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Mapping the evolution of transport justice research: A structural topic modelling approach

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  • Liu, Qiyang
  • Zhe, Tao

Abstract

Transport justice sits at the critical intersection of mobility, social equity, and sustainable urban development, representing a fundamental dimension of contemporary social justice discourse. Despite growing academic attention, the field lacks systematic understanding of its thematic evolution and the forces driving research priorities. This study addresses this gap by applying Structural Topic Modelling to analyse 1238 high-quality research articles published between 2000 and 2024, revealing the field's temporal dynamics and thematic substitution patterns.

Suggested Citation

  • Liu, Qiyang & Zhe, Tao, 2026. "Mapping the evolution of transport justice research: A structural topic modelling approach," Transport Policy, Elsevier, vol. 175(C).
    • Handle: RePEc:eee:trapol:v:175:y:2026:i:c:s0967070x2500441x
    DOI: 10.1016/j.tranpol.2025.103898
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