About the Authors

John F. Helliwell

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

john.helliwell@ubc.ca

Affiliations Vancouver School of Economics, University of British Columbia, Vancouver, British Columbia, Canada, Canadian Institute for Advanced Research, Toronto, Ontario, Canada

Hugh Shiplett

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

Affiliation Vancouver School of Economics, University of British Columbia, Vancouver, British Columbia, Canada

Christopher P. Barrington-Leigh

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

Affiliation McGill University, Montréal, Québec, Canada

Competing Interests

The authors have declared that no competing interests exist.