About the Authors

Dean J. Miller

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

d.j.miller@cqu.edu.au

Affiliation Central Queensland University, The Appleton Institute for Behavioural Science, Adelaide, South Australia

John V. Capodilupo

Roles Conceptualization, Investigation

Affiliation Whoop Inc., Data Science & Research, Boston, Massachusetts, United States of America

Michele Lastella

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation Central Queensland University, The Appleton Institute for Behavioural Science, Adelaide, South Australia

Charli Sargent

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation Central Queensland University, The Appleton Institute for Behavioural Science, Adelaide, South Australia

Gregory D. Roach

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation Central Queensland University, The Appleton Institute for Behavioural Science, Adelaide, South Australia

Victoria H. Lee

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

Affiliation Whoop Inc., Data Science & Research, Boston, Massachusetts, United States of America

Emily R. Capodilupo

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

Affiliation Whoop Inc., Data Science & Research, Boston, Massachusetts, United States of America

Competing Interests

The authors of this manuscript have read the journal's policy and have the following competing interests: ERC and JVC are shareholders and employees of Whoop, Inc; VHL is an employee of Whoop, Inc; DJM’s position at CQUniversity is sponsored by Whoop Inc. There are no other competing interests for the authors. There are no patents, products in development or marketed products associated with this research to declare. This does not alter our adherence to PLOS ONE policies on sharing data and materials.