Depression symptom clusters in adolescents: a latent class analysis in a clinical sample

Loades, Maria E, St Clair, Michelle C, Orchard, Faith, Goodyer, Ian, Reynolds, Shirley and Impact Consortium, (2022) Depression symptom clusters in adolescents: a latent class analysis in a clinical sample. Psychotherapy Research. ISSN 1050-3307

[img] PDF - Accepted Version
Restricted to SRO admin only until 4 February 2023.
Available under License Creative Commons Attribution-Non-Commercial.

Download (555kB)

Abstract

Background
Major depression is clinically heterogeneous. We aimed to identify classes of depressed adolescents with different symptom presentations and examine if these were differentially associated with illness severity, functioning, engagement with treatment, and clinical outcomes.

Method
Baseline depression symptoms of 454 depressed adolescents (age 11–17) from the IMPACT trial were subjected to latent class analysis. We compared classes on self-reported symptoms and social impairment at baseline and follow-up and their engagement in treatment.

Results
We identified three classes of participants which differed in the number and pattern of depression symptoms; Class 1—Severe- (37.2%)—endorsed almost all symptoms and were most functionally impaired; Class 2—Moderate- (41.9%)—endorsed fewer symptoms with high suicidal ideation, self-harm, and worthlessness; Class 3—Somatic (20.9%)—endorsed fewest symptoms, with high somatic symptoms. Groups did not differ on engagement, therapeutic alliance, or post-treatment symptom reduction. Adolescents in the severe and moderate subgroups reported symptom reductions after treatment ended, whilst those in the somatic subgroup did not.

Conclusions
At presentation, high somatic features in depressed adolescents, rather than severity, or impairment levels, may indicate lower liability for responding to psychological treatment.

Item Type: Article
Keywords: depression, adolescents, subtyping, symptoms, latent class analysis
Schools and Departments: School of Psychology > Psychology
SWORD Depositor: Mx Elements Account
Depositing User: Mx Elements Account
Date Deposited: 01 Feb 2022 09:37
Last Modified: 14 Mar 2022 16:15
URI: http://sro.sussex.ac.uk/id/eprint/104115

View download statistics for this item

📧 Request an update