Dr Paul Christiansen is a Senior Lecturer in Statistics in the Department of Psychology at the University of Liverpool. He is interested in research integrity with a particular focus on accurate measurement (psychometrics). He works across a range of fields in Psychology as well as medical research. Dr Andrew Jones is a Senior Lecturer in the Department of Psychology at the University of Liverpool. He is a psychologist and statistics expert with 10+ years experience in substance use and obesity research.