Static and Dynamic Patient Characteristics as Predictors of Criminal Recidivism: A Prospective Study in a Dutch Forensic Psychiatric Sample

If clinicians in forensic psychiatry want to reduce risk of reoffending in their patients, they require insight into dynamic risk factors, and evidence that these add predictive power to static risk indicators. Predictors need to be evaluated under clinically realistic circumstances. This study aimed to validate dynamic and static variables as predictors of reconviction in a naturalistic outcome study. Data on static and dynamic risk factors were collected for 151 patients discharged from Dutch forensic psychiatric hospitals. Community follow-up was prospective, with a 5.5 year minimum. A prediction model was developed using Cox regression analysis. The magnitude of the predictive power of this model was estimated using receiver operating characteristic (ROC) analysis. The final prediction model contained four static and no dynamic predictors. The model's ROC area under the curve was .79 (95% CI .69–.89). Clinical risk ratings were non-predictive. Post hoc analyses exploring the influence of subgroups of patients did not yield better models. It is concluded that a small set of static predictors yielded a good estimate of future reconvictions; inclusion of dynamic predictors did not add predictive power.     

累犯的前提条件：犯罪还是刑罚？——对《刑法修正案（八）》第6条的解读

《刑法修正案（八）》第6条的用语特征能引发我们反思通说对累犯前提的界定。通过语义分析,《刑法》第65条的＂但书＂仅对后罪起限制作用。从实质层面分析,主观恶性、人身危险性都不是累犯的本质特征,累犯的本质在于行为人的自由刑钝感。因此,累犯前提条件的重心是受刑的经历,累犯并不关心前罪的罪责类型与主体年龄。作为过失犯罪或未成年人犯罪结果的刑罚执行,也可以作为累犯的前提。     

Prospective Replication of the Violence Risk Appraisal Guide in Predicting Violent Recidivism Among Forensic Patients

An exhaustive survey of a cohort of forensic patients provided an opportunity for a prospective replication of the predictive accuracy of the Violence Risk Appraisal Guide (VRAG). Data collected during the original survey also permitted a test of the predictive accuracy of clinical assessments of risk on the same cohort. The VRAG yielded a large effect size in predicting violent recidivism (ROC area = .80) over a constant 5-year follow-up and performed significantly better than averaged clinical opinions. The superiority of the VRAG was also observed at very short follow-up times and for very serious violence. Moreover, for 16 subsamples, observed rates of violent recidivism did not differ significantly from the expected rates. VRAG score was unrelated, and clinical judgments inversely related to violent recidivism in the small low-risk sample of female forensic patients. The authors conclude that, regardless of length of opportunity or severity of outcome, actuarial methods are more accurate than is clinical judgment.     

The predictive validity of youth violence risk assessment tools: a systematic review

ABSTRACT

This paper reports the findings of a systematic search of published literature which reports the predictive validity of violence risk assessment tools specifically designed for use with youth. A total of 38 studies, involving 9,307 participants, reported data for six different tools; the most common of which were the SAVRY and the YLS/CMI. Each of the tools demonstrated at least moderate levels of predictive validity, with the predictive validity of several newer assessment tools yet to be established. The results provide an up-to-date overview of the state of knowledge in an area in which practitioners make choices about which tools to use on an almost daily basis. It is important that practitioners are aware of the strength of evidence that is available to support the choice of violence risk assessment tools and the interpretation of results.     

Desistance and Legitimacy: The Impact of Offender Notification Meetings on Recidivism among High Risk Offenders

Legitimacy-based approaches to crime prevention assume that individuals will comply with the law when they believe that the law and its agents are legitimate and act in ways that are “fair” and “just.” Currently, legitimacy-based programs are shown to lower aggregate levels of crime; yet, no study has investigated whether such programs influence individual offending. Using quasi-experimental design and survival analyses, this study evaluates the effectiveness of one such program—Chicago’s Project Safe Neighborhoods’ (PSN) Offender Notification Forums—at reducing individual recidivism among a population of returning prisoners. Results suggest that involvement in PSN significantly reduces the risk of subsequent incarceration and is associated with significantly longer intervals that offenders remain on the street and out of prison. As the first study to provide individual-level evidence promoting legitimacy-based interventions on patterns of individual offending, out study suggests these interventions can and do reduce rates of recidivism.     

单位累犯问题研究

累犯制度作为一项基本的刑罚制度,已经为世界各国所广泛认同,但我国刑法没有将单位累犯加以规定,可以说是立法的不足之处.本文从设立单位犯罪的理由、成立的条件、具体实施中应注意的问题等几个方面提出了自己的观点.     

Criminal Recidivism Among Juvenile Offenders: Testing the Incremental and Predictive Validity of Three Measures of Psychopathic Features

We studied the predictive, comparative, and incremental validity of three measures of psychopathic features (Psychopathy Checklist: Youth Version [PCL:YV]; Antisocial Process Screening Device [APSD]; Childhood Psychopathy Scale [CPS]) vis-à-vis criminal recidivism among 83 delinquent youth within a truly prospective design. Bivariate and multivariate analyses (Cox proportional hazard analyses) showed that of the three measures, the CPS was most consistently related to most types of recidivism in comparison to the other measures. However, incremental validity analyses demonstrated that all of the predictive effects for the measures of psychopathic features disappeared after conceptually relevant covariates (i.e., substance use, conduct disorder, young age, past property crime) were included in multivariate predictive models. Implications for the limits of these measures in applied juvenile justice assessment are discussed.     

