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Identifying mobility segments for leisure travel: A cluster analysis based on a one-month travel survey

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  • Strömblad, Emma

Abstract

Despite awareness of the negative consequences of car use, leisure trips are still often made by car. A better understanding of the potential for a transition to more sustainable transport behaviour requires more knowledge about the differences in car use between individuals and leisure trip purposes. As a basis for this, individuals were clustered into six car-oriented and five non-car-oriented leisure mobility segments based on data from a one-month app-based travel survey. The clusters differ substantially with respect to the cluster-forming variables including car trip characteristics, mode choice, and leisure trip purposes. The clusters also differ regarding spatial, sociodemographic, and socioeconomic characteristics, especially between car-oriented and non-car-oriented clusters. However, for self-reported data about priorities in life and basic human values there are no major differences between the clusters. One interesting finding is that car-oriented and non-car-oriented clusters make leisure trips to the same extent, indicating that both groups have a similar wish or need to travel for leisure purposes but that they choose different transport modes to get to their destinations. Also, there is great variety in car use even among the car-oriented clusters. Taking these differences into consideration, a variety of measures and economic incentives targeted towards specific mobility segments are needed to reduce car use for leisure trips.

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  • Strömblad, Emma, 2024. "Identifying mobility segments for leisure travel: A cluster analysis based on a one-month travel survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    • Handle: RePEc:eee:transa:v:181:y:2024:i:c:s0965856424000491
    DOI: 10.1016/j.tra.2024.104001
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    1. Molin, Eric & Mokhtarian, Patricia & Kroesen, Maarten, 2016. "Multimodal travel groups and attitudes: A latent class cluster analysis of Dutch travelers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 83(C), pages 14-29.
    2. Jean Ryan, 2020. "Examining the Process of Modal Choice for Everyday Travel Among Older People," IJERPH, MDPI, vol. 17(3), pages 1-19, January.
    3. Ellen Lagrell & Ana Gil Solá, 2021. "Car Use of the Carless in Sweden: Everyday Life Conditions for Reducing Car Dependence," Sustainability, MDPI, vol. 13(18), pages 1-19, September.
    4. Marcel Hunecke & Sören Groth & Dirk Wittowsky, 2020. "Young social milieus and multimodality: interrelations of travel behaviours and psychographic characteristics," Mobilities, Taylor & Francis Journals, vol. 15(3), pages 397-415, June.
    5. Prillwitz, Jan & Barr, Stewart, 2011. "Moving towards sustainability? Mobility styles, attitudes and individual travel behaviour," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1590-1600.
    6. Haustein, Sonja & Nielsen, Thomas A. Sick, 2016. "European mobility cultures: A survey-based cluster analysis across 28 European countries," Journal of Transport Geography, Elsevier, vol. 54(C), pages 173-180.
    7. Haustein, Sonja & Kroesen, Maarten, 2022. "Shifting to more sustainable mobility styles: A latent transition approach," Journal of Transport Geography, Elsevier, vol. 103(C).
    8. Timo Ohnmacht & Konrad Götz & Helmut Schad, 2009. "Leisure mobility styles in Swiss conurbations: construction and empirical analysis," Transportation, Springer, vol. 36(2), pages 243-265, March.
    9. Kitamura, Ryuichi & Yamamoto, Toshiyuki & Susilo, Yusak O. & Axhausen, Kay W., 2006. "How routine is a routine? An analysis of the day-to-day variability in prism vertex location," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(3), pages 259-279, March.
    10. Sharmeen, Fariya & Timmermans, Harry, 2014. "Walking down the habitual lane: analyzing path dependence effects of mode choice for social trips," Journal of Transport Geography, Elsevier, vol. 39(C), pages 222-227.
    11. Marcel Paulssen & Dirk Temme & Akshay Vij & Joan Walker, 2014. "Values, attitudes and travel behavior: a hierarchical latent variable mixed logit model of travel mode choice," Transportation, Springer, vol. 41(4), pages 873-888, July.
    12. Aschauer, Florian & Hössinger, Reinhard & Jara-Diaz, Sergio & Schmid, Basil & Axhausen, Kay & Gerike, Regine, 2021. "Comprehensive data validation of a combined weekly time use and travel survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 153(C), pages 66-82.
    13. Peter Stopher & Camden FitzGerald & Min Xu, 2007. "Assessing the accuracy of the Sydney Household Travel Survey with GPS," Transportation, Springer, vol. 34(6), pages 723-741, November.
    14. Kroesen, Maarten & Handy, Susan & Chorus, Caspar, 2017. "Do attitudes cause behavior or vice versa? An alternative conceptualization of the attitude-behavior relationship in travel behavior modeling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 101(C), pages 190-202.
    15. Olde Kalter, Marie-José & La Paix Puello, Lissy & Geurs, Karst T., 2020. "Do changes in travellers’ attitudes towards car use and ownership over time affect travel mode choice? A latent transition approach in the Netherlands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 1-17.
    16. 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.
    17. Laura McCarthy & Alexa Delbosc & Maarten Kroesen & Mathijs Haas, 2023. "Travel attitudes or behaviours: Which one changes when they conflict?," Transportation, Springer, vol. 50(1), pages 25-42, February.
    18. Hauslbauer, Andrea L. & Schade, Jens & Petzoldt, Tibor, 2022. "The identification of mobility types on a national level," Transport Policy, Elsevier, vol. 125(C), pages 289-298.
    19. Miriam Magdolen & Sascha von Behren & Lukas Burger & Bastian Chlond, 2021. "Mobility Styles and Car Ownership—Potentials for a Sustainable Urban Transport," Sustainability, MDPI, vol. 13(5), pages 1-18, March.
    20. Klaus Backhaus & Bernd Erichson & Sonja Gensler & Rolf Weiber & Thomas Weiber, 2021. "Multivariate Analysis," Springer Books, Springer, number 978-3-658-32589-3, April.
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