About the Authors

Michelle Ng

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

michelleng@stanford.edu

Affiliations Department of Communication, Stanford University, Palo Alto, California, United States of America, Emmett Interdisciplinary Program in Environment and Resources, Stanford University, Palo Alto, California, United States of America

Denis Gerstorf

Roles Methodology, Writing – review & editing

Affiliations Department of Psychology, Humboldt University of Berlin, Berlin, Germany, German Socio-Economic Panel (SOEP) at German Institute for Economic Research (DIW), Berlin, Germany

David E. Conroy

Roles Data curation, Project administration, Writing – review & editing

Affiliation Department of Kinesiology, The Pennsylvania State University, University Park, Pennsylvania, United States of America

Aaron L. Pincus

Roles Data curation, Project administration, Writing – review & editing

Affiliation Department of Psychology, Pennsylvania State University, University Park, Pennsylvania, United States of America

Nilàm Ram

Roles Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

Affiliations Department of Communication, Stanford University, Palo Alto, California, United States of America, Department of Psychology, Stanford University, Palo Alto, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.