Seeking causality in transport research

Transport policy asks causal questions, yet much transport research answers them with associative designs and then uses causal language. This Perspective (i) distinguishes causal, associational, and descriptive claims, (ii) offers a compact set of norms and a checklist for aligning claims with identification, and (iii) illustrates these ideas with examples drawn from pricing, operations, access, network evolution, and evaluation.

Authors

Institutions

Publication Details

Journal
Transportation Research Today
Published
2026-02-01
DOI
https://doi.org/10.1016/j.trt.2026.100001
Primary Topic
Transportation Planning and Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Seeking causality in transport research

David M. Levinson
Transportation Research Today
Transportation Planning and Optimization
article

Seeking causality in transport research

David M. Levinson
article en

Abstract

Transport policy asks causal questions, yet much transport research answers them with associative designs and then uses causal language. This Perspective (i) distinguishes causal, associational, and descriptive claims, (ii) offers a compact set of norms and a checklist for aligning claims with identification, and (iii) illustrates these ideas with examples drawn from pricing, operations, access, network evolution, and evaluation.

Transportation Research Today
The University of Sydney (AU), UNSW Sydney (AU)
Openalex Percentile: Top 50%
Transportation Planning and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Seeking causality in transport research — David M. Levinson · Transportation Research Today (2026) | TGRS Research Map | TGRS