Prediction of Recidivism With the Youth Level of Service/Case Management Inventory (Reduced Version) in a Sample of Young Spanish Offenders

2017 ◽  
Vol 62 (11) ◽  
pp. 3562-3580 ◽  
Author(s):  
Keren Cuervo ◽  
Lidón Villanueva

Intervention in youth recidivism is critical in helping prevent young people from continuing their criminal career into adulthood, on a life-course-persistent trajectory. Andrews and Bonta attempt to provide an explanation of risk and protective factors using a conversion of the Youth Level of Service/Case Management Inventory (YLS/CMI), which predicts recidivism. In this study, scores have been obtained from 382 adolescents ( M age = 16.33 years) from the juvenile court, to check the ability of a reduced version of the YLS/CMI, to predict recidivism. The outcome variables for recidivism were examined in the 2-year follow-up period, after their first assessment in the court. The risk factors showed good levels of recidivism prediction. Recidivists obtained significant higher mean total risk scores than nonrecidivists in the reduced ( M = 6.54, SD = 2.44; M = 3.66, SD = 2.85), with areas under the curve (AUCs) ranging from .601 to .857. The factors that emerged as the most discriminative were education/employment, criminal friends, and personality. All the protective factors differentiated between recidivists and nonrecidivists. The results, therefore, showed that this reduced version would be capable of predicting youth recidivism in a reliable way.

2018 ◽  
Vol 62 (13) ◽  
pp. 4108-4123
Author(s):  
Lidón Villanueva ◽  
Keren Cuervo

This study aimed to examine the impact of the educational measure of confinement in juvenile detention center versus probation, on adult recidivism. Participants were 264 youths with a disciplinary record in the Juvenile Court ( M = 16.5), who were sentenced to custody in a juvenile closed detention center or to probation. The risk levels were assessed using the YLS/CMI Inventory (Youth Level of Service/Case Management). A follow-up period for studying these two groups into adulthood was carried out to register possible adult recidivism. The results showed that probation was more effective in reducing subsequent adult offences than the deprivation of liberty. The variable risk level also appears to be a significant factor, improving the predictive model of adult recidivism.


Author(s):  
Aitana Gomis-Pomares ◽  
Lidón Villanueva ◽  
Juan E. Adrián

Despite the increasing interest in the accuracy of youth risk assessment tools, the amount of research with ethnic minorities remains relatively modest. For this reason, the main goal of this study was to assess the predictive validity and disparate impact of the Youth Level of Service/Case Management Inventory (YLS/CMI) in a Spanish ethnic minority. The participants consisted of 88 Roma youth offenders and 135 non-Roma youth offenders, aged between 14 and 17 years old. Their risk of recidivism was assessed by means of the YLS/CMI Inventory and their recidivism rate was obtained from the Juvenile Justice Department. Results showed that the Inventory presented slightly lower predictive validity for the Roma group. Moreover, Roma juveniles presented higher risk scores and lower strength scores than non-Roma juveniles. These results supported the idea that professionals must therefore be aware of these cultural differences in predictive validity and the existent potentiality for disparate impact.


2019 ◽  
Vol 63 (10) ◽  
pp. 1914-1930 ◽  
Author(s):  
L. Villanueva ◽  
A. Gomis-Pomares ◽  
J. E. Adrián

This study was conducted to assess the predictive validity of the Youth Level of Service/Case Management Inventory (YLS/CMI) in young offenders of Arab descent, living in Spain. To address this subject, the Inventory was administered to a sample of Arab minor offenders ( N = 116), and results were compared to a sample of non-Arab minor offenders ( N = 140), who were all aged between 14 and 17 years. The charges filed after the date of the first assessment carried out by the Youth Offending Team were coded during the follow-up period (2012-2017). The Inventory showed a similar predictive validity for both groups. However, the values were always slightly higher in the non-Arab group than in the Arab group. With subtle cultural differences, the YLS/CMI seems to be a risk instrument capable of predicting recidivism among Arab young offenders.


