Developing an Automated Assessment of In-session Patient Activation for Psychological Therapy: Codevelopment Approach

Sam Malins   ^{1 *} , PhD ;   Grazziela Figueredo   ^{2 *} , PhD ;   Tahseen Jilani   ^{2 *} , PhD ;   Yunfei Long   ^{3 *} , PhD ;   Jacob Andrews   ^{4 *} , PhD ;   Mat Rawsthorne   ^{5 *} , BA, CGMA ;   Cosmin Manolescu   ^{1 *} , MSc ;   Jeremie Clos   ^{2 *} , PhD ;   Fred Higton   ^{6 *} , PhD ;   David Waldram   ^{6 *} ;   Daniel Hunt   ^{7 *} , PhD ;   Elvira Perez Vallejos   ^{8 *} , PhD ;   Nima Moghaddam   ^{9 *} , PhD

¹ Specialist Services, Nottinghamshire Healthcare NHS Foundation Trust, Nottingham, United Kingdom

² School of Computer Science, University of Nottingham, Nottingham, United Kingdom

³ School of Computer Science and Electronic Engineering, University of Essex, Essex, United Kingdom

⁴ Mindtech Medtech Co-operative, University of Nottingham, Nottingham, United Kingdom

⁵ Hilltop Digital Lab Ltd, Stockport, United Kingdom

⁶ Institute of Mental Health, University of Nottingham, Nottingham, United Kingdom

⁷ School of English, University of Nottingham, Nottingham, United Kingdom

⁸ Nottingham Biomedical Research Centre Mental Health and Technology Theme, University of Nottingham, Nottingham, United Kingdom

⁹ School of Psychology, University of Lincoln, Lincoln, United Kingdom

*all authors contributed equally