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Exploring impacts of on-demand ridesplitting on mobility via real-world ridesourcing data and questionnaires

Author

Listed:
  • Xiaowei Chen

    (Zhejiang University)

  • Hongyu Zheng

    (Zhejiang University)

  • Ze Wang

    (Zhejiang University
    Zhejiang Police College)

  • Xiqun Chen

    (Zhejiang University)

Abstract

On-demand ridesplitting is a form of ridesourcing where riders with similar origins and destinations are matched to the same driver and vehicle in real time, and the ride and costs are split among users. With the convenience of all kinds of ridesourcing services, the number of ridesplitting passengers increases, which may have a great impact on the urban mobility. In this paper, we analyze ridesplitting behavior and its impact on multimodal mobility, e.g., vehicle kilometers traveled (VKT) and transportation modal shift, using real-world ridesourcing data extracted from an on-demand ride service platform in Hangzhou, China, and questionnaires filled by on-demand ridesplitting passengers. With the consideration of the VKT shifted from non-passenger/private vehicles, this paper uses the saved VKT of two ridesplitting types, e.g., DiDi Hitch and DiDi Express ridesplitting, to quantify the ridesplitting impact. For the whole ridesourcing ecosystem, ridesplitting is estimated to decrease 58,124 VKT per day in Hangzhou, of which Hitch and Express ridesplitting contribute 2175 km and 55,949 km per day, respectively. The saved VKT of Hitch is much smaller than Express ridesplitting for the following two reasons: (1) Hitch orders are fewer than Express ridesplitting; (2) more than half of the Hitch passengers shift modes from bus/metro transit or other non-passenger/private cars. This paper shines some lights on understanding the emerging on-demand ridesplitting behavior and quantifying its impact on multimodal urban mobility.

Suggested Citation

  • Xiaowei Chen & Hongyu Zheng & Ze Wang & Xiqun Chen, 2021. "Exploring impacts of on-demand ridesplitting on mobility via real-world ridesourcing data and questionnaires," Transportation, Springer, vol. 48(4), pages 1541-1561, August.
  • Handle: RePEc:kap:transp:v:48:y:2021:i:4:d:10.1007_s11116-018-9916-1
    DOI: 10.1007/s11116-018-9916-1
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    as
    1. repec:cdl:itsrrp:qt0dk3h89p is not listed on IDEAS
    2. repec:cdl:itsrrp:qt69x684m2 is not listed on IDEAS
    3. repec:cdl:itsrrp:qt23r1h80t is not listed on IDEAS
    4. repec:cdl:itsrrp:qt0850h6r5 is not listed on IDEAS
    5. repec:cdl:itsrrp:qt4vq0g0xd is not listed on IDEAS
    6. repec:cdl:itsrrp:qt0qp464f0 is not listed on IDEAS
    7. Felipe F. Dias & Patrícia S. Lavieri & Venu M. Garikapati & Sebastian Astroza & Ram M. Pendyala & Chandra R. Bhat, 2017. "A behavioral choice model of the use of car-sharing and ride-sourcing services," Transportation, Springer, vol. 44(6), pages 1307-1323, November.
    8. Susan Shaheen & Nelson Chan & Helen Micheaux, 2015. "One-way carsharing’s evolution and operator perspectives from the Americas," Transportation, Springer, vol. 42(3), pages 519-536, May.
    9. repec:cdl:itsrrp:qt3bn9n6pq is not listed on IDEAS
    10. repec:cdl:itsdav:qt0850h6r5 is not listed on IDEAS
    11. repec:cdl:itsrrp:qt46b7n137 is not listed on IDEAS
    12. repec:cdl:itsrrp:qt83s1z8j4 is not listed on IDEAS
    13. Judd Cramer & Alan B. Krueger, 2016. "Disruptive Change in the Taxi Business: The Case of Uber," American Economic Review, American Economic Association, vol. 106(5), pages 177-182, May.
    14. Adam Stocker & Susan Shaheen, 2017. "Shared Automated Vehicles: Review of Business Models," International Transport Forum Discussion Papers 2017/09, OECD Publishing.
    15. repec:cdl:itsrrp:qt2zv240pp is not listed on IDEAS
    16. Jun Guan Neoh & Maxwell Chipulu & Alasdair Marshall, 2017. "What encourages people to carpool? An evaluation of factors with meta-analysis," Transportation, Springer, vol. 44(2), pages 423-447, March.
    17. repec:cdl:itsrrp:qt4dh2h0rf is not listed on IDEAS
    18. Donald Anderson, 2014. "“Not just a taxi”? For-profit ridesharing, driver strategies, and VMT," Transportation, Springer, vol. 41(5), pages 1099-1117, September.
    19. repec:cdl:itsdav:qt1139r2m5 is not listed on IDEAS
    20. repec:cdl:itsdav:qt5np26388 is not listed on IDEAS
    21. repec:cdl:itsrrp:qt6wr90040 is not listed on IDEAS
    22. repec:cdl:itsdav:qt20f9s84f is not listed on IDEAS
    23. repec:cdl:itsrrp:qt3q69g29p is not listed on IDEAS
    24. Shaheen, Susan A. & Chan, Nelson D. & Gaynor, Teresa, 2016. "Casual carpooling in the San Francisco Bay Area: Understanding user characteristics, behaviors, and motivations," Transport Policy, Elsevier, vol. 51(C), pages 165-173.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

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    2. Feng, Xuan & Lin, Qinping & Jia, Ning & Tian, Junfang, 2024. "The actual impact of ride-splitting: An empirical study based on large-scale GPS data," Transport Policy, Elsevier, vol. 147(C), pages 94-112.
    3. Sun, Yite & Liu, Xiaobing & Wang, Rui & Wang, Yun & Yan, Xuedong, 2025. "Nonlinear effects of built environment on ridesplitting ratio: Discrepancies across sharing motivations," Journal of Transport Geography, Elsevier, vol. 126(C).
    4. Du, Mingyang & Li, Xuefeng & Cheng, Lin & Lu, Weike & Li, Wenxiang, 2025. "Order matching optimization of the ridesplitting service: A scenario with midway stops," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 194(C).
    5. Qing-Long Lu & Moeid Qurashi & Constantinos Antoniou, 2024. "A ridesplitting market equilibrium model with utility-based compensation pricing," Transportation, Springer, vol. 51(2), pages 439-474, April.
    6. Zhang, Zhaolin & Zhai, Guocong & Xie, Kun & Xiao, Feng, 2022. "Exploring the nonlinear effects of ridesharing on public transit usage: A case study of San Diego," Journal of Transport Geography, Elsevier, vol. 104(C).
    7. Elnadi, Moustafa & Troise, Ciro & Jones, Paul & Gheith, Mohamed Hani, 2024. "Exploring post-usage behaviour in app-based ride-sourcing services: Evidence from Egypt," Technological Forecasting and Social Change, Elsevier, vol. 207(C).

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