Complex Trauma and Criminogenic Needs in a Youth Justice Sample: A Gender-Informed Latent Profile Analysis

How complex trauma features and criminogenic needs co-vary within youth justice populations requires examination. This study applies latent profile analysis to a sample of 311 justice-involved Canadian youth (211 male, 100 female) to identify if unique profiles of youth would emerge delineated by di...

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Bibliographic Details
Authors: Brown, Shelley L. (Author) ; Greiner, Leigh (Author) ; Scott, Terri (Author) ; Skilling, Tracey A. (Author) ; Wanamaker, Kayla A. (Author)
Format: Electronic Article
Language:English
Published: 2021
In: Criminal justice and behavior
Year: 2021, Volume: 48, Issue: 2, Pages: 175-194
Online Access: Volltext (lizenzpflichtig)
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Keywords:
Adolescence
Criminogenic needs
Delinquency
gender differences
latent profile analysis
Recidivism
Trauma
Description
Summary:How complex trauma features and criminogenic needs co-vary within youth justice populations requires examination. This study applies latent profile analysis to a sample of 311 justice-involved Canadian youth (211 male, 100 female) to identify if unique profiles of youth would emerge delineated by different combinations of comorbid needs pulled from complex trauma and personality/social learning models. Two similar profiles emerged for males and females alike: a complex trauma with criminogenic needs profile (70% of females, 58.8% of males) and a low overall needs profile (30% of females, 41.2% of males). Surprisingly, the Youth-Level Service/Case Management Inventory predicted recidivism well among the complex trauma/criminogenic need female cases (AUC = .71), but poorly among the complex trauma/criminogenic need male cases (AUC = .59). Trauma-informed approaches that target criminogenic needs in both genders is a clear implication of the findings.
ISSN:1552-3594
DOI:10.1177/0093854820964513