About the Authors

Jue Tao Lim

Contributed equally to this work with: Jue Tao Lim, Yiting Han

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

ephljt@nus.edu.sg

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

Yiting Han

Contributed equally to this work with: Jue Tao Lim, Yiting Han

Roles Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

Affiliation School of Pharmacy, Fudan University, Shanghai, China

Borame Sue Lee Dickens

Roles Writing – review & editing

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

Lee Ching Ng

Roles Writing – review & editing

Affiliation Environmental Health Institute, National Environmental Agency, Singapore

Alex R. Cook

Roles Funding acquisition, Supervision, Writing – review & editing

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

Competing Interests

The authors have declared that no competing interests exist.