Latent Transitions in Mental Health outcomes in a Sample of Adolescents in Treatment for Depression
Abstract Number:
3405
Submission Type:
Contributed Abstract
Contributed Abstract Type:
Paper
Participants:
Abu Minhajuddin (1), Manish Jha (2), Holli Slater (2), Madhukar Trivedi (2)
Institutions:
(1) University of Texas Southwestern-Medical Center At Dallas, N/A, (2) UTSW, dallas, TX
Co-Author(s):
First Author:
Presenting Author:
Abstract Text:
In this report, we attempt to identify subgroups of participants experiencing differential patterns of transitions over time. The data are from the Texas Youth Depression and Suicide Research Network (TX-YDSRN), a multi-site registry network of adolescents (8-17 years of age) who are under treatment for depression or suicidal ideation. We utilized Pediatric Patient Reported Outcomes Measurement Inventory (PROMIS -Pediatric 25): a self-reported measure of Physical Function and Mobility, Depression Severity, Anxiety, Fatigue, Peer Relationships, Pain Interference, and Pain Severity of these participants over a period of 6-months during which 4 data-points were collected. The model selection was based on fit statistics such as Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), Consistent AIC (CAIC), and Adjusted BIC (ABIC), etc.
Keywords:
Latent Transition Analysis, |Depression,| Suicide,| | |
Sponsors:
Mental Health Statistics Section
Tracks:
Latent variable and measurement modeling
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