About the Authors

Amir Hossein Kalantari

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft

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

Seyedeh Monavar Yazdi

Roles Conceptualization, Methodology, Supervision

Affiliation Department of Psychology, Alzahra University, Tehran, Iran

Tetiana Hill

Roles Conceptualization, Investigation, Visualization, Writing – review & editing

Affiliation Hertfordshire Business School, University of Hertfordshire, Hatfield, United Kingdom

Abolfazl Mohammadzadeh Moghaddam

Roles Conceptualization, Formal analysis, Methodology, Writing – review & editing

ab-moghadam@um.ac.ir

Affiliations Department of Civil Engineering, Ferdowsi University of Mashhad, Mashhad, Iran, Techno-Economic Road Safety Research Center, Ferdowsi University of Mashhad, Mashhad, Iran

Esmaeel Ayati

Roles Conceptualization, Methodology, Supervision

Affiliation Techno-Economic Road Safety Research Center, Ferdowsi University of Mashhad, Mashhad, Iran

Mark J. M. Sullman

Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Affiliation Department of Social Sciences, University of Nicosia, Nicosia, Cyprus

Competing Interests

The authors have declared that no competing interests exist.