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Comparison of the willingness to adopt MaaS in Madrid (Spain) and Randstad (The Netherlands) metropolitan areas

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  • Lopez-Carreiro, Iria
  • Monzon, Andres
  • Lopez-Lambas, Maria E.

Abstract

Mobility as a Service (MaaS) is expected to reorganise how we travel. To date, it is still unclear who will embrace these new mobility strategies, and how they will transform travellers’ behaviours. This study identifies the key drivers determining the adoption of MaaS in two European metropolitan areas, based on a survey taken in Madrid (Spain) and Randstad (The Netherlands). Overall, we found strong positive attitudes towards MaaS. The results highlight the role played by a set of demographic, socioeconomic, and travel-related variables, after their validation with a generalized ordered logit (gologit) model. The willingness to adopt MaaS appeared to be related to personal characteristics such as gender, age, education level, occupation, and household structure. Unexpectedly, the place of residence (city versus outskirts) was not found to be significant. The acceptance of MaaS was also influenced by individuals’ mobility patterns. We detected that private car users were not significantly attracted by MaaS, while individuals engaged with public transport and shared mobility services did intend to adopt it. Our final findings will help urban authorities and transport planners to predict the population segments with a higher (and lower) probability of using MaaS. Policy efforts could stimulate MaaS acceptability in the coming years by taking these insights into account.

Suggested Citation

  • Lopez-Carreiro, Iria & Monzon, Andres & Lopez-Lambas, Maria E., 2021. "Comparison of the willingness to adopt MaaS in Madrid (Spain) and Randstad (The Netherlands) metropolitan areas," Transportation Research Part A: Policy and Practice, Elsevier, vol. 152(C), pages 275-294.
    • Handle: RePEc:eee:transa:v:152:y:2021:i:c:p:275-294
    DOI: 10.1016/j.tra.2021.08.015
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    References listed on IDEAS

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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. Hörcher, Daniel & Graham, Daniel J., 2020. "MaaS economics: Should we fight car ownership with subscriptions to alternative modes?," Economics of Transportation, Elsevier, vol. 22(C).
    3. Evert Meijers & Martijn Burger & Edward L. Glaeser & Giacomo A. M. Ponzetto & Yimei Zou, 2016. "Urban networks: Connecting markets, people, and ideas," Papers in Regional Science, Wiley Blackwell, vol. 95(1), pages 17-59, March.
    4. 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.
    5. 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).
    6. Liljamo, Timo & Liimatainen, Heikki & Pöllänen, Markus & Utriainen, Roni, 2020. "People’s current mobility costs and willingness to pay for Mobility as a Service offerings," Transportation Research Part A: Policy and Practice, Elsevier, vol. 136(C), pages 99-119.
    7. Curtale, Riccardo & Liao, Feixiong & van der Waerden, Peter, 2021. "User acceptance of electric car-sharing services: The case of the Netherlands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 266-282.
    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. 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).
    10. Lyons, Glenn & Hammond, Paul & Mackay, Kate, 2019. "The importance of user perspective in the evolution of MaaS," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 22-36.
    11. 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.
    12. Melinda Matyas & Maria Kamargianni, 2019. "Survey design for exploring demand for Mobility as a Service plans," Transportation, Springer, vol. 46(5), pages 1525-1558, October.
    13. Elvir Munirovich AKHMETSHIN & Vladimir Dmitriyevich SEKERIN & Albert Valentinovich PAVLYUK & Rustem Adamovich SHICHIYAKH & Lilija Mansurovna ALLANINA, 2019. "The Influence Of The Car Sharing Market On The Development Of Ground Transport In Metropolitan Cities," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 14(2), pages 5-19, May.
    14. Wong, Yale Z. & Hensher, David A. & Mulley, Corinne, 2020. "Mobility as a service (MaaS): Charting a future context," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 5-19.
    15. Guidon, Sergio & Wicki, Michael & Bernauer, Thomas & Axhausen, Kay, 2020. "Transportation service bundling – For whose benefit? Consumer valuation of pure bundling in the passenger transportation market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 91-106.
    16. 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.
    17. 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.
    18. Hensher, David A., 2017. "Future bus transport contracts under a mobility as a service (MaaS) regime in the digital age: Are they likely to change?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 98(C), pages 86-96.
    19. 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.
    20. Hensher, David A. & Ho, Chinh Q. & Reck, Daniel J., 2021. "Mobility as a service and private car use: Evidence from the Sydney MaaS trial," Transportation Research Part A: Policy and Practice, Elsevier, vol. 145(C), pages 17-33.
    21. Smith, Göran & Sochor, Jana & Karlsson, I.C. MariAnne, 2018. "Mobility as a Service: Development scenarios and implications for public transport," Research in Transportation Economics, Elsevier, vol. 69(C), pages 592-599.
    22. 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.
    23. 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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    Cited by:

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