Megan Skelton, Ewan Carr, Joshua E. J. Buckman, Molly R Davies, Kimberley Goldsmith, Colette R Hirsch, Alicia J Peel, Christopher Rayner, Katharine Rimes, Rob Saunders, Janet Wingrove, Gerome Breen, Thalia Eley Grant
Original language | English |
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Journal | Psychological Medicine |
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Early online date | 13 Dec 2022 |
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DOIs | |
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Accepted/In press | 10 Oct 2022 |
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E-pub ahead of print | 13 Dec 2022 |
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depanx_sympt_traj_slamiapt
main_manuscript_slamtraj_finalaccepted.docx, 10.4 MB, application/vnd.openxmlformats-officedocument.wordprocessingml.document
Uploaded date:09 Dec 2022
Version:Accepted author manuscript
Licence:CC BY
Background: There is substantial variation in patient symptoms following psychological therapy for depression and anxiety. However, reliance on endpoint outcomes ignores additional interindividual variation during therapy. Knowing a patient’s likely symptom trajectories could guide clinical decisions. We aimed to identify latent classes of patients with similar symptom trajectories over the course of psychological therapy and explore associations between baseline variables and trajectory class.
Methods: Patients received high-intensity psychological treatment for common mental health problems at NHS Improving Access to Psychological Therapies (IAPT) services in South London (N = 16,258). To identify trajectories, we performed growth mixture modelling of depression and anxiety symptoms over 11 sessions. We then ran multinomial regressions to identify baseline variables associated with trajectory class membership.
Results: Trajectories of depression and anxiety symptoms were highly similar and best modelled by four classes. Three classes started with moderate-severe symptoms and showed (1) no change, (2) gradual improvement, and (3) fast improvement. A final class (4) showed initially mild symptoms and minimal improvement. Within the moderate-severe baseline symptom classes, patients in the two showing improvement as opposed to no change tended not to be prescribed psychotropic medication or report a disability and were in employment. Patients showing fast improvement additionally reported lower baseline functional impairment on average.
Conclusions: Multiple trajectory classes of depression and anxiety symptoms were associated with baseline characteristics. Identifying the most likely trajectory for a patient at the start of treatment could inform decisions about the suitability and continuation of therapy, ultimately improving patient outcomes.