About the Authors

Joshua Kuan Tan

Contributed equally to this work with: Joshua Kuan Tan, Julian Thumboo, Yong Mong Bee

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

Affiliation Health Services Research Unit, Singapore General Hospital, Singapore, Singapore

Nur Nasyitah Mohamed Salim

Roles Data curation, Formal analysis, Project administration, Validation

‡ NNMS, GHL and SYC also contributed equally to this work.

Affiliation Health Services Research Unit, Singapore General Hospital, Singapore, Singapore

Gek Hsiang Lim

Roles Formal analysis, Methodology, Validation, Writing – review & editing

‡ NNMS, GHL and SYC also contributed equally to this work.

Affiliation Health Services Research Unit, Singapore General Hospital, Singapore, Singapore

Sing Yi Chia

Roles Data curation, Project administration, Validation, Visualization

‡ NNMS, GHL and SYC also contributed equally to this work.

Affiliation Health Services Research Unit, Singapore General Hospital, Singapore, Singapore

Julian Thumboo

Contributed equally to this work with: Joshua Kuan Tan, Julian Thumboo, Yong Mong Bee

Roles Conceptualization, Investigation, Methodology, Supervision, Writing – review & editing

Affiliation Health Services Research Unit, Singapore General Hospital, Singapore, Singapore

Yong Mong Bee

Contributed equally to this work with: Joshua Kuan Tan, Julian Thumboo, Yong Mong Bee

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

bee.yong.mong@singhealth.com.sg

Affiliation Department of Endocrinology, Singapore General Hospital, Singapore, Singapore

Competing Interests

The authors have declared that no competing interests exist.