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Carpooling Platforms as Smart City Projects: A Bibliometric Analysis and Systematic Literature Review

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  • Leonidas G. Anthopoulos

    (Department of Business Administration, University of Thessaly, GR41500 Larissa, Greece)

  • Dimitrios N. Tzimos

    (Department of Business Administration, University of Thessaly, GR41500 Larissa, Greece)

Abstract

Carpooling schemes for mutual cost benefits between the driver and the passengers has a long history. However, the convenience of driving alone, the increasing level of car ownership, and the difficulties in finding travelers with matching timing and routes keep car occupancy low. Technology is a key enabler of online platforms which facilitate the ride matching process and lead to an increase in carpooling services. Smart carpooling services may be an alternative and enrichment for mobility, which can help smart cities (SCs) reduce traffic congestion and gas emissions but require the appropriate architecture to support connection with the city infrastructure such as high-occupancy vehicle lanes, parking space, tolls, and the public transportation services. To better understand the evolution of carpooling platforms in SCs, bibliometric analysis of three separate specialized literature collections, combined with a systematic literature review, is performed. It is identified that smart carpooling platforms could generate additional value for participants and SCs. To deliver this value to an SC, a multi-sided platform business model is proposed, suitable for a carpooling service provider with multiple customer segments and partners. Finally, after examining the SC structure, a carpooling platform architecture is presented, which interconnects with the applicable smart city layers.

Suggested Citation

  • Leonidas G. Anthopoulos & Dimitrios N. Tzimos, 2021. "Carpooling Platforms as Smart City Projects: A Bibliometric Analysis and Systematic Literature Review," Sustainability, MDPI, vol. 13(19), pages 1-29, September.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:19:p:10680-:d:643442
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    References listed on IDEAS

