About the Authors

Courtney M. Goodridge

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Supervision, Visualization, Writing – original draft, Writing – review & editing

c.m.goodridge@leeds.ac.uk

Affiliation Institute for Transport Studies, University of Leeds, Leeds, United Kingdom

Rafael C. Gonçalves

Roles Data curation, Investigation, Methodology, Writing – review & editing

Affiliation Institute for Transport Studies, University of Leeds, Leeds, United Kingdom

Amélie Reher

Roles Writing – review & editing

Affiliation Federal Highway and Transport Research Institute, Bergisch Gladbach, Germany

Jonny Kuo

Roles Writing – review & editing

Affiliation Seeing Machines, Melbourne, Australia

Michael G. Lenné

Roles Writing – review & editing

Affiliation Seeing Machines, Melbourne, Australia

Natasha Merat

Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

Affiliation Institute for Transport Studies, University of Leeds, Leeds, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.