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A latent class structural equation model of the relationship between travel satisfaction and overall life satisfaction controlling for satisfaction with other life domains

Author

Listed:
  • Yanan Gao

    (Chang’an University
    Eindhoven University of Technology)

  • Soora Rasouli

    (Eindhoven University of Technology)

  • Harry Timmermans

    (Eindhoven University of Technology)

  • Yuanqing Wang

    (Chang’an University)

Abstract

This paper investigates heterogeneity in the relationship between different life domain satisfactions including travel satisfaction and overall life satisfaction using data collected in Xi’an, China. A latent class structural equation model of the relationship between life domain satisfaction and overall life satisfaction is estimated to identify heterogeneous segments of respondents, controlling for the effects of socio-demographic characteristics, personality traits and typical commuting time on the latent variables. The results indicate that the segments differ in the weight attached to the different life domains. Interestingly, the direct effect of travel satisfaction on overall life satisfaction is not significant in the identified classes, but indirect effect of travel satisfaction on overall life satisfaction through other life domains is significant. It emphasizes the critical importance of estimating a more comprehensive model of life satisfaction when assessing the role of travel satisfaction.

Suggested Citation

  • Yanan Gao & Soora Rasouli & Harry Timmermans & Yuanqing Wang, 2024. "A latent class structural equation model of the relationship between travel satisfaction and overall life satisfaction controlling for satisfaction with other life domains," Transportation, Springer, vol. 51(1), pages 193-213, February.
    • Handle: RePEc:kap:transp:v:51:y:2024:i:1:d:10.1007_s11116-022-10324-6
    DOI: 10.1007/s11116-022-10324-6
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