About the Authors

Jue Tao Lim

Contributed equally to this work with: Jue Tao Lim, Kenwin Maung

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

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

Kenwin Maung

Contributed equally to this work with: Jue Tao Lim, Kenwin Maung

Roles Conceptualization, Formal analysis, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Economics, University of Rochester, Rochester, New York, United States of America

Sok Teng Tan

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

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

Suan Ee Ong

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

Affiliations Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore, Research for Impact, Singapore, Singapore, The Galen Centre for Health and Social Policy, Kuala Lumpur, Malaysia

Jane Mingjie Lim

Roles Data curation, Investigation, Writing – original draft

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

Joel Ruihan Koo

Roles Data curation, Methodology, Writing – original draft, Writing – review & editing

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

Haoyang Sun

Roles Data curation, Investigation, Methodology

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

Minah Park

Roles Writing – original draft, Writing – review & editing

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

Ken Wei Tan

Roles Methodology, Supervision, Writing – review & editing

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

Joanne Yoong

Roles Funding acquisition, Supervision, Writing – review & editing

Affiliations Research for Impact, Singapore, Singapore, Center for Economic and Social Research, University of Southern California, California, United States of America

Alex R. Cook

Roles Funding acquisition, Supervision, Validation, Visualization

ephcar@nus.edu.sg

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

Borame Sue Lee Dickens

Roles Conceptualization, Data curation, Investigation, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

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

Competing Interests

The authors have declared that no competing interests exist.