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Mobility-as-a-Service and unsustainable travel behaviour: Exploring the car ownership and public transport trip replacement side-effects of the MaaS paradigm

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  • Alyavina, Elena
  • Nikitas, Alexandros
  • Njoya, Eric Tchouamou

Abstract

Car-centred development adds significantly to the climate change threat our planet faces. Mobility-as-a-Service (MaaS) is a concept looking to generate modal shift via the digital and physical integration of alternative on-demand transport services. Recent research raises concerns, however, that contrary to the hype, MaaS may result in unsustainable travel behaviour. On the one hand, future MaaS users that are now primarily drivers may not be ready to shift away from their cars, while, on the other hand, people regularly using public transport may substitute some of these journeys with MaaS-enabled car-sharing, ride-sharing and ride-hailing services. Herein, we study the effects of MaaS on intentions to own a car and to substitute public transport trips with car-centric services, via a UK-based quantitative survey. We use Principal Component Analysis and Ordinal Regression Modelling to see how MaaS-related perceptions referring to Added Value, Car Use Convenience and Enjoyment, Human Element Externalities, Trust in Functionality, Cost Incentives, Car Use Morality, Trust in Enabling Technology and Car Ownership Necessity affect usage intentions. Our results highlight some, typically less discussed, grey areas of MaaS and inform the design of policies, including car service disincentivitisation, responsible user benefits, MaaS rebranding and public transport investment prioritisation.