Coordinated Community Intervention for Domestic Abusers: Intervention System Involvement and Criminal Recidivism

This study examined prosecution and post-prosecution elements of a coordinated community intervention approach to male perpetrators of adult domestic violence. In a sample of 235 cases, recidivism was assessed from official criminal justice data during a 12- to 18-month period after cases were initially handled by the Baltimore, Maryland State's Attorney's Domestic Violence Unit. Court orders for domestic violence counseling were associated with significantly lower criminal recidivism for battery or violation of a civil order of protection. Lower criminal recidivism was also associated with the cumulative effects of successful prosecution, probation monitoring, receiving a court order to counseling, attending counseling intake, and completion of counseling. Individuals with greater involvement in this intervention system had lower recidivism rates, even though offenders with more extensive abuse histories experienced more intervention. Results provide qualified support for coordinated community intervention for domestic violence perpetrators.     

The differential predictive validity of the Youth Level of Service/Case Management Inventory: the role of gender

Most criminogenic risk assessments are developed and empirically validated on samples of boys or samples comprised of mostly boys, and subsequently applied to girls. Using a sample of male (n = 1,267) and female (n = 453) probationers, the purpose of the current study was to examine the potentially differential performance of the Youth Level of Service/Case Management Inventory (YLS/CMI) and the instrument’s eight domains for female juvenile offenders. Findings revealed gender differences in the predictive validity of the YLS/CMI in which girls scored significantly higher on the risk assessment, but recidivated at significantly lower rates than boys two years following the administration of the assessment. The predictive validity of the instrument was impacted by these gender differences in which the YLS/CMI total score was a better predictor of recidivism for boys (area under the curve (AUC) = .623) than girls (AUC = .565). The only subscales that significantly predicted recidivism for girls were the family (AUC = .607) and personality (AUC = .572) domains, whereas all of the subscales significantly predicted recidivism for boys. Directions for future research as well as gender-responsive assessment, programming, and policy implications are discussed.     

关于完善重新犯罪防治政策出台机制的思考

我国重新犯罪率呈上升趋势,且日益突出,制定科学有效的重新犯罪防治政策已经摆在我们面前。然而,在目前,支持重新犯罪防治政策制定的平台建设不尽人意。没有一个好的政策制定平台,不可能有好的政策出台。为提高重新犯罪防治政策制定的科学水准,国家应当考虑建设与完善下面平台：重新犯罪信息发布平台,智囊库。     

Prediction of violent and sexual offences: A replication study of the VRAG in Switzerland

Abstract

The Violence Risk Appraisal Guide (VRAG) is a widely used actuarial risk assessment instrument and has been validated in different countries. However, there is no investigation supporting the predictive accuracy of the VRAG in the German language area. The VRAG scores of 79 violent and sexual offenders in Switzerland were assessed based on data from their psychiatric expert opinions. The VRAG scores were compared to subsequent recidivism as shown in the official criminal records. Consistent with past research in the English language area, the VRAG yielded a satisfying predictive accuracy (ROC area = .73), demonstrating its usefulness for risk assessment of violent delinquency in the Swiss cultural and German language area.     

Criminal Recidivism After Forensic Psychiatric Treatment. A Multicenter Study on the Role of Pretreatment,Treatment-Related,and Follow-Up Variables

This study examined associations between criminal recidivism after discharge from forensic treatment and variables related to either the time before the current forensic treatment, or the current forensic treatment, or the follow-up after discharge. Participants were treated in 12 forensic clinics according to section 63 of the German penal code. A patient was classified as a criminal recidivist when the patient or the aftercare reported that the patient was delinquent at follow-up. Patients without criminal recidivism were patients for which both perspectives (patient and aftercare) reported no delinquency at follow-up. Mann–Whitney U-tests and Fisher's exact tests were performed. Data to classify patients were available for N = 249 patients. Fifteen patients (6%) were classified as criminal recidivists. The follow-up was M = 12.58 (SD = 1.84) months, and the criminal acts occurred M = 6.00 (SD = 5.55) months after discharge. Differences between patients with and without criminal recidivism were found in pretreatment (young age at first crime, early onset of mental disorder, previous forensic treatments), treatment-related (disorder due to psychoactive substance use, gradual release abuses, outbreaks, assaults against staff, criminal act during treatment, type of discharge, outcome ratings), as well as follow-up variables (no specified housing situation, not being abstinent from psychoactive substances, inpatient readmission, course of outpatient treatment, course of mental disorder) (all p < 0.05). To conclude, it is important to consider variables related to the time before the current treatment, treatment-related variables, and variables related to the follow-up to identify the patients at risk of criminal recidivism after discharge from forensic treatment.     

