About the Authors

Haoyang Sun

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

haoyang.sun@nus.edu.sg (HS); ephcar@nus.edu.sg (ARC)

Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Republic of Singapore

Joel Koo

Roles Data curation, Software

Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Republic of Singapore

Borame L. Dickens

Roles Writing – review & editing

Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Republic of Singapore

Hannah E. Clapham

Roles Conceptualization, Writing – review & editing

Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Republic of Singapore

Alex R. Cook

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

haoyang.sun@nus.edu.sg (HS); ephcar@nus.edu.sg (ARC)

Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Republic of Singapore

Competing Interests

The authors have declared that no competing interests exist.