About the Authors

James A. Hay

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

Affiliation MRC Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, School of Public Health, Imperial College London, London, United Kingdom

Karen Laurie

Roles Data curation, Investigation, Writing – review & editing

Affiliations WHO Collaborating Centre for Reference and Research on Influenza, Peter Doherty Institute for Infection and Immunity, Melbourne, Australia, Seqirus, 63 Poplar Road, Parkville, Victoria, Australia

Michael White

Roles Methodology, Supervision, Writing – review & editing

Affiliation Malaria: Parasites and Hosts, Department of Parasites and Insect Vectors, Institut Pasteur, Paris, France

Steven Riley

Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation, Writing – review & editing

s.riley@imperial.ac.uk

Affiliation MRC Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, School of Public Health, Imperial College London, London, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.