About the Authors

Guillermo Pérez Castro

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

guillermo.perez.castro@vti.se

Affiliations The Swedish National Road and Transport Research Institute, Linköping, Sweden, Division of Communications and Transport Systems, Linköping University, Norrköping, Sweden

Danil Belikhov

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

Affiliation Chair of Bicycle Traffic, Center for Mobility and Transport, University of Wuppertal, Wuppertal, Germany

Fredrik Johansson

Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing

Affiliation The Swedish National Road and Transport Research Institute, Linköping, Sweden

Heather Kaths

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

Affiliation Chair of Bicycle Traffic, Center for Mobility and Transport, University of Wuppertal, Wuppertal, Germany

Johan Olstam

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

Affiliations The Swedish National Road and Transport Research Institute, Linköping, Sweden, Division of Communications and Transport Systems, Linköping University, Norrköping, Sweden

Competing Interests

The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.