2018 ◽  
Vol 45 (6) ◽  
pp. 820-839 ◽  
Author(s):  
Andrew J. McGrath ◽  
Anthony P. Thompson ◽  
Jane Goodman-Delahunty

The predictive validity for the Australian Adaptation of the Youth Level of Service/Case Management Inventory was tested in a large sample ( N = 4,401) of community-based juvenile offenders in New South Wales, Australia. First, we compared gender and ethnic subgroups on domain, total scores, and predictive validity. Both similarities and modest differences emerged in mean scores across subgroups. The pattern of predictive validity results showed comparable indices by gender and ethnic subgroups. Second, we supplemented our quantitative method with a review of 26 case files with the lowest risk scores and a 1-year reoffense, and 25 case files with the highest risk scores and no 1-year reoffense. We discuss implications of the findings for improving the predictive validity and practical utility of risk–need assessment with juvenile offenders.


2021 ◽  
Vol 10 (Supplement_1) ◽  
Author(s):  
SR Thangasami ◽  
JS Prajapati ◽  
GL Dubey ◽  
VR Pandey ◽  
PM Shaniswara ◽  
...  

Abstract Funding Acknowledgements Type of funding sources: None. Introduction Advances in the immediate management of ST elevation myocardial infarction (STEMI) have led to a dramatic decline in mortality and reduction in hospital length of stay (LOS). We analysed the prognostic value of selected risk models in STEMI treated with primary percutaneous coronary intervention (PPCI) and to identify additional parameters to strengthen risk scores in categorizing patients for safe early discharge and to identify parameters prolonging hospital stay. Purpose To assess parameters and risk scores to categorize patients for safe early discharge following STEMI and to assess the composite of death, MI, unstable angina (UA), stroke, unplanned hospitalization at the end of 30 days, 6 months and at 1year follow up. Methods The study included 222 patients, who were diagnosed as STEMI, treated with successful pPCI. The risk scores like TIMI score, GRACE score, ZWOLLE score, CADILLAC score were calculated for all patients from the baseline clinical data collected on admission. Routine blood investigations along with Brain natri-uretic peptide (BNP) were done for all patients. The entire cohort was divided into three groups on the basis of length of stay: ≤3 days (n = 150), 4–5 days (n = 47), and >5 days (n = 25). All-cause mortality and major cardiovascular events (MACEs) were assessed up to 1 year. Results The mean age group (yrs) of the study population was 53.92 ± 12.9. Patients in LOS <3 days had a mean age (yrs) of 52.41 ± 11.74, patients in LOS 4-5 days group had 54.19 ±13.59 and patient with LOS >5 days had 62.52 ± 15.32. The most important parameters that predicted hospital stay in our study are BNP levels OR: 1.003, 95% CI: 1.002-1.004, P < 0.001, GRACE score OR: 1.02 ,95% CI: 1.01-1.03, P < 0.001, TIMI score OR: 1.35, 95% CI: 1.18-1.55, P = 0.007, ZWOLLE score OR: 1.26, 95% CI: 1.16-1.37, P < 0.001, CADILLAC score OR: 1.24, 95% CI; 1.15-1.3: P < 0.001. 32 (14.4%) patients expired in the study population. 36% patients of LOS >5 days expired in 1year follow up with maximum mortality in the first 6 months. 56% of the patients in LOS > 5 days had an adverse cardiac event in 1 year follow up. Patients in LOS >5 days had increased event rates in 30 days,6 months and in 1 year follow up. Patients with LOS 4-5 days (30%) had increased event rates than patients in LOS < 3 days (19%).Unadjusted Kaplan Meir survival curves for 1 year mortality among hospital survivors showed a significant increase in mortality at 6 months in length of stay> 5 days group. (P value < 0.001). CONCLUSION Long hospital stay after PCI among patients with STEMI was associated with increased long-term all-cause mortality. Addition of BNP to this risk scores can better predict the course of hospital stay and adverse clinical outcomes in follow up. Long hospital stay may be used as a marker to identify patients at higher risk for long-term mortality. Abstract Figure. Kaplan meir survival curve


2021 ◽  
Vol 19 (1) ◽  
Author(s):  
Runzhen Chen ◽  
Chen Liu ◽  
Peng Zhou ◽  
Yu Tan ◽  
Zhaoxue Sheng ◽  
...  

