Violent and sexual offences: a validation of the predictive quality of the PCL:SV in Switzerland

Used to diagnose psychopathy, the Psychopathy Checklist: Screening Version (PCL:SV) is still rarely used in the German-speaking part of Europe. The aim of the present study was to conduct a first-time evaluation of the predictive validity of the PCL:SV for sexual and violent recidivism in the German language area. PCL:SV scores for 96 violent and sexual offenders in Switzerland were assessed. These assessments were based on data taken from the forensic psychiatric expert opinions. The scores were then compared to subsequent recidivism as shown in the official criminal records. ROC analysis indicated a cut-off score of 14 for maximized overall predictive accuracy. Consistent with various results from past research in North America and Europe, the PCL:SV yielded a satisfying predictive accuracy (ROC area=.69). This degree of accuracy demonstrates the PCL:SV's usefulness for risk assessment of sexual and violent delinquency in the Swiss cultural and German language area.     

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.     

Using the Violence Risk Appraisal Guide (VRAG) to predict in-prison aggressive behavior in a Swiss offender population

The present study is a first-time evaluation of the Violence Risk Appraisal Guide's (VRAG) predictive quality for institutional violence in a German-speaking country. The VRAG was assessed for 106 violent and sexual offenders based on their files. Violent infractions during imprisonment were evaluated using the files of the state penitentiary. Results show in accordance with previous studies only a moderate effect between VRAG scores and institutional misconduct. However, these findings were only significant for participants with a sex crime as index offense. In the study, the VRAG was unable to predict verbal and physical violence by violent offenders. The implications of these findings for institutional risk management and the future development of intramural detection of participants at risk in the German-speaking part of Europe are discussed.     

The Risk Assessment Program and the Court of Penal Execution in the Province of Buenos Aires, Argentina

This study describes the working of a new system that supervises the execution of the punishment phase in the Province of Buenos Aires, Argentina; namely, the Court of Penal Execution, as well as the risk assessment program. It also reports the results of the violent recidivism baseline risk assessment carried out in candidates for conditional release. The cohort studied was recruited during 18 months in the Judicial Department of La Plata, taking into consideration psychopathological and criminological variables. The Psychopathy Checklist-Revised (PCL-R), the Historical, Clinical, and Risk Management--20 (HCR-20), and the Violence Risk Appraisal Guide (VRAG), among others, were used as measures. During the study period, 65 candidates for conditional release were part of the baseline assessment, and they constitute the population of this study. The measures' mean scores were PCL-R, 20.57; HCR-20, 18.58; VRAG, 12.17.     

HCR-20 violence risk assessments as a guide for treating and managing violence risk in a forensic psychiatric setting

Abstract

Over the past decades there has been a vast development in the research into risk factors for violence and the development of risk assessment instruments. One instrument that has been given special attention is the HCR-20 violence risk assessment scheme. However, little attention has been paid to the clinical applicability of this tool, i.e. how does this assessment scheme perform when utilized in clinical practice as a tool to guide intervention and management in order to alleviate risk of violent behaviour? The present study was a true prospective study into the utilization of the HCR-20 as a clinical routine. Data on forensic psychiatric patients (n = 81) from a forensic unit in Denmark are presented. As part of a clinical routine all patients were assessed for risk of future violence utilizing the structured professional judgement model, the HCR-20. Outcome measures were aggressive episodes during hospitalization and new convictions post discharge. The predictive validity of the HCR-20 was lower compared with previous findings. It is argued that this does not necessarily indicate poor predictive accuracy of the HCR-20. Rather, it may indicate that the HCR-20 is suitable for guiding risk management in order to prevent violent behaviour.     

The PCL-R and violent recidivism in a prospective follow-up of a nationwide sample of female offenders

Psychopathy has been linked to violent reoffending in men, but the findings in women have been contradictory. The aim of this study was to examine the predictive validity of the Psychopathy Checklist-Revised (PCL-R) for violent recidivism in a nationwide sample of female violent offenders. The offenders (n = 48) had been assessed by the PCL-R and were followed after their release from prison or a psychiatric hospital. The average follow-up period was 8 years. Of the offenders, 16 (33%) had been reconvicted of a violent crime. Current findings of the performance indicators did not support the use of the PCL-R as a predictive instrument assessing risk of violent recidivism in females. The findings indicate that impulsivity plays a crucial role in female violent recidivism and that the PCL-R should be used with caution in risk assessment with female populations.     

