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Developing a typology of daily travelers based on transportation attitudes: Application of latent class analysis using a survey of millennials and older adults in Hamilton, Ontario

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  • Shaila Jamal
  • K. Bruce Newbold
  • Darren M. Scott

Abstract

Using survey data of millennials and older adults in Hamilton, Ontario, this exploratory study sought to identify daily travelers based on their attitudes and perceptions toward transportation modes using latent class analysis. Four daily traveler types are identified—“walk and transit‐oriented travelers,” “car‐oriented commuters,” “multimodal travelers,” and “car‐oriented travelers.” The study also examined the association of different sociodemographic characteristics and trip attributes with the four traveler types. Findings suggest that heterogeneity exists within travel‐related attitudes among different traveler types. Further, heterogeneous traveler types exist among individuals belonging to the same generation, with the same living arrangements and possession of a driver's license.

Suggested Citation

  • Shaila Jamal & K. Bruce Newbold & Darren M. Scott, 2023. "Developing a typology of daily travelers based on transportation attitudes: Application of latent class analysis using a survey of millennials and older adults in Hamilton, Ontario," Growth and Change, Wiley Blackwell, vol. 54(4), pages 870-884, December.
    • Handle: RePEc:bla:growch:v:54:y:2023:i:4:p:870-884
    DOI: 10.1111/grow.12678
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    References listed on IDEAS

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    1. Siren, Anu & Haustein, Sonja, 2013. "Baby boomers’ mobility patterns and preferences: What are the implications for future transport?," Transport Policy, Elsevier, vol. 29(C), pages 136-144.
    2. Xuemei Fu & Zhicai Juan, 2017. "Understanding public transit use behavior: integration of the theory of planned behavior and the customer satisfaction theory," Transportation, Springer, vol. 44(5), pages 1021-1042, September.
    3. Danique Ton & Lara-Britt Zomer & Florian Schneider & Sascha Hoogendoorn-Lanser & Dorine Duives & Oded Cats & Serge Hoogendoorn, 2020. "Latent classes of daily mobility patterns: the relationship with attitudes towards modes," Transportation, Springer, vol. 47(4), pages 1843-1866, August.
    4. Khandker Habib, 2015. "An investigation on mode choice and travel distance demand of older people in the National Capital Region (NCR) of Canada: application of a utility theoretic joint econometric model," Transportation, Springer, vol. 42(1), pages 143-161, January.
    5. Darren M. Scott & Kenneth Bruce Newbold & Jamie E.L. Spinney & Ruben Mercado & Antonio Páez & Pavlos S. Kanaroglou, 2009. "New Insights into Senior Travel Behavior: The Canadian Experience," Growth and Change, Wiley Blackwell, vol. 40(1), pages 140-168, March.
    6. Yongsung Lee & Giovanni Circella & Patricia L. Mokhtarian & Subhrajit Guhathakurta, 2020. "Are millennials more multimodal? A latent-class cluster analysis with attitudes and preferences among millennial and Generation X commuters in California," Transportation, Springer, vol. 47(5), pages 2505-2528, October.
    7. Lars Böcker & Patrick Amen & Marco Helbich, 2017. "Elderly travel frequencies and transport mode choices in Greater Rotterdam, the Netherlands," Transportation, Springer, vol. 44(4), pages 831-852, July.
    8. Rico Krueger & Akshay Vij & Taha H. Rashidi, 2018. "Normative beliefs and modality styles: a latent class and latent variable model of travel behaviour," Transportation, Springer, vol. 45(3), pages 789-825, May.
    9. Cynthia Jacques & Kevin Manaugh & Ahmed El-Geneidy, 2013. "Rescuing the captive [mode] user: an alternative approach to transport market segmentation," Transportation, Springer, vol. 40(3), pages 625-645, May.
    10. Sonja Haustein, 2012. "Mobility behavior of the elderly: an attitude-based segmentation approach for a heterogeneous target group," Transportation, Springer, vol. 39(6), pages 1079-1103, November.
    11. Michael Grimsrud & Ahmed El-Geneidy, 2014. "Transit to eternal youth: lifecycle and generational trends in Greater Montreal public transport mode share," Transportation, Springer, vol. 41(1), pages 1-19, January.
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