About the Authors

Daniel E. Zoughbie

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

danielzoughbie@berkeley.edu (DEZ); eding@post.harvard.edu (ELD)

Affiliations Center for Global Health Delivery, Diplomacy, and Economics, University of California, Berkeley, California, United States of America, Department of Public Health, New England Complex Systems Institute, Cambridge, Massachusetts, United States of America, Social Network Research Group, Microclinic International, San Francisco, California, United States of America

Eric L. Ding

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

danielzoughbie@berkeley.edu (DEZ); eding@post.harvard.edu (ELD)

Affiliations Department of Public Health, New England Complex Systems Institute, Cambridge, Massachusetts, United States of America, Social Network Research Group, Microclinic International, San Francisco, California, United States of America

Tin Lok James Ng

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

Affiliations Social Network Research Group, Microclinic International, San Francisco, California, United States of America, School of Computer Science and Statistics, Trinity College Dublin, College Green, Dublin 2, Ireland

Competing Interests

The authors have declared that no competing interests exist.