengquan & Xia, Enjun, 2021. "The impact of ride-hailing and shared bikes on public transit: Moderating effect of the legitimacy," Research in Transportation Economics, Elsevier, vol. 85(C).
    5. Qian, Xiaodong & Xiao, Runhua (Ivan) & Joby, Raina & Jaller, Miguel, 2024. "Optimizing bikeshare service to connect affordable housing units with transit service," Journal of Transport Geography, Elsevier, vol. 117(C).
    6. 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.
    7. João Filipe Teixeira & Cecília Silva & Frederico Moura e Sá, 2021. "Empirical evidence on the impacts of bikesharing: a literature review," Transport Reviews, Taylor & Francis Journals, vol. 41(3), pages 329-351, May.
    8. Qiu, Waishan & Chang, Hector, 2021. "The interplay between dockless bikeshare and bus for small-size cities in the US: A case study of Ithaca," Journal of Transport Geography, Elsevier, vol. 96(C).
    9. Yen, Barbara T.H. & Mulley, Corinne & Yeh, Chia-Jung, 2023. "How public shared bike can assist first and last mile accessibility: A case study of the MRT system in Taipei City, Taiwan," Journal of Transport Geography, Elsevier, vol. 108(C).
    10. Emami, Maryam & Haghshenas, Hossein & Talebian, Ahmadreza & Kermanshahi, Shahab, 2022. "A game theoretic approach to study the impact of transportation policies on the competition between transit and private car in the urban context," Transportation Research Part A: Policy and Practice, Elsevier, vol. 163(C), pages 320-337.
    11. Hu, Songhua & Chen, Mingyang & Jiang, Yuan & Sun, Wei & Xiong, Chenfeng, 2022. "Examining factors associated with bike-and-ride (BnR) activities around metro stations in large-scale dockless bikesharing systems," Journal of Transport Geography, Elsevier, vol. 98(C).
    12. Wang, Mingshu & Zhou, Xiaolu, 2017. "Bike-sharing systems and congestion: Evidence from US cities," Journal of Transport Geography, Elsevier, vol. 65(C), pages 147-154.
    13. Schoner, Jessica E. & Cao, Jason & Levinson, David M., 2015. "Catalysts and magnets: Built environment and bicycle commuting," Journal of Transport Geography, Elsevier, vol. 47(C), pages 100-108.
    14. Chiou, Yu-Chiun & Wu, Kuo-Chi, 2024. "Bikesharing: The first- and last-mile service of public transportation? Evidence from an origin–destination perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 187(C).
    15. Liu, Xinyu & Yu, Jie & Zhao, Jing & Schneider, Robert J., 2025. "Bikeshare impacts on bus ridership: Unraveling the rail proximity effect," Transportation Research Part A: Policy and Practice, Elsevier, vol. 192(C).
    16. Kong, Hui & Chao, Hao & Fu, Wenyan & Lin, Diao & Zhang, Yongping, 2025. "Relationship between shared micromobility and public transit: The differences between shared bikes and shared E-bikes," Journal of Transport Geography, Elsevier, vol. 123(C).
    17. Wang, Haoyun & Noland, Robert B., 2021. "Bikeshare and subway ridership changes during the COVID-19 pandemic in New York City," Transport Policy, Elsevier, vol. 106(C), pages 262-270.
    18. Marra, Alessio D. & Sun, Linghang & Corman, Francesco, 2022. "The impact of COVID-19 pandemic on public transport usage and route choice: Evidences from a long-term tracking study in urban area," Transport Policy, Elsevier, vol. 116(C), pages 258-268.
    19. 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.
    20. Li, Jinpei & Huang, Yixuan & Zhang, Chunqin & Yao, Di, 2025. "How does public transport development contribute to carbon emission reduction?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 191(C).
    21. Ma, Xinwei & Ji, Yanjie & Yang, Mingyuan & Jin, Yuchuan & Tan, Xu, 2018. "Understanding bikeshare mode as a feeder to metro by isolating metro-bikeshare transfers from smart card data," Transport Policy, Elsevier, vol. 71(C), pages 57-69.
    22. Zhang, Chunqin & Huang, Yi & Ji, Ao & Liu, Han & Li, Jinpei & Ni, Anning & Lu, Weite, 2025. "Policy implications of the transit metropolis project: A quasi-natural experiment from China," Transport Policy, Elsevier, vol. 162(C), pages 155-170.
    23. Campbell, Kayleigh B. & Brakewood, Candace, 2017. "Sharing riders: How bikesharing impacts bus ridership in New York City," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 264-282.
    24. He, Sylvia Y. & Thøgersen, John, 2017. "The impact of attitudes and perceptions on travel mode choice and car ownership in a Chinese megacity: The case of Guangzhou," Research in Transportation Economics, Elsevier, vol. 62(C), pages 57-67.
    25. Pettersson, Fredrik & Sørensen, Claus Hedegaard, 2020. "Why do cities invest in bus priority measures? Policy, polity, and politics in Stockholm and Copenhagen," Transport Policy, Elsevier, vol. 98(C), pages 178-185.
    26. Hamilton, Timothy L. & Wichman, Casey J., 2018. "Bicycle infrastructure and traffic congestion: Evidence from DC's Capital Bikeshare," Journal of Environmental Economics and Management, Elsevier, vol. 87(C), pages 72-93.
    27. Yao, Di & Xu, Liqun & Zhang, Chunqin & Li, Jinpei, 2021. "Revisiting the interactions between bus service quality, car ownership and mode use: A case study in Changzhou, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 154(C), pages 329-344.
    28. Chiara Calastri & Simone Borghesi & Giorgio Fagiolo, 2019. "How do people choose their commuting mode? An evolutionary approach to travel choices," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 36(3), pages 887-912, October.
    29. Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
    30. Martin, Rebecca & Xu, Yilan, 2022. "Is tech-enhanced bikeshare a substitute or complement for public transit?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 63-78.
    31. 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.
    32. Zhou, Fan & Yang, Ziying & Wu, Di & Zheng, Zuduo, 2024. "Shifting towards luxury cars: The price and environmental effects of Beijing’s vehicle lottery system and an alternative policy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    33. Wang, Yu & Choudhury, Charisma & Hancock, Thomas O. & Wang, Yacan & Ortúzar, Juan de Dios, 2024. "Influence of perceived risk on travel mode choice during Covid-19," Transport Policy, Elsevier, vol. 148(C), pages 181-191.
    34. Zhao, Pengjun & Li, Shengxiao, 2017. "Bicycle-metro integration in a growing city: The determinants of cycling as a transfer mode in metro station areas in Beijing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 99(C), pages 46-60.
    35. Mora, Rodrigo & Miranda-Marquez, Sebastián & Truffello, Ricardo & Sadarangani, Kabir P., 2024. "Bikesharing and ordinary cyclists from Chile: Comparing trips, attitudes, and health-behaviours," Journal of Transport Geography, Elsevier, vol. 116(C).
    36. 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.
    37. Wang, Yao & Jin, Huan & Zheng, Shiyuan & Shang, Wen-Long & Wang, Kun, 2023. "Bike-sharing duopoly competition under government regulation," Applied Energy, Elsevier, vol. 343(C).
    38. 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.
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