What is grievance thinking and how can we measure this in sexual offenders?

Purpose. This study proposes and examines a three‐stage model of the grievance process, one of the dynamic risk factors related to risk of sexual recidivism, and aims to evaluate some of the existing measures of this construct. Methods. The research used a sample of 322 male sexual offenders who had completed a cognitive–behavioural programme that aims to reduce recidivism in higher‐risk sexual offenders (as measured using a static actuarial tool). Participants completed two questionnaires measuring aspects of grievance thinking pre‐ and post‐treatment. Results. The results indicated some support for stages 1 and 2 of the proposed model. Contrary to the study hypotheses, results indicated that both measures used have similar psychometric properties. Pre‐ to post‐change analyses suggest that the custodial treatment programme may be having some effect on grievance thinking. However, generally offenders' scores on both measures were low pre‐ and post‐treatment and as a result, according to individual change analyses, the majority did not demonstrate reliable or clinically significant change. Those who were classed as high scorers on either measure did, however, demonstrate such change. Conclusions. Further exploration of a three‐stage model of grievance is warranted. It appears that current measures of grievance in sexual offenders are not adequate to capture this concept fully.     

The impact of pre-treatment responsivity and treatment participation on violent recidivism in a violent offender sample

This study assessed whether pre-treatment responsivity (psychopathy, motivation to attend treatment, denial and minimisation of offending behaviour, and feelings of guilt or shame) predicted violent recidivism and/or moderated the effectiveness of a violence intervention programme. Participants were 114 male violent offenders who were referred to a structured violent offender group treatment programme; 84 offenders commenced the programme. Results showed that treatment completion did not have a significant main effect on recidivism but that psychopathy scores moderated the effects of treatment. Offenders with high scores on the Psychopathy Checklist: Screening Version (PCL:SV) who were rated as having good engagement with treatment, or who completed treatment, had similar violent recidivism rates compared to offenders with low PCL:SV scores. In contrast, offenders with high PCL:SV scores who dropped out of treatment or were poorly engaged had significantly higher rates of violent recidivism. These findings indicate that treatment effectiveness could be enhanced, and greater reductions in recidivism achieved, if programmes find ways to engage and maintain psychopathic offenders in treatment.     

The significance of offending behavior for predicting sexual recidivism among sex offenders of various age groups

Based on a sample of 682 male sex offenders, this study investigated variables of the offending behavior for predicting sexual recidivism in different age groups. The sex offenders were allocated into four age groups. For each group, those characteristics of offending behavior showing a significant bivariate correlation with sexual recidivism were extracted. Using logistic regression, we then analyzed their incremental validity above and beyond a previously developed Crime Scene Behavior Risk (CBR)-Score, which measures the risk of sexual recidivism without taking into account the offenders' age (Dahle, Biedermann, Gallasch-Nemitz, & Janka, 2010). Age-specific offending behavior variables with incremental validity were combined with the general CBR-Score into age-specific scores and examined for their predictive accuracy. We also analyzed the extent in which these age-specific scores showed incremental validity above and beyond the Static-99 (Hanson & Thornton, 1999). For three of the four age groups, age-specific Crime Scene Behavior Risk-Scores could be determined which were incrementally valid above and beyond the Static-99. Predictive accuracy varied between AUC=.74 and AUC=.90 (r=.28 to r=.49) depending on age group. The results are discussed within context of recent findings on the latent dimensions of actuarial risk assessment variables.     

LIFE SPAN OFFENDING TRAJECTORIES OF A DUTCH CONVICTION COHORT*

The aim of this paper is to describe the development of criminal behavior from early adolescence to late adulthood based on conviction data for a sample of Dutch offenders. Measuring over an age span of 12 to 72, we ask whether there is evidence for (1) criminal trajectories that are distinct in terms of time path, (2) a small group of persistent offenders, (3) criminal trajectories that are distinct in the mix of crimes committed, or, more specifically, persistent offenders disproportionately engaging in violent offences, and (4) different offender groups having different social profiles in life domains other than crime. The analysis is based on the conviction histories of the Dutch offenders in the Criminal Career and Life Course Study. Four trajectory groups were identified using a semi‐parametric, group‐based model: sporadic offenders, low‐rate desisters, moderate‐rate desisters and high‐rate persisters. Analyses show that high‐rate persisters engage in crime at a very substantial rate, even after age 50. Compared to other trajectory groups the high‐rate persistent trajectory group disproportionately engages in property crimes rather than violent crimes. Also, these distinct trajectories are found to be remarkably similar across age cohorts.     

