About the Authors

Mousumi Roy

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

mousumiroy1991@gmail.com (MR); swapnil.mishra@nus.edu.sg (SM)

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

Hannah E. Clapham

Roles Visualization, Writing – review & editing

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

Swapnil Mishra

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – review & editing

mousumiroy1991@gmail.com (MR); swapnil.mishra@nus.edu.sg (SM)

Affiliations Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Institute of Data Science, National University of Singapore, Singapore, Department of Statistics and Data Science, National University of Singapore, Singapore, Research Office, National Centre for Infectious Diseases, Singapore

Competing Interests

The authors have declared that no competing interests exist.