About the Authors

Abdulaziz H. Alshehri

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Writing – original draft, Writing – review & editing

Affiliation Department of Civil Engineering, College of Engineering, Najran University, Najran, Saudi Arabia

Amjad Pervez

Roles Formal analysis, Methodology, Project administration, Writing – original draft

Affiliation School of Traffic and Transportation Engineering, Central South University, Changsha, China

Muhammad Hussain

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Supervision, Writing – original draft, Writing – review & editing

muhammad.hussain@uwa.edu.au

Affiliation Western Australian Centre for Road Safety Research, School of Psychological Science M304, Perth, Western Australia, Australia

Danish Farooq

Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

Affiliation Civil Engineering Department, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan

Etikaf Hussain

Roles Conceptualization, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing

Affiliation Veltch Lister Consulting, Level 5, Brisbane, Queensland, Australia

Competing Interests

The authors have declared that no competing interests exist.