ARREST TRAJECTORIES ACROSS A 17‐YEAR SPAN FOR YOUNG MEN: RELATION TO DUAL TAXONOMIES AND SELF‐REPORTED OFFENSE TRAJECTORIES*

The purpose of this study was to evaluate the impact of different operationalizations of offending behavior on the identified trajectories of offending and to relate findings to hypothesized dual taxonomy models. Prior research with 203 young men from the Oregon Youth Study identified six offender pathways, based on self‐report data (Wiesner and Capaldi, 2003). The current study used official records data (number of arrests) for the same sample. Semiparametric groupbased modeling indicated three distinctive arrest trajectories: high‐level chronics, low‐level chronics, and rare offenders. Both chronic arrest trajectory groups were characterized by relatively equal rates of early onset offenders, which indicates, therefore, some divergence from hypothesized dual taxonomies. Overall, this study demonstrated limited convergence of trajectory findings across official records versus selfreport measures of offending behavior.     

Risk-Need-Responsivity applications of the MMPI-2 in sexual offender assessment

The present investigation examined the risk, need, and responsivity (RNR) correlates of MMPI-2 scores in a Canadian sample of 349 federally incarcerated sex offenders, followed up prospectively 19 years post-release. In terms of responsivity indicators, more serious profile patterns were associated with younger age, single marital status, lower education, and lower cognitive ability; the scales generally had weak associations with sex offender treatment completion or change. With respect to criminogenic risk and need, Scales F, 4, 6, 8, and 9 and combinations therein had significant associations with structured measures of sex offender risk, and in turn, consistently predicted sexual or violent recidivism over 5 and 10-year follow-ups. Several of these predictive associations were maintained even after controlling for static and dynamic risk factors. Finally, model based clustering of the MMPI-2 scales generated three clusters termed disordered, emotionally distressed, and predominantly antisocial (non-disordered) subtypes. Although comparatively higher rates of violent recidivism were found with the disordered subtype, this group did not have higher levels of risk and need, broadly speaking, than the other subtypes. The RNR implications of the results are discussed in terms of forensic applications of MMPI-2 with sex offender populations.     

Evaluating the Effectiveness of the National Curriculum and Training Institute’s “Cognitive Life Skills” Program among Parolees Supervised by Pennsylvania’s Board of Probation & Parole

Recently, cognitive-behavioral approaches for rehabilitation have shown measured success for reducing recidivism rates among offenders after release from prison. The present analysis utilized data provided by Pennsylvania’s Board of Probation & Parole about offenders who completed the Cognitive Life Skills program developed by the National Curriculum and Training Institute. Propensity scoring techniques were employed to match a group of offenders who completed the program (treatment) with a statistically equivalent group who did not receive it (control). Matching variables included location and year of release, risk level, gender, age, race, offense category, and history of violent offending. General findings from a Cox proportional hazard model revealed gender, age, and criminal history impacted future incidents of recidivism, measured as re-incarceration. More importantly, the hazard model revealed, on average, a 24 % reduction in recidivism among the treatment group offenders and, on average, a 31 % reduction among high risk offenders exclusively. Policy implications will be discussed.     

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.     

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.     

Predictive accuracy of dynamic risk factors for aboriginal and non-aboriginal sex offenders: an exploratory comparison using STABLE-2007

Although Aboriginal offenders are overrepresented in Canadian prisons, there is limited research examining the extent to which commonly used risk factors and risk scales are applicable to Aboriginals. Aboriginal (n = 88) and non-Aboriginal (n = 509) sex offenders on community supervision were compared on the dynamic risk factors of STABLE-2007. Data on sexual, violent, any crime, and any recidivism (including breaches) were collected with an average follow-up of 3.4 years. Aboriginal offenders scored significantly higher than non-Aboriginal offenders on STABLE-2007 total scores and on several items measuring general criminality. STABLE-2007 did not significantly predict recidivism with Aboriginal offenders (although it did for non-Aboriginals). The general antisociality items were generally significantly less predictive for Aboriginals than non-Aboriginals, whereas items assessing sexual self-regulation and relationship stability predicted similarly for both groups. These exploratory results suggest that Aboriginal sex offenders are a higher-needs group but that some STABLE-2007 items are not predictive with this population.     

Cross-validation of the self-appraisal questionnaire: a tool for assessing violent and nonviolent recidivism with female offenders

The Self-Appraisal Questionnaire (SAQ) is a 72-item self-report measure designed to predict violent and nonviolent recidivism among adult male criminal offenders. It was administered to 91 female offenders incarcerated in Pennsylvania and 183 incarcerated in Singapore correctional systems. Results indicated that the SAQ has sound psychometric properties, with acceptable reliability and concurrent and predictive validity for assessing violent and nonviolent recidivism. There were no significant differences between the scores of African American and Asian offenders and the responses of the White offenders. Similar to the findings from male offenders, the present results provide some support for the validity of the SAQ in the prediction of violent and nonviolent recidivism risk among White, African American, and Asian female offenders.     

