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Travelers’ segmentation based on multimodality behaviors and attitudes

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  • Diana, Marco
  • Mokhtarian, Patricia L

Abstract

Using data collected from 164 French employees of a transportation institute and 1904 residents of the U.S. San Francisco Bay Area, we operationalize a segmentation of mobility patterns based on objective, subjective, and desired amounts of mobility by various modes and overall. We define a multimodality index from basic concepts of information theory, and we especially focus on the degree of multimodality in an individual’s current modal mix and desired changes to that mix. The clusters that result showed some similarities and some differences across countries, where the latter are likely due to disparities in the sampling strategies and in the land use/transportation/ cultural milieux. In both cases, however, the clusters have useful policy implications, enabling us, for example, to distinguish car users who might be inclined to reduce car use and increase transit use from those who are largely content with their current modal baskets.

Suggested Citation

  • Diana, Marco & Mokhtarian, Patricia L, 2008. "Travelers’ segmentation based on multimodality behaviors and attitudes," Institute of Transportation Studies, Working Paper Series qt2cb1z6v7, Institute of Transportation Studies, UC Davis.
  • Handle: RePEc:cdl:itsdav:qt2cb1z6v7
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    References listed on IDEAS

    as
    1. repec:cdl:uctcwp:qt5bh2d8mh is not listed on IDEAS
    2. Jörgen Garvill & Agneta Marell & Annika Nordlund, 2003. "Effects of increased awareness on choice of travel mode," Transportation, Springer, vol. 30(1), pages 63-79, February.
    3. Anable, Jillian & Gatersleben, Birgitta, 2005. "All work and no play? The role of instrumental and affective factors in work and leisure journeys by different travel modes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 163-181.
    4. Mokhtarian, Patricia L. & Chen, Cynthia, 2004. "TTB or not TTB, that is the question: a review and analysis of the empirical literature on travel time (and money) budgets," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(9-10), pages 643-675.
    5. Mokhtarian, Patricia L. & Salomon, Ilan, 2001. "How derived is the demand for travel? Some conceptual and measurement considerations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(8), pages 695-719, September.
    6. David Hensher & April Reyes, 2000. "Trip chaining as a barrier to the propensity to use public transport," Transportation, Springer, vol. 27(4), pages 341-361, December.
    7. Marie‐HéLène Massot & Jimmy Armoogum & Patrick Bonnel & David Caubel, 2005. "Potential for Car Use Reduction through a Simulation Approach: Paris and Lyon Case Studies," Transport Reviews, Taylor & Francis Journals, vol. 26(1), pages 25-42, April.
    8. Collantes, Gustavo O. & Mokhtarian, Patricia L., 2007. "Subjective assessments of personal mobility: What makes the difference between a little and a lot?," Transport Policy, Elsevier, vol. 14(3), pages 181-192, May.
    9. repec:cdl:uctcwp:qt6314g8dp is not listed on IDEAS
    10. Thøgersen, John, 2006. "Understanding repetitive travel mode choices in a stable context: A panel study approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(8), pages 621-638, October.
    11. Iragaël Joly, 2006. "Stability or regularity of the daily travel time in Lyon? Application of a duration model," Post-Print halshs-00004011, HAL.
    12. Hirobata, Yasuhiro & Kawakami, Shogo, 1990. "Modeling disaggregate behavioral modal switching models based on intention data," Transportation Research Part B: Methodological, Elsevier, vol. 24(1), pages 15-25, February.
    13. Jensen, Mette, 1999. "Passion and heart in transport -- a sociological analysis on transport behaviour," Transport Policy, Elsevier, vol. 6(1), pages 19-33, January.
    14. Marco Diana & Tingting Song & Knut Wittkowski, 2009. "Studying travel-related individual assessments and desires by combining hierarchically structured ordinal variables," Transportation, Springer, vol. 36(2), pages 187-206, March.
    15. Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
    16. Diana, Marco, 2008. "Making the "primary utility of travel" concept operational: A measurement model for the assessment of the intrinsic utility of reported trips," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(3), pages 455-474, March.
    17. repec:cdl:uctcwp:qt7cx951n5 is not listed on IDEAS
    18. repec:cdl:itsdav:qt2879h292 is not listed on IDEAS
    19. Iragaël Joly, 2016. "Les budgets-temps de transport," Post-Print hal-02015984, HAL.
    20. repec:cdl:itsdav:qt1z26n1r8 is not listed on IDEAS
    21. Sangho Choo & Gustavo Collantes & Patricia Mokhtarian, 2005. "Wanting to travel, more or less: Exploring the determinants of the deficit and surfeit of personal travel," Transportation, Springer, vol. 32(2), pages 135-164, March.
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    Cited by:

    1. Kandt, Jens & Rode, Philipp & Hoffmann, Christian & Graff, Andreas & Smith, Duncan, 2015. "Gauging interventions for sustainable travel: A comparative study of travel attitudes in Berlin and London," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 35-48.
    2. Jens Kandt & Philipp Rode & Christian Hoffmann & Andreas Graff & Duncan Smith, 2015. "Gauging interventions for sustainable travel: a comparative study of travel attitudes in Berlin and London," LSE Research Online Documents on Economics 63872, London School of Economics and Political Science, LSE Library.
    3. Fu, Xingxing & van Lierop, Dea & Ettema, Dick, 2024. "Is multimodality advantageous? Assessing the relationship between multimodality and perceived transport adequacy and accessibility in different travel contexts," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
    4. Mao, Zidan & Ettema, Dick & Dijst, Martin, 2016. "Commuting trip satisfaction in Beijing: Exploring the influence of multimodal behavior and modal flexibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 592-603.

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