Abstract Background Associations between D-dimer and outcomes of patients with acute coronary syndromes (ACS) remain controversial. This study aimed to investigate the prognostic value of D-dimer in ACS patients treated by percutaneous coronary intervention (PCI). Methods In this observational study, 3972 consecutive patients with ACS treated by PCI were retrospectively recruited. The X-tile program was used to determine the optimal D-dimer thresholds for risk stratifications. Cox regression with multiple adjustments was used for outcome analysis. Restricted cubic spline (RCS) analysis was performed to assess the dose-response association between D-dimer and outcomes. The C-index was calculated to evaluate the additional prognostic value of D-dimer when added to clinical risk factors and commonly used clinical risk scores, with internal validations using bootstrapping methods. The primary outcome was all-cause death. Results During a median follow-up of 720 days, 225 deaths occurred. Based on the thresholds generated by X-tile, ACS-PCI patients with median (420–1150 ng/mL, hazard ratio [HR]: 1.58, 95 % confidence interval [CI]: 1.14–2.20, P = 0.007) and high (≥ 1150 ng/mL, HR: 1.98, 95 % CI: 1.36–2.89, P < 0.001) levels of D-dimer showed substantially higher risk of death compared to those with low D-dimer (< 420 ng/mL). RCS analysis depicted a constant relation between D-dimer and various outcomes. The addition of D-dimer levels significantly improved risk predictions for all-cause death when combined with the fully adjusted models (C-index: 0.853 vs. 0.845, P difference = 0.021), the GRACE score (C-index: 0.826 vs. 0.814, P difference = 0.027), and the TIMI score (C-index: 0.804 vs. 0.776, P difference < 0.001). The predicted mortality at the median follow-up (two years) was 1.7 %, 5.2 %, and 10.9 % for patients with low, median, and high D-dimer, respectively, which was well matched with the observed mortality (low D-dimer group: 1.2 %, median D-dimer group: 5.2 %, and high D-dimer group: 12.6 %). Conclusions For ACS patients treated by PCI, D-dimer level was an independent predictor for adverse outcomes, and provided additional prognostic value when combined with clinical risk factors and risk scores. Risk stratifications based on D-dimer was plausible to differentiate ACS-PCI patients with higher risk of death.


2005 ◽  
Vol 32 (3) ◽  
pp. 329-344 ◽  
Author(s):  
Fred Schmidt ◽  
Robert D. Hoge ◽  
Lezlie Gomes

The Youth Level of Service/Case Management Inventory (YLS/CMI) is a structured assessment tool designed to facilitate the effective intervention and rehabilitation of juvenile offenders by assessing each youth’s risk level and criminogenic needs. The present study examined the YLS/CMI’s reliability and validity in a sample of 107 juvenile offenders who were court-referred for mental health assessments. Results demonstrated the YLS/CMI’s internal consistency and interrater reliability. Moreover, the instrument’s predictive validity was substantiated on a number of recidivism measures for both males and females. Limitations of the current findings are discussed.


2016 ◽  
Vol 14 (1) ◽  
pp. 24-44 ◽  
Author(s):  
Valerie R. Anderson ◽  
Brinn M. Walerych ◽  
Nordia A. Campbell ◽  
Ashlee R. Barnes ◽  
William S. Davidson ◽  
...  

The increasing proportion of girls in the juvenile justice system has prompted courts to develop gender-responsive services. The present study examined data from a mid-sized county juvenile court to examine the effects of a group home intervention for girls. The study compared group home participants ( n = 172) with girls who did not receive group home treatment ( n = 814) using propensity score matching (PSM). Girls who received group home treatment were significantly less likely to re-offend in the 2-year follow-up period. Policy and practice implications for gender-responsive services as well as future directions for research are discussed.


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