About the Authors

Naijie Guan

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

nxg651@student.bham.ac.uk

Affiliation Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, United Kingdom

Alessandra Guariglia

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Department of Economics, University of Birmingham, Edgbaston, Birmingham, United Kingdom

Patrick Moore

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, United Kingdom

Fangzhou Xu

Roles Validation, Writing – review & editing

Affiliation Department of Economics, University of Birmingham, Edgbaston, Birmingham, United Kingdom

Hareth Al-Janabi

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.