About the Authors

Sally Andrews

sally.andrews@ntu.ac.uk

Affiliation Division of Psychology, Nottingham Trent University, Nottingham, United Kingdom

David A. Ellis

Affiliations Department of Psychology, Lancaster University, Lancaster, United Kingdom, School of Psychology, University of Lincoln, Lincoln, United Kingdom

Heather Shaw

Affiliation School of Psychology, University of Lincoln, Lincoln, United Kingdom

Lukasz Piwek

Affiliation Faculty of Business and Law, University of the West of England, Bristol, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: SA HS DAE. Performed the experiments: HS. Analyzed the data: SA. Contributed reagents/materials/analysis tools: SA. Wrote the paper: SA DAE HS LP.