Overrepresentation of Young Indigenous Offenders: Differences in Criminogenic Risk/Needs and Implications for...

Area of Science:

• Criminology
• Indigenous Studies
• Psychology

Background:

• Indigenous youth are disproportionately represented in the Australian criminal justice system.
• Limited understanding exists regarding differences in criminogenic risk and needs between Indigenous and non-Indigenous youth concerning reoffending.
• This study builds upon previous research to explore these disparities.

Purpose of the Study:

• To investigate differences in criminogenic risk and need profiles between Indigenous and non-Indigenous youth.
• To assess the predictive validity of a shortened Youth Level of Service/Case Management Inventory (YLS/CMI) for both groups.

Main Methods:

• Comparative analysis of criminogenic risk and need factors in a sample of 4,653 youth.
• Examination of the predictive validity of a shortened YLS/CMI in a subsample of 921 youth.

Main Results:

• Comparative analysis revealed potential differences in the types of criminogenic needs and how risk/needs are defined within an Indigenous context.
• A specific five-item combination of the YLS/CMI improved predictive accuracy (AUC) from approximately 0.65 to 0.73 for Indigenous youth.
• The same shortened YLS/CMI also improved predictive accuracy (AUC) from approximately 0.66 to 0.73 for non-Indigenous youth.

Conclusions:

• Findings suggest a need to critically examine criminogenic needs and risk assessment tools within Indigenous contexts.
• A shortened YLS/CMI demonstrates improved predictive validity for both Indigenous and non-Indigenous youth.
• Implications for research, policy, and interventions aimed at reducing Indigenous youth overrepresentation in the justice system are discussed.