Accuracy of the static-99 in predicting recidivism in Switzerland

The Static-99 is a widely used actuarial risk assessment instrument. Various international validation studies have found satisfactory to good predictive validity for the Static-99, with the area under the curve (AUC) between 59% and 95%. This study is the first evaluation of the predictive accuracy of the Static-99 among sex offenders in Switzerland. The Static-99 scores of 69 violent/sex offenders in Switzerland were assessed using data from their psychiatric assessments. Recidivism was operationalized as reconviction assessed from penal records. The Static-99 risk levels were predictive for recidivism (AUC = .758) among our population. The results are discussed on the basis of the literature.     

Validity and reliability of the VRAG in a forensic psychiatric medium security population in Flanders

Since the development of the Violence Risk Appraisal Guide (VRAG), one of the most widely used actuarial risk assessment instruments, numerous replication studies have shown its usefulness in predicting (violent) recidivism among various offender populations. It is not clear, however, whether these findings can be generalized to forensic psychiatric patients admitted to a medium security forensic psychiatric unit in the Flemish part of Belgium. Therefore, the main aim of this study was to test the predictive validity and reliability of the VRAG in a sample of 191 Flemish medium security patients. The mean follow-up period was 2.4 years. Contrary to the expectations, the VRAG was unable to significantly predict any kind of outcome. Possible explanations are discussed and further research with the VRAG in Flanders, and its recently revised version, is recommended.     

Cross-Validation and Extension of the Violence Risk Appraisal Guide for Child Molesters and Rapists

A cross-validation of the Violence Risk Appraisal Guide was performed on a sample of 159 child molesters and rapists followed for an average of 10 years at risk The performance of the instrument was also examined on a 10-yr followup of 288 sex offenders that included both those in the original construction sample for the VRAG and the validation sample. The instrument performed as well as it had in construction for predicting violent recidivism in both the cross-validation and extended followup samples, and moderately well in the prediction of sexual recidivism. Survival analyses showed that child molesters exhibited higher risk of sexual recidivism than rapists or offenders against both children and adults, whereas the opposite was true for violent recidivism. As predicted, psychopathy and phallometrically determined sexual deviance exhibited a multiplicative interaction effect on sexual recidivism. Proportional hazards event history analyses supported the use of the VRAG for the prediction of violent recidivism among sex offenders.     

Applying a forensic actuarial assessment (the Violence Risk Appraisal Guide) to nonforensic patients

The actuarial Violence Risk Appraisal Guide (VRAG) was developed for male offenders where it has shown excellent replicability in many new forensic samples using officially recorded outcomes. Clinicians also make decisions, however, about the risk of interpersonal violence posed by nonforensic psychiatric patients of both sexes. Could an actuarial risk assessment developed for male forensic populations be used for a broader clientele? We modified the VRAG to permit evaluation using data from the MacArthur Violence Risk Assessment Study that included nonforensic male and female patients and primarily self-reported violence. The modified VRAG yielded a large effect size in the prediction of dichotomous postdischarge severe violence over 20 and 50 weeks. Accuracy of VRAG predictions was unrelated to sex. The results provide evidence about the robustness of comprehensive actuarial risk assessments and the generality of the personal factors that underlie violent behavior.     

Dynamic risk and sexual offending: the conundrum of assessment

ABSTRACT

The potential to reduce sexual victimisation, promote community safety, and decrease incarceration costs has resulted in considerable progress in terms of how we understand and predict sexual recidivism. And yet, the past decade has seen a degree of fragmentation emerge as research attention has shifted away from relative risk prediction (with its focus on static risk factors) to the identification of factors capable of reducing risk through intervention (i.e. dynamic risk). Although static and dynamic risk are often treated as orthogonal constructs [Beech, A. R., & Craig, L. A. (2012). The current status of static and dynamic factors in sexual offender risk assessment. Journal of Aggression, Conflict and Peace Research, 4(4), 169–185. doi:10.1108/17596591211270671], there are arguments to support a claim that the two are in fact functionally related [see Ward, T. (2015). Dynamic risk factors: Scientific kinds or predictive constructs. Psychology, Crime & Law (in 22(01–02), 2–16); Ward, T., & Beech, A. R. (2015). Dynamic risk factors: A theoretical dead-end? Psychology, Crime & Law, 21(2), 100–113. This discussion clearly affects how we assess dynamic risk. This review considered several commonly used methods of assessment and the evidence offered for their predictive accuracy. Of note were differences in the predictive accuracy of single psychometric measures versus composite scores of dynamic risk domains and the conventions used for establishing effect sizes for risk assessment tools.     

