Youth recidivism: youth self-report matters

Area of Science:

• Juvenile Justice Research
• Criminology
• Psychology

Background:

• Recidivism is broadly defined in juvenile justice, but operationalization varies significantly among researchers, policymakers, and clinicians.
• Existing research often assumes different measures of recidivism are interchangeable proxies for continued delinquent behavior.
• Systemic biases may influence how recidivism is measured, particularly for ethnoracial and gender minority youth.

Purpose of the Study:

• To examine the association between youth's self-reported delinquency and various legal contact metrics.
• To investigate gender-specific associations between delinquency and legal contact.
• To assess the feasibility of measuring recidivism as a latent variable and test for measurement invariance by gender.

Main Methods:

• Analyzed data from 401 youth (ages 12-18) with initial court contact over a 2-year follow-up.
• Examined three legal contact metrics: youth-reported arrests, caregiver-reported arrests, and official court charges.
• Employed latent variable modeling and confirmatory factor analysis to assess associations and measurement invariance.

Main Results:

• Youth self-reports of delinquency were most strongly associated with their own reported arrests.
• No significant between-group differences in legal contact measures were found based on gender or ethnoracial identity.
• Latent variable models revealed distinct factor structures for males and females, indicating a lack of gender-based measurement invariance.

Conclusions:

• Youth self-reported delinquency is a strong predictor of subsequent self-reported arrests.
• The relationship between legal contact variables is gender-specific, challenging a universal approach to measuring recidivism.
• Prioritizing youth-reported delinquency may offer a more accurate reflection of continued offending behavior.