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    1. Jonathan E. Hughes & Daniel Kaffine, 2019. "When Should Drivers Be Encouraged To Carpool In Hov Lanes?," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 667-684, January.
    2. Aria, Massimo & Cuccurullo, Corrado, 2017. "bibliometrix: An R-tool for comprehensive science mapping analysis," Journal of Informetrics, Elsevier, vol. 11(4), pages 959-975.
    3. Krista Timeus & Jordi Vinaixa & Francesc Pardo-Bosch, 2020. "Creating business models for smart cities: a practical framework," Public Management Review, Taylor & Francis Journals, vol. 22(5), pages 726-745, May.
    4. Wright, Steve & Nelson, John D. & Cottrill, Caitlin D, 2020. "MaaS for the suburban market: Incorporating carpooling in the mix," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 206-218.
    5. Neoh, Jun Guan & Chipulu, Maxwell & Marshall, Alasdair & Tewkesbury, Adam, 2018. "How commuters’ motivations to drive relate to propensity to carpool: Evidence from the United Kingdom and the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 110(C), pages 128-148.
    6. Amirmahdi Tafreshian & Neda Masoud & Yafeng Yin, 2020. "Frontiers in Service Science: Ride Matching for Peer-to-Peer Ride Sharing: A Review and Future Directions," Service Science, INFORMS, vol. 12(2-3), pages 44-60, June.
    7. Suresh Malodia & Harish Singla, 2016. "A study of carpooling behaviour using a stated preference web survey in selected cities of India," Transportation Planning and Technology, Taylor & Francis Journals, vol. 39(5), pages 538-550, July.
    8. Kevin Washbrook & Wolfgang Haider & Mark Jaccard, 2006. "Estimating commuter mode choice: A discrete choice analysis of the impact of road pricing and parking charges," Transportation, Springer, vol. 33(6), pages 621-639, November.
    9. Cobo, M.J. & López-Herrera, A.G. & Herrera-Viedma, E. & Herrera, F., 2011. "An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field," Journal of Informetrics, Elsevier, vol. 5(1), pages 146-166.
    10. José Alberto Molina & J. Ignacio Giménez-Nadal & Jorge Velilla, 2020. "Sustainable Commuting: Results from a Social Approach and International Evidence on Carpooling," Sustainability, MDPI, vol. 12(22), pages 1-12, November.
    11. P.E. Canning & S.J. Hughes & E.E. Hellawell & B.C.M. Gatersleben & C.J. Fairhead, 2010. "Reasons for participating in formal employer-led carpool schemes as perceived by their users," Transportation Planning and Technology, Taylor & Francis Journals, vol. 33(8), pages 733-745, October.
    12. Walravens, Nils, 2015. "Qualitative indicators for smart city business models: The case of mobile services and applications," Telecommunications Policy, Elsevier, vol. 39(3), pages 218-240.
    13. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    14. Abbate, Tindara & Cesaroni, Fabrizio & Cinici, Maria Cristina & Villari, Massimo, 2019. "Business models for developing smart cities. A fuzzy set qualitative comparative analysis of an IoT platform," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 183-193.
    15. Correia, Gonçalo & Viegas, José Manuel, 2011. "Carpooling and carpool clubs: Clarifying concepts and assessing value enhancement possibilities through a Stated Preference web survey in Lisbon, Portugal," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(2), pages 81-90, February.
    16. Ariella S. Kristal & Ashley V. Whillans, 2020. "What we can learn from five naturalistic field experiments that failed to shift commuter behaviour," Nature Human Behaviour, Nature, vol. 4(2), pages 169-176, February.
    17. Eddy Yunus & Daniel Susilo & Slamet Riyadi & Meithiana Indrasari & Teguh Dwi Putranto, 2019. "The effectiveness marketing strategy for ride-sharing transportation: intersecting social media, technology, and innovation," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(2), pages 1424-1434, December.
    18. Burris, Mark & Alemazkoor, Negin & Benz, Rob & Wood, Nicholas S., 2014. "The impact of HOT lanes on carpools," Research in Transportation Economics, Elsevier, vol. 44(C), pages 43-51.
    19. Monchambert, Guillaume, 2020. "Why do (or don’t) people carpool for long distance trips? A discrete choice experiment in France," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 911-931.
    20. Wenyi Chen & Martijn Mes & Marco Schutten & Job Quint, 2019. "A Ride-Sharing Problem with Meeting Points and Return Restrictions," Transportation Science, INFORMS, vol. 53(2), pages 401-426, March.
    21. Xueyan Wei & Weijie Yu & Wei Wang & De Zhao & Xuedong Hua, 2020. "Optimization and Comparative Analysis of Traffic Restriction Policy by Jointly Considering Carpool Exemptions," Sustainability, MDPI, vol. 12(18), pages 1-15, September.
    22. Dahlgren, Joy, 1998. "High occupancy vehicle lanes: Not always more effective than general purpose lanes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(2), pages 99-114, February.
    23. Jizhe Xia & Kevin M Curtin & Weihong Li & Yonglong Zhao, 2015. "A New Model for a Carpool Matching Service," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-23, June.
    24. 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.
    25. Shaheen, Susan PhD & Chan, Nelson & Gaynor, Theresa, 2016. "Casual Carpooling in the San Francisco Bay Area: Understanding User Characteristics, Behaviors, and Motivations," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt4dh2h0rf, Institute of Transportation Studies, UC Berkeley.
    26. Federico Librino & M. Elena Renda & Paolo Santi & Francesca Martelli & Giovanni Resta & Fabio Duarte & Carlo Ratti & Jinhua Zhao, 2020. "Home-work carpooling for social mixing," Transportation, Springer, vol. 47(5), pages 2671-2701, October.
    27. Lars E. Olsson & Raphaela Maier & Margareta Friman, 2019. "Why Do They Ride with Others? Meta-Analysis of Factors Influencing Travelers to Carpool," Sustainability, MDPI, vol. 11(8), pages 1-16, April.
    28. Liu, Xiaobing & Yan, Xuedong & Liu, Feng & Wang, Rui & Leng, Yan, 2019. "A trip-specific model for fuel saving estimation and subsidy policy making of carpooling based on empirical data," Applied Energy, Elsevier, vol. 240(C), pages 295-311.
    29. Oktay Turetken & Paul Grefen & Rick Gilsing & O. Ege Adali, 2019. "Service-Dominant Business Model Design for Digital Innovation in Smart Mobility," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 61(1), pages 9-29, February.
    30. 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.
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