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Journal Article

Citation

Auerbach RP, Lan R, Galfalvy H, Alqueza KL, Cohn JF, Crowley RN, Durham K, Joyce KJ, Kahn LE, Kamath RA, Morency LP, Porta G, Srinivasan A, Zelazny J, Brent DA, Allen NB. J. Am. Acad. Child Adolesc. Psychiatry 2023; ePub(ePub): ePub.

Copyright

(Copyright © 2023, American Academy of Child Adolescent Psychiatry, Publisher Lippincott Williams and Wilkins)

DOI

10.1016/j.jaac.2023.03.018

PMID

37182586

Abstract

OBJECTIVE: Suicide is a leading cause of death among adolescents. However, there are no clinical tools to detect proximal risk for suicide.

METHOD: Participants included 13-18-year-old adolescents (N=103) reporting a current depressive, anxiety, and/or substance use disorder who owned a smartphone; 62% reported current suicidal ideation with 25% indicating a past-year attempt. At baseline, participants were administered clinical interviews to assess lifetime disorders and suicidal thoughts and behaviors (STBs). Self-reports assessing symptoms and suicide risk factors also were obtained. Additionally, the Effortless Assessment of Risk States (EARS) app was installed on adolescent smartphones to acquire daily mood and weekly suicidal ideation severity during the 6-month follow-up period. Adolescents completed STB and psychiatric service use interviews at the 1-, 3-, and 6-month follow-up assessments.

RESULTS: K-means clustering based on aggregates of weekly suicidal ideation scores resulted in a 3-group solution reflecting High- (n=26), Medium- (n=47), and Low-Risk groups (n=30). Fifty-eight percent of the High-Risk group reported suicidal events (i.e., suicide attempts, psychiatric hospitalizations, emergency department visits, ideation severity requiring an intervention) during the 6-month follow-up period. For participants in the High- and Medium-Risk groups (n=73), mood disturbances in the preceding 7 days predicted clinically significant ideation, with a 1SD decrease in mood doubling participants' likelihood of reporting clinically significant ideation on a given week.

CONCLUSION: Intensive longitudinal assessment through personal smartphones offers a feasible method to assess variability in adolescents' emotional experiences and suicide risk. Translating these tools into clinical practice may help reduce the needless loss of life among adolescents.


Language: en

Keywords

suicidal ideation; suicide attempts; daily diary; cluster analysis; digital phenotyping

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