The criminal career of men convicted of rape: evidence from a Norwegian national cohort

The extent to which sexual offenders are a group separate from other types of offenders has been debated for many years and investigated from different perspectives. The present study investigated similarities and differences regarding socio-economic background, criminal history and recidivism involving new crimes between rape offenders and three other groups: other sexual offenders, non-sexual violent offenders and other offenders. Data came from Norwegian population registers containing information on all crimes investigated from 1992 to 2012. The sample consisted of all persons convicted in 2002 and 2003 (N = 36,951). Background characteristics and estimated recidivism risk was described using hazard models. Results indicated that men convicted of rape (n = 142) had lower levels of education and that a higher percentage of them were on social benefits compared to the other crime groups. A large majority (79%) of rape-convicted men had previous convictions. Rape offenders were considerably more criminally active and diverse than the other crime groups. Prior criminal record, irrespective of type, increased the risk of recidivism in general. Controlling for other background characteristics did not alter this outcome. Treatment of convicted rapists needs to take into consideration that this offender group has much in common with violent offenders in general.     

Prison-based chemical dependency treatment in Minnesota: An outcome evaluation

Using a retrospective quasi-experimental design, this study evaluated the effectiveness of prison-based chemical dependency (CD) treatment by examining recidivism outcomes among 1,852 offenders released from Minnesota correctional facilities during 2005. Because recidivism data were collected on the 1,852 offenders through the end of 2008, the average follow-up period was 42 months. To minimize the threat of selection bias, propensity score matching was used to create a comparison group of 926 untreated offenders who were not, for the most part, significantly different from the 926 treated offenders. Results from the Cox regression analyses revealed that participating in prison-based CD treatment significantly reduced the hazard ratio for recidivism by 17–25%. Although dropping out of treatment did not increase the risk of recidivism, completing treatment significantly lowered it by 20–27%. The findings also suggest that long-term treatment programs were not as effective as short- or medium-term programs in reducing the risk of recidivism. The study concludes by discussing the implications of these findings.     

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.     

Comparing recidivism rates of treatment responders/nonresponders in a sample of 413 child molesters who had completed community-based sex offender treatment in the United kingdom

Analysis of psychometric data from a sample of 413 child molesters who had completed a U.K. probation-based sex offender treatment program was carried out to assess (a) the effectiveness of therapy in the short term and (b) the longer term implications of treatment in relation to sexual recidivism. It was found that 12% (51 offenders) of the sample had recidivated within 2 to 4 years. Of these recidivists, 86% (44 offenders) had been reconvicted for a sexually related offense. One hundred thirty-five offenders (33%) demonstrated a treated profile (i.e., demonstrated no offense-specific problems and few, or no, socioaffective problems at the posttreatment stage). This group was compared with a sample of offenders deemed as not responding to treatment, matched by their levels of pretreatment risk/need. It was found that a significantly smaller proportion (n = 12, 9%) of treatment responders had recidivated, compared to the treatment nonresponders (n = 20, 15%), indicating a 40% reduction in recidivism in those who had responded to treatment (effect size = .18). Matching length of treatment to the offenders' level of pretreatment risk/need (i.e., higher risk/treatment-need offenders typically undertook longer treatment) reduced the rate of recidivism among this group to the level of recidivism observed among the lower risk/need offenders.     

Male victims and post treatment risk assessment among adult male sex offenders

The use of actuarial instruments to predict sex offender recidivism has gained increasing credibility in recent years. This paper is one in a series examining the impact of dynamic inpatient group therapy upon the predictive influence of static risk factors on recidivism among adult sex offenders. Successful completion of the Phoenix Program (Alberta Hospital Edmonton) has been shown to ameliorate the influence of static risk factors on sexual offense recidivism. Many studies have reported that sex offenders who have male victims are more likely to re-offend than those who do not have male victims. A sample of N=513 convicted adult male sex offenders was examined regarding the relationship between the static risk factor of having male victims, subsequent re-offense, and treatment impact. Interestingly, ever having had a male victim did not significantly correlate with sex offense recidivism, for either treatment completers, non-completers, or the combined group. However, having exclusively male victims was correlated with sex offense recidivism, but only among non-completers of the program (r=.155; p=.017). Analysis of a subset of 422 child molesters yielded a similar result, in that having male victims exclusively was only associated with sex offense recidivism among treatment non-completers (r=.189, p=.009).     

How should we understand the effect of age on sexual recidivism?

Abstract

Research into the effect of age on sexