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Revealing accessibility disparities: A latent class analysis linking objective and subjective accessibility measures

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  • Moleman, Milan L.
  • Kroesen, Maarten

Abstract

The last decade denoted a growing interest in perceived accessibility, yet the link between perceived and objective accessibility measures is understudied. This paper aims to address accessibility poverty by identifying groups with different levels of perceived accessibility. To achieve this aim, we develop a latent class model that relates perceived accessibility patterns to social, transport, and geographical conditions encountered by individuals. To support the specification of the latent class model, we develop a theoretical framework that links transport, social, and geographical conditions with perceived inaccessibility. Data is obtained from the Dutch National Travel Survey, which includes information on travel patterns and preferences. In total, 20,020 participants are included in the analysis. The latent class model identified six social groups with varying levels of perceived accessibility. Notably, while 89% of the individuals perceive excellent accessibility, a minority of 11% experiences different forms of inaccessibility. In addition, the latent class model showed that social rather than transport or spatial conditions encountered by individuals determine perceived inaccessibility. The results lend support to tailored policies aimed at reducing accessibility poverty and social exclusion for specific segments of the population.

Suggested Citation

  • Moleman, Milan L. & Kroesen, Maarten, 2025. "Revealing accessibility disparities: A latent class analysis linking objective and subjective accessibility measures," Transportation Research Part A: Policy and Practice, Elsevier, vol. 192(C).
    • Handle: RePEc:eee:transa:v:192:y:2025:i:c:s0965856424003896
    DOI: 10.1016/j.tra.2024.104341
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    1. Pot, Felix Johan & Koster, Sierdjan & Tillema, Taede, 2023. "Perceived accessibility and residential self-selection in the Netherlands," Journal of Transport Geography, Elsevier, vol. 108(C).
    2. Azmoodeh, Mohammad & Haghighi, Farshidreza & Motieyan, Hamid, 2023. "The capability approach and social equity in transport: Understanding factors affecting capabilities of urban residents, using structural equation modeling," Transport Policy, Elsevier, vol. 142(C), pages 137-151.
    3. Naqavi, Fatemeh & Sundberg, Marcus & Västberg, Oskar Blom & Karlström, Anders & Hugosson, Muriel Beser, 2023. "Mobility constraints and accessibility to work: Application to Stockholm," Transportation Research Part A: Policy and Practice, Elsevier, vol. 175(C).
    4. Olfindo, Rosechin, 2021. "Transport accessibility, residential satisfaction, and moving intention in a context of limited travel mode choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 145(C), pages 153-166.
    5. Lättman, Katrin & Olsson, Lars E. & Friman, Margareta, 2018. "A new approach to accessibility – Examining perceived accessibility in contrast to objectively measured accessibility in daily travel," Research in Transportation Economics, Elsevier, vol. 69(C), pages 501-511.
    6. van Wee, Bert, 2016. "Accessible accessibility research challenges," Journal of Transport Geography, Elsevier, vol. 51(C), pages 9-16.
    7. Anne Durand & Toon Zijlstra & Niels van Oort & Sascha Hoogendoorn-Lanser & Serge Hoogendoorn, 2022. "Access denied? Digital inequality in transport services," Transport Reviews, Taylor & Francis Journals, vol. 42(1), pages 32-57, January.
    8. Tiznado-Aitken, Ignacio & Muñoz, Juan Carlos & Hurtubia, Ricardo, 2021. "Public transport accessibility accounting for level of service and competition for urban opportunities: An equity analysis for education in Santiago de Chile," Journal of Transport Geography, Elsevier, vol. 90(C).
    9. Liu, Chengxi & Susilo, Yusak O. & Dharmowijoyo, Dimas B.E., 2018. "Investigating intra-household interactions between individuals' time and space constraints," Journal of Transport Geography, Elsevier, vol. 73(C), pages 108-119.
    10. 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).
    11. Pot, Felix Johan & Koster, Sierdjan & Tillema, Taede, 2023. "Perceived accessibility in Dutch rural areas: Bridging the gap with accessibility based on spatial data," Transport Policy, Elsevier, vol. 138(C), pages 170-184.
    12. Lättman, Katrin & Olsson, Lars E. & Friman, Margareta, 2016. "Development and test of the Perceived Accessibility Scale (PAC) in public transport," Journal of Transport Geography, Elsevier, vol. 54(C), pages 257-263.
    13. Tiznado-Aitken, Ignacio & Lucas, Karen & Muñoz, Juan Carlos & Hurtubia, Ricardo, 2020. "Understanding accessibility through public transport users' experiences: A mixed methods approach," Journal of Transport Geography, Elsevier, vol. 88(C).
    14. Guzman, Luis A. & Cantillo-Garcia, Victor A. & Oviedo, Daniel & Arellana, Julian, 2023. "How much is accessibility worth? Utility-based accessibility to evaluate transport policies," Journal of Transport Geography, Elsevier, vol. 112(C).
    15. Currie, Grahama & Richardson, Tony & Smyth, Paul & Vella-Brodrick, Dianne & Hine, Julian & Lucas, Karen & Stanley, Janet & Morris, Jenny & Kinnear, Ray & Stanley, John, 2010. "Investigating links between transport disadvantage, social exclusion and well-being in Melbourne - Updated results," Research in Transportation Economics, Elsevier, vol. 29(1), pages 287-295.
    16. Pot, Felix Johan & van Wee, Bert & Tillema, Taede, 2021. "Perceived accessibility: What it is and why it differs from calculated accessibility measures based on spatial data," Journal of Transport Geography, Elsevier, vol. 94(C).
    17. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
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