The Effect of Racial Inequality on Black Male Recidivism

Macrostructural opportunity theorists posit that the unequal distribution of economic resources across racial groups promotes animosities among disadvantaged minorities, disrupts community integration, and fosters criminal activity. Guided by this framework, we hypothesize that Black ex‐prisoners who reenter communities with high levels of racial inequality are more likely to commit new crimes. Support for this argument is found for a large group of males (N = 34,868) released from state prisons to 62 counties in Florida over a 2‐year period. We also find evidence that racial inequality amplifies the adverse effects of person‐level risk factors on recidivism for Black ex‐inmates. In comparison, the effect of inequality on White male recidivism is far less meaningful. These findings underscore the need for researchers to consider social context when studying recidivism among Black males, and also support the efforts of correctional reformers who advocate for state resources to assist prisoner reentry.     

A Criminal Career Study of the Continuity and Discontinuity of Sex Offending during the Adolescence-Adulthood Transition: A Prospective Longitudinal Study of Incarcerated Youth

Longitudinal research has seriously challenged assumptions that juvenile sex offenders (JSO) are characterized by high level of dangerousness, mental health problems, and crime specialization in sex offenses. The current study examines the longitudinal pattern of offending among a sample of JSO and a sample of juvenile nonsex offenders. The research design includes longitudinal data over a nine-year period allowing the examination of offending patterns and the crime mix from age 12 to age 23. The findings highlight that, while JSO are prone to persist offending in adulthood, there is limited continuity of sex offending. Further, the findings stress the importance of taking into account nonsexual juvenile delinquency, more specifically, youth violence, to make a better assessment of early adult offending outcomes of JSO.     

The Path of Least Desistance: Inmate Compliance and Recidivism

Scholars have speculated that inmate behavior may provide a signal about the probability of desistance. One such signal may be the successful avoidance of prison infractions or the cessation of them during the course of incarceration. Drawing on studies of prison socialization, recidivism, and desistance, we assess whether patterns of inmate misconduct throughout the course of incarceration provide insight into the likelihood of a successful transition back into society. Specifically, using data on a cohort of state prisoners, this study examines whether, after controlling for potential confounders, inmate misconduct trajectories predict recidivism. The analyses indicate both that unique misconduct trajectories can be identified and that these trajectories predict the probability of recidivism and desistance net of factors associated with recidivism. Results of the study lend support to scholarship on desistance and signaling, which emphasizes the salience of in-prison experiences for understanding reentry and, in particular, reoffending.     

Examining Prison Effects on Recidivism: A Regression Discontinuity Approach

The “get-tough” era of punishment led to exponential growth in the rate of incarceration in the United States. Recent reviews of the literature indicate, however, that limited rigorous research exists examining the effect of imprisonment on the likelihood of future offending. As a result, scholars have called for assessment of this relationship, while using methodologies that can better account for selection effects. This study addresses these calls directly by applying regression discontinuity, a methodology well suited to account for selection bias, on a cohort of felony offenders in Florida. Results suggest that prison, as compared to non-incarcerative sanctions, has no appreciable impact on recidivism. Although no differential effects surfaced across race/ethnicity, the analyses indicated that imprisonment exerts a differential effect by gender with the effect being more criminogenic among males than females.     

Predictive Validity of the SVR-20 and Static-99 in a Dutch Sample of Treated Sex Offenders

In this retrospective study, the interrater reliability and predictive validity of 2 risk assessment instruments for sexual violence are presented. The SVR-20, an instrument for structured professional judgment, and the Static-99, an actuarial risk assessment instrument, were coded from file information of 122 sex offenders who were admitted to a Dutch forensic psychiatric hospital between 1974 and 1996 (average follow-up period 140 months). Recidivism data (reconvictions) from the Ministry of Justice were related to the risk assessments. The base rate for sexual recidivism was 39%, for nonsexual violent offenses 46%, and for general offenses 74%. Predictive validity of the SVR-20 was good (total score: r = .50, AUC = .80; final risk judgment: r = .60, AUC = .83), of the Static-99 moderate (total score: r = .38, AUC =.71; risk category: r = .30, AUC = .66). The SVR-20 final risk judgment was a significantly better predictor of sexual recidivism than the Static-99 risk category.     

Role-Taking and Recidivism: A Test of Differential Social Control Theory

This research measures group differences in recidivism before and after implementation of Megan’s Law. The pre–post study consists of a total of 550 male sex offenders released during the years 1990 and 2000, of which 250 offenders were released during 1990 and 1994 (i.e., the pre‐Megan’s Law group) and 300 offenders were released between 1995 and 2000 (i.e., the post‐Megan’s Law group). Offenders were released from a general population setting and a sex offender specific treatment facility. The main variables of concern include: (1) recidivism levels, (2) days to first re‐arrest, and (3) level of harm (i.e., number of sex offenses, violent offenses, and number of child victims). Statistical findings from chi‐square and survival analysis testing indicate significant group differences on levels of general recidivism; however, no significant differences were identified on measures of sex offense recidivism. Implications of these findings on sex offender specific policies are discussed.