About the Authors

Michael E. W. Varnum

Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing

mvarnum@asu.edu (MEWV); jaimie.krems@okstate.edu (JAK); colin.morris2@gmail.com (CM); igrossma@uwaterloo.ca (IG)

Affiliation Department of Psychology, Arizona State University, Tempe, Arizona, United States of America

Jaimie Arona Krems

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

mvarnum@asu.edu (MEWV); jaimie.krems@okstate.edu (JAK); colin.morris2@gmail.com (CM); igrossma@uwaterloo.ca (IG)

Affiliation Department of Psychology, Oklahoma State University, Stillwater, OK, United States of America

Colin Morris

Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

mvarnum@asu.edu (MEWV); jaimie.krems@okstate.edu (JAK); colin.morris2@gmail.com (CM); igrossma@uwaterloo.ca (IG)

Affiliation Toronto, Canada

Alexandra Wormley

Roles Data curation, Validation, Visualization, Writing – review & editing

Affiliation Department of Psychology, Arizona State University, Tempe, Arizona, United States of America

Igor Grossmann

Roles Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing

mvarnum@asu.edu (MEWV); jaimie.krems@okstate.edu (JAK); colin.morris2@gmail.com (CM); igrossma@uwaterloo.ca (IG)

Affiliation Department of Psychology, University of Waterloo, Waterloo, ON, Canada

Competing Interests

The authors have declared no competing interests exist.