About the Authors

Karynna Okabe-Miyamoto

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

kokab001@ucr.edu

‡ The first and second authors contributed equally and authorship was decided by a coin flip.

Affiliation Department of Psychology, University of California, Riverside, Riverside, California, United States of America

Dunigan Folk

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

‡ The first and second authors contributed equally and authorship was decided by a coin flip.

Affiliation Department of Psychology, University of British Columbia, Vancouver, B. C., Canada

Sonja Lyubomirsky

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation Department of Psychology, University of California, Riverside, Riverside, California, United States of America

Elizabeth W. Dunn

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation Department of Psychology, University of British Columbia, Vancouver, B. C., Canada

Competing Interests

The authors have declared that no competing interests exist.