About the Authors

Christine Xiang Ru Leong

Roles Formal analysis, Investigation, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Psychology, University of Nottingham Malaysia Campus, Semenyih, Selangor, Malaysia

Jessica M. Price

Roles Project administration, Supervision, Writing – review & editing

Affiliation School of Psychology, University of Nottingham Malaysia Campus, Semenyih, Selangor, Malaysia

Nicola J. Pitchford

Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

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

Walter J. B. van Heuven

Roles Conceptualization, Formal analysis, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – review & editing

walter.vanheuven@nottingham.ac.uk

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

Competing Interests

The authors have declared that no competing interests exist.