Violence risk profile of medium- and high-security NGRI offenders in Belgium

Under Belgian law, offenders not guilty by reason of insanity (NGRI) are committed by the courts to forensic mental health treatment. The use of violence risk assessment tools has become routine in these settings. However, there are no national statistics regarding violence risk assessment in the Belgian forensic population. A study was undertaken to collect risk assessment data (PCL-R, VRAG, HCR-20) on a large cohort of forensic patients committed to Medium Security units in the Flanders region and in High-Security units in the Walloon region. Flemish patients were expected to present a lower risk compared with their Walloon counterparts. Instead, data yielded by a structured risk assessment method demonstrate the opposite. Moreover, the majority of patients in Flemish facilities had committed violent offenses and were institutionalized for shorter periods whereas the majority of Walloon patients had committed sexual offenses and were institutionalized for markedly longer periods.     

Psychopathy (PCL-R) Predicts Violent Recidivism Among Criminal Offenders with Personality Disorders in Sweden

Psychopathy as conceptualized with Hare's Psychopathy Checklist Revised, PCL-R, has attracted much research during the 1990s. In the Scandinavian countries, few studies that empirically support the validity of North American risk assessment techniques in our regional context have been published. The purpose of this paper is to explore the predictive power of the PCL-R in a population of personality-disordered violent offenders subjected to forensic psychiatric evaluation in Sweden. Following release from prison (n = 172), discharge from forensic psychiatric treatment (n = 129), or probation (n = 51), a total of 352 individuals were followed for up to 8 years (mean = 3.7 years) with reconviction for violent crime as endpoint variable (base rate 34%). As the estimate of predictive power, the area under the curve of a receiver operating characteristic (AUC of ROC) analysis was calculated. For PCL-R scores to predict 2-year violent recidivism, AUC of ROC was .72 (95% CI: .66–.78). In addition, the personality dimension of psychopathy (Factor 1) and the behavioral component (Factor 2) both predicted 2-year recidivism significantly better than random: AUC of ROC .64 (95% CI: .57–.70) and .71 (95% CI: .65–.77), respectively. We conclude that psychopathy is probably as valid a predictor of violent recidivism in Swedish forensic settings as seen in previous North American studies.     

The parenting possible selves of young fathers in prison

Abstract

Even when motivated to desist from crime, many high-risk offenders fail quickly following release from prison. One cause may be a lack of preparation for release. Recent research with child-sex offenders has demonstrated that men who avoided reconvictions not only had better plans made for life on parole prior to their release, but plan quality also added significant incremental validity to the prediction of recidivism after controlling for both static and dynamic measures of risk. This study examined release planning in high-risk violent prisoners in an intensive cognitive-behavioural rehabilitation programme. We compared the predictive validity of plan quality with three well-validated risk assessment instruments. Men who were reconvicted had significantly higher scores on all three risk instruments and significantly poorer plans, but plan quality did not significantly improve prediction when risk was controlled. Plan quality was also significantly poorer in men who were reimprisoned, and did significantly improve prediction over and above each risk prediction instrument. Findings suggest that higher quality release plans may protect offenders from being quickly reimprisoned, despite high levels of assessed criminal risk, and that enhancing resources put into release planning may lead to improved parole outcomes.     

How useful are psychometric scores in predicting recidivism for treated sex offenders?

This study examined the relationship between psychometric test scores, psychometric test profiles, and sexual and/or violent reconviction. A sample of 3,402 convicted sexual offenders who attended a probation service-run sexual offender treatment programme in the community completed a battery of psychometric tests pre- and posttreatment. Using Cox regression, posttreatment scores on measures of self-esteem, an ability to relate to fictional characters, and recognition of risk factors were, individually, predictive of recidivism. When psychometric tests were grouped into dynamic risk domains, only the pretreatment scores of the domain labelled socioaffective functioning (SAF) predicted recidivism and added predictive power to a static risk assessment. The number of risk domains that were dysfunctional pretreatment also predicted recidivism outcome; however, this did not add predictive power to a static risk assessment tool. Possible explanations for the superiority of pre- over posttreatment scores in predicting reconviction are discussed, and directions for further research considered.     

