Justice systems depend on risk assessment instruments to identify juveniles who have the greatest likelihood to re-offend. This study was an attempt to validate the Youth Level of Service/Case Management Inventory as a predictor of re-offense for young offenders between the ages of 10 and 16. Although 26% of youth in the sample ( n = 328) re-offended, there were significant differences in offense rates among juveniles classified as high risk, moderate risk, and low risk. The YLS/CMI also had a high correct classification rate, which was reflected in an AUC of .62. Finally, youth of different risk levels also showed differences in time to re-offense rates. Results indicate further study of the YLS/CMI's validity with girls and minorities is necessary. Furthermore, risk prediction could be improved by inclusion of ecological predictive variables related to delinquency.
This study validated a widely used risk assessment measure, the youth level of service/case management inventory (YLS/CMI), as a predictor of both delinquent reoffense and repeat truancy offenses in a court-involved truant sample (n ¼ 308). The YLS/CMI performed adequately well at predicting delinquent reoffense, yielding an area under the curve (AUC) of .617 (p < .05); however, the analysis did not indicate any significant relationship between the YLS/CMI risk score and the repeat truancy offense. This study also used cluster analysis to identify five combinations of risk factors that were prevalent in the truant sample. These findings have value to justice and education systems as it determined the potential of this instrument as a truancy prevention tool. It also provided a typology system for classifying offenders based on eight domains of criminogenic risk, paving the way for interventions focused on specific patterns of risk found in this subpopulation of juvenile offenders.
Research Summary
In this study, we examine the interaction between race, gender, and risk assessment score on risk for recidivism. We used the Youth Level of Service/Case Management Inventory (YLS/CMI) to measure criminogenic risk among a sample of delinquent youth. The results of multivariate Cox regression revealed a significant interaction between race, gender, and risk score when predicting recidivism. The findings indicated that the slope of the relationship between risk score and recidivism differed significantly for Black youth as compared with White youth and that this interaction was even more pronounced for the subsample of males. These findings suggest that there may be social or other policy/enforcement‐related factors that increase risk for recidivism for Black youth.
Policy Implications
We found that although there were no differences in overall risk score across White and Black youth, Black males were at increased risk for future recidivism. These findings should inform practice and policies in four primary ways. First, court practitioners, like juvenile court officers and judges, should pay special attention to responsivity factors that may minimize barriers to treatment and success. Second, court officers and service providers should implement policies that require tracking how risk assessment information is used in the decision‐making process. Third, the use of reassessments to monitor changes in dynamic criminogenic risk is necessary. Finally, future research should be aimed at investigating the extent to which policies, practices, and enforcement moderate the validity of risk assessment tools across race and gender.
Research suggests that children with involved and engaged fathers tend to have more positive outcomes relative to physical, cognitive, and social emotional health. Of children who become involved in the child welfare system, involving multiple parents in the case (e.g. mother and father) often results in a greater chance of a child returning home, fewer placement episodes, and reduced trauma that may be caused by separation anxiety. With the rise of single parenting homes (which are mostly maternal) in the United States, child welfare agencies are examining the efficacy of engaging multiple caregivers (esp. fathers) in the child welfare process. Research suggests that in order to involve fathers in child welfare processes, practices and policies must be intentional in implementing systems and protocols that encourage involvement of all parents regardless of relationship status of the parents. However, few child welfare agencies are required to inquire about fathers or involve fathers in the child's case. The purpose of this paper is to highlight efforts of the Connecticut Comprehensive Outcome Review (CCOR) process and discuss challenges and lessons learned from interviews and listening forums/focus groups that included social workers and fathers who are involved in the child welfare system in the state of Connecticut. Recommendations and considerations on engaging and involving fathers are discussed.
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