About the Authors

Andrew Reece

Contributed equally to this work with: Andrew Reece, Evan W. Carr

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

andrew.reece@betterup.co (AR); evan.carr@betterup.co (EWC)

Affiliation BetterUp, Inc., San Francisco, CA, United States of America

Evan W. Carr

Contributed equally to this work with: Andrew Reece, Evan W. Carr

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

andrew.reece@betterup.co (AR); evan.carr@betterup.co (EWC)

Affiliation BetterUp, Inc., San Francisco, CA, United States of America

Roy F. Baumeister

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

Affiliation School of Psychology, University of Queensland, St Lucia, Australia

Gabriella Rosen Kellerman

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

Affiliation BetterUp, Inc., San Francisco, CA, United States of America

Competing Interests

The authors of this paper are commercially affiliated with BetterUp, Inc. through employment. However, this affiliation does not alter our adherence to PLOS ONE policies on sharing data and materials.