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  • Alyavina, Elena & Nikitas, Alexandros & Njoya, Eric Tchouamou, 2024. "Mobility-as-a-Service and unsustainable travel behaviour: Exploring the car ownership and public transport trip replacement side-effects of the MaaS paradigm," Transport Policy, Elsevier, vol. 150(C), pages 53-70.
    • Handle: RePEc:eee:trapol:v:150:y:2024:i:c:p:53-70
    DOI: 10.1016/j.tranpol.2024.03.001
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    1. 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.
    2. Kalina Grzesiuk & Dorota Jegorow & Monika Wawer & Anna Głowacz, 2023. "Energy-Efficient City Transportation Solutions in the Context of Energy-Conserving and Mobility Behaviours of Generation Z," Energies, MDPI, vol. 16(15), pages 1-28, August.
    3. Ho, Chinh Q. & Hensher, David A. & Mulley, Corinne & Wong, Yale Z., 2018. "Potential uptake and willingness-to-pay for Mobility as a Service (MaaS): A stated choice study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 302-318.
    4. Young, Mischa & Lachapelle, Ugo, 2017. "Transportation behaviours of the growing Canadian single-person households," Transport Policy, Elsevier, vol. 57(C), pages 41-50.
    5. Silvestri, Alessandro & Foudi, Sébastien & Galarraga, Ibon & Ansuategi, Alberto, 2021. "The contribution of carsharing to low carbon mobility: Complementarity and substitution with other modes," Research in Transportation Economics, Elsevier, vol. 85(C).
    6. Lopez-Carreiro, Iria & Monzon, Andres & Lopez, Elena & Lopez-Lambas, Maria Eugenia, 2020. "Urban mobility in the digital era: An exploration of travellers' expectations of MaaS mobile-technologies," Technology in Society, Elsevier, vol. 63(C).
    7. Lapo Mola & Quentin Berger & Karoliina Haavisto & Isabella Soscia, 2020. "Mobility as a Service: An Exploratory Study of Consumer Mobility Behaviour," Sustainability, MDPI, vol. 12(19), pages 1-14, October.
    8. Zijlstra, Toon & Durand, Anne & Hoogendoorn-Lanser, Sascha & Harms, Lucas, 2020. "Early adopters of Mobility-as-a-Service in the Netherlands," Transport Policy, Elsevier, vol. 97(C), pages 197-209.
    9. Ho, Chinh Q. & Mulley, Corinne & Hensher, David A., 2020. "Public preferences for mobility as a service: Insights from stated preference surveys," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 70-90.
    10. Ye, Jianhong & Zheng, Jiaqi & Yi, Fabin, 2020. "A study on users' willingness to accept mobility as a service based on UTAUT model," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    11. Nikitas, Alexandros & Cotet, Corneliu & Vitel, Alexandra-Elena & Nikitas, Nikolaos & Prato, Carlo, 2024. "Transport stakeholders’ perceptions of Mobility-as-a-Service: A Q-study of cultural shift proponents, policy advocates and technology supporters," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    12. Martine Selm & Nicholas Jankowski, 2006. "Conducting Online Surveys," Quality & Quantity: International Journal of Methodology, Springer, vol. 40(3), pages 435-456, June.
    13. Smith, Göran & Sochor, Jana & Karlsson, I.C. MariAnne, 2020. "Intermediary MaaS Integrators: A case study on hopes and fears," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 163-177.
    14. Caiati, Valeria & Rasouli, Soora & Timmermans, Harry, 2020. "Bundling, pricing schemes and extra features preferences for mobility as a service: Sequential portfolio choice experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 123-148.
    15. Barajas, Jesus M. & Brown, Anne, 2021. "Not minding the gap: Does ride-hailing serve transit deserts?," Journal of Transport Geography, Elsevier, vol. 90(C).
    16. Narayanan, Santhanakrishnan & Antoniou, Constantinos, 2023. "Shared mobility services towards Mobility as a Service (MaaS): What, who and when?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 168(C).
    17. Hasselwander, Marc & Bigotte, Joao F. & Antunes, Antonio P. & Sigua, Ricardo G., 2022. "Towards sustainable transport in developing countries: Preliminary findings on the demand for mobility-as-a-service (MaaS) in Metro Manila," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 501-518.
    18. Anable, Jillian, 2005. "'Complacent Car Addicts' or 'Aspiring Environmentalists'? Identifying travel behaviour segments using attitude theory," Transport Policy, Elsevier, vol. 12(1), pages 65-78, January.
    19. Dargay, Joyce M., 2002. "Determinants of car ownership in rural and urban areas: a pseudo-panel analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(5), pages 351-366, September.
    20. Dadashzadeh, Nima & Woods, Lee & Ouelhadj, Djamila & Thomopoulos, Nikolas & Kamargianni, Maria & Antoniou, Constantinos, 2022. "Mobility as a Service Inclusion Index (MaaSINI): Evaluation of inclusivity in MaaS systems and policy recommendations," Transport Policy, Elsevier, vol. 127(C), pages 191-202.
    21. Karlsson, I.C.M. & Mukhtar-Landgren, D. & Smith, G. & Koglin, T. & Kronsell, A. & Lund, E. & Sarasini, S. & Sochor, J., 2020. "Development and implementation of Mobility-as-a-Service – A qualitative study of barriers and enabling factors," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 283-295.
    22. Yang, Hongtai & Zhai, Guocong & Liu, Xiaohan & Yang, Linchuan & Liu, Yugang & Yuan, Quan, 2022. "Determinants of city-level private car ownership: Effect of vehicle regulation policies and the relative price," Transport Policy, Elsevier, vol. 115(C), pages 40-48.
    23. Timo Liljamo & Heikki Liimatainen & Markus Pöllänen & Riku Viri, 2021. "The Effects of Mobility as a Service and Autonomous Vehicles on People’s Willingness to Own a Car in the Future," Sustainability, MDPI, vol. 13(4), pages 1-28, February.
    24. Michał Suchanek & Agnieszka Szmelter-Jarosz, 2019. "Environmental Aspects of Generation Y’s Sustainable Mobility," Sustainability, MDPI, vol. 11(11), pages 1-13, June.
    25. Helena Strömberg & I. C. MariAnne Karlsson & Jana Sochor, 2018. "Inviting travelers to the smorgasbord of sustainable urban transport: evidence from a MaaS field trial," Transportation, Springer, vol. 45(6), pages 1655-1670, November.
    26. Storme, Tom & De Vos, Jonas & De Paepe, Leen & Witlox, Frank, 2020. "Limitations to the car-substitution effect of MaaS. Findings from a Belgian pilot study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 196-205.
    27. Kivimaa, Paula & Rogge, Karoline S., 2022. "Interplay of policy experimentation and institutional change in sustainability transitions: The case of mobility as a service in Finland," Research Policy, Elsevier, vol. 51(1).
    28. Tirachini, Alejandro & del Río, Mariana, 2019. "Ride-hailing in Santiago de Chile: Users’ characterisation and effects on travel behaviour," Transport Policy, Elsevier, vol. 82(C), pages 46-57.
    29. Alexandros Nikitas & Kalliopi Michalakopoulou & Eric Tchouamou Njoya & Dimitris Karampatzakis, 2020. "Artificial Intelligence, Transport and the Smart City: Definitions and Dimensions of a New Mobility Era," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    30. Francesca Cellina & Dominik Bucher & Francesca Mangili & José Veiga Simão & Roman Rudel & Martin Raubal, 2019. "A Large Scale, App-Based Behaviour Change Experiment Persuading Sustainable Mobility Patterns: Methods, Results and Lessons Learnt," Sustainability, MDPI, vol. 11(9), pages 1-23, May.
    31. Christin Hoffmann & Charles Abraham & Mathew P. White & Susan Ball & Stephen M. Skippon, 2017. "What cognitive mechanisms predict travel mode choice? A systematic review with meta-analysis," Transport Reviews, Taylor & Francis Journals, vol. 37(5), pages 631-652, September.
    32. Corinne Mulley, 2017. "Mobility as a Services (MaaS) – does it have critical mass?," Transport Reviews, Taylor & Francis Journals, vol. 37(3), pages 247-251, May.
    33. Ellis Keller & Andrea Aguilar & Daniel Hanss, 2018. "Car Sharers’ Interest in Integrated Multimodal Mobility Platforms: A Diffusion of Innovations Perspective," Sustainability, MDPI, vol. 10(12), pages 1-20, December.
    34. Schikofsky, Jan & Dannewald, Till & Kowald, Matthias, 2020. "Exploring motivational mechanisms behind the intention to adopt mobility as a service (MaaS): Insights from Germany," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 296-312.
    35. Alonso-González, María J. & Hoogendoorn-Lanser, Sascha & van Oort, Niels & Cats, Oded & Hoogendoorn, Serge, 2020. "Drivers and barriers in adopting Mobility as a Service (MaaS) – A latent class cluster analysis of attitudes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 378-401.
    36. van 't Veer, Renske & Annema, Jan Anne & Araghi, Yashar & Homem de Almeida Correia, Gonçalo & van Wee, Bert, 2023. "Mobility-as-a-Service (MaaS): A latent class cluster analysis to identify Dutch vehicle owners’ use intention," Transportation Research Part A: Policy and Practice, Elsevier, vol. 169(C).
    37. Pangbourne, Kate & Mladenović, Miloš N. & Stead, Dominic & Milakis, Dimitris, 2020. "Questioning mobility as a service: Unanticipated implications for society and governance," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 35-49.
    38. Peraphan Jittrapirom & Valeria Caiati & Anna-Maria Feneri & Shima Ebrahimigharehbaghi & María J. Alonso González & Jishnu Narayan, 2017. "Mobility as a Service: A Critical Review of Definitions, Assessments of Schemes, and Key Challenges," Urban Planning, Cogitatio Press, vol. 2(2), pages 13-25.
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