About the Authors

Timothy B. Smith

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

TBS@byu.edu

Affiliation Department of Psychology, Brigham Young University, Provo, Utah, United States of America

Connor Workman

Roles Data curation, Investigation, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Psychology, Brigham Young University, Provo, Utah, United States of America

Caleb Andrews

Roles Data curation, Investigation, Supervision, Validation, Writing – review & editing

Affiliation Department of Psychology, Brigham Young University, Provo, Utah, United States of America

Bonnie Barton

Roles Data curation, Investigation, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Psychology, Brigham Young University, Provo, Utah, United States of America

Matthew Cook

Roles Data curation, Investigation, Supervision, Writing – review & editing

Affiliation Department of Psychology, Brigham Young University, Provo, Utah, United States of America

Ryan Layton

Roles Data curation, Investigation, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Psychology, Brigham Young University, Provo, Utah, United States of America

Alexandra Morrey

Roles Data curation, Investigation, Supervision, Validation, Writing – review & editing

Affiliation Department of Psychology, Brigham Young University, Provo, Utah, United States of America

Devin Petersen

Roles Data curation, Investigation, Supervision, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Psychology, Brigham Young University, Provo, Utah, United States of America

Julianne Holt-Lunstad

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

Affiliation Department of Psychology, Brigham Young University, Provo, Utah, United States of America

Competing Interests

The authors have declared that no competing interests exist.