About the Authors

Shane McLoughlin

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

s.mcloughlin@bham.ac.uk

Affiliation Jubilee Centre for Character and Virtues, University of Birmingham, Birmingham, United Kingdom

Stephen Thoma

Roles Conceptualization, Funding acquisition, Methodology, Writing – original draft, Writing – review & editing

Affiliation Department of Educational Psychology, University of Alabama, Tuscaloosa, Alabama, United States of America

Kristján Kristjánsson

Roles Conceptualization, Funding acquisition, Writing – original draft, Writing – review & editing

Affiliation Jubilee Centre for Character and Virtues, University of Birmingham, Birmingham, United Kingdom

Competing Interests

We have no known conflicts of interest to declare.