About the Authors

Yu Heng Kwan

Roles Formal analysis, Writing – original draft, Writing – review & editing

Affiliation Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore

Elenore Judy Uy

Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Writing – review & editing

Affiliation Department of Rheumatology & Immunology, Singapore General Hospital, Singapore, Singapore

Dianne Carrol Bautista

Roles Data curation, Formal analysis, Writing – review & editing

Affiliations Singapore Clinical Research Institute, Singapore, Singapore, Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore

Xiaohui Xin

Roles Conceptualization, Writing – review & editing

Affiliation Academic Clinical Programme for Medicine, Singapore General Hospital, Singapore, Singapore

Yunshan Xiao

Roles Data curation, Project administration, Writing – review & editing

Affiliation Department of Rheumatology & Immunology, Singapore General Hospital, Singapore, Singapore

Geok Ling Lee

Roles Formal analysis, Writing – review & editing

Affiliation Department of Social Work, Faculty of Arts and Social Sciences, National University of Singapore, Singapore, Singapore

Mythily Subramaniam

Roles Formal analysis, Visualization, Writing – review & editing

Affiliations Research Department, Institute of Mental Health, Singapore, Singapore, Neuroscience and Mental Health, Lee Kong Chian School of Medicine, Singapore, Singapore

Janhavi Ajit Vaingankar

Roles Formal analysis, Writing – review & editing

Affiliation Research Department, Institute of Mental Health, Singapore, Singapore

Mei Fen Chan

Roles Formal analysis, Writing – review & editing

Affiliation Health Promotion Board, Singapore, Singapore

Nisha Kumar

Roles Formal analysis, Writing – review & editing

Affiliation Health Promotion Board, Singapore, Singapore

Yin Bun Cheung

Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Writing – review & editing

Affiliations Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore, Tampere Center for Child Health Research, University of Tampere and Tampere University Hospital, Tampere, Finland

Terrance Siang Jin Chua

Roles Data curation, Writing – review & editing

Affiliation Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore

Julian Thumboo

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

julian.thumboo@singhealth.com.sg

Affiliations Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore, Department of Rheumatology & Immunology, Singapore General Hospital, Singapore, Singapore, Office of Clinical, Academic & Faculty Affairs, Duke-NUS Medical School, Singapore, Singapore, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Competing Interests

The authors have declared that no competing interests exist.