Cross-validation of the risk matrix 2000 sexual and violent scales

The predictive accuracy of the newly developed actuarial risk measures Risk Matrix 2000 Sexual/Violence (RMS, RMV) were cross validated and compared with two risk assessment measures (SVR-20 and Static-99) in a sample of sexual (n= 85) and nonsex violent (n= 46) offenders. The sexual offense reconviction rate for the sex offender group was 18% at 10 years follow-up, compared with 2% for the violent offenders. Survival analyses revealed the violent offenders were reconvicted at twice the rate compared to sexual offenders. The RMV significantly predicted violent recidivism in the sex and combined sex/violent offender groups. Although the RMS obtained marginal accuracy in predicting sexual reconviction in the sex offender group, none of the scales significantly predicted sexual reconviction. An item analysis revealed four factors not included in the risk scales that were significantly correlated with sexual and violent reconviction. Combining these factors with Static-99, RMV, and RMS increased the accuracy in predicting sexual reconviction.     

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.     

Improving Risk Assessments for Sex Offenders: A Comparison of Three Actuarial Scales

The study compared the predictive accuracy of three sex offender risk-assessment measures: the RRASOR (Hanson, 1997), Thornton's SACJ-Min (Grubin, 1998), and a new scale, Static-99, created by combining the items from the RRASOR and SACJ-Min. Predictive accuracy was tested using four diverse datasets drawn from Canada and the United Kingdom (total n = 1301). The RRASOR and the SACJ-Min showed roughly equivalent predictive accuracy, and the combination of the two scales was more accurate than either original scale. Static-99 showed moderate predictive accuracy for both sexual recidivism (r = 0.33, ROC area = 0.71) and violent (including sexual) recidivism (r = 0.32, ROC area = 0.69). The variation in the predictive accuracy of Static-99 across the four samples was no more than would be expected by chance.     

A Comparative Test of Clinical Judgment Versus Actuarial Prediction of Future Violence

This study tested how graduate level psychology graduate students (n = 20) using the Adapted Violence Risk Appraisal Guide (Adapted VRAG) would do relative to practicing psychologists/psychiatrists (n = 16) using clinical judgment when predicting violence in 10 narratives from the MacArthur Violence Risk Assessment study (Monahan et al., The MacArthur violence risk assessment study. . Retrieved 10 Oct 2005). Results indicated that the practicing psychologists/psychiatrists made significantly more correct predictions than the master’s level students. The professional group demonstrated sensitivity levels of 77.7% and specificity of 96.3%. For the use of the adapted VRAG method by the graduate student group, specificity levels were modest at 54.0%. Sensitivity levels, however, were lower than earlier demonstrated levels at 58.0%. These findings are at variance with earlier reports comparing clinical and actuarial methods. The results may reflect the short amount of time the master’s level students were trained using the Adapted VRAG as well as the small number of participants in this study. Additional research comparing other professions is recommended, as well as examining if experience in the forensics field would affect one’s ability to predict violence.     

Predictive accuracy of static risk factors for Canadian Indigenous offenders compared to non-Indigenous offenders: implications for risk assessment scales

ABSTRACT

The over-representation of Indigenous offenders in Canadian prisons highlights the importance of research on the generalizability of potential static risk factors for this group. The current investigation examined whether 87 static indicators currently assessed in Canadian federal prisons were differentially present and related to outcomes (revocations, general recidivism, and violent recidivism) for Indigenous (n?=?1500) and non-Indigenous (n?=?6684) male federal offenders. The follow-up was eight months for revocations and five years for any/violent recidivism. Indigenous offenders scored significantly higher risk than non-Indigenous offenders on the majority of the indicators (particularly criminal history indicators). Generally, most criminal history indicators and some offence severity indicators predicted revocations, general, and violent recidivism for Indigenous offenders; however, several of the indicators had significantly lower accuracy for Indigenous offenders (particularly criminal history indicators). Overall, Indigenous offenders are a higher risk population and several static risk indicators do not perform as well for this group as for non-Indigenous offenders. Nonetheless, there were numerous static indicators that did predict outcomes for Indigenous offenders. The current findings suggest that it is possible to meaningfully assess static risk for recidivism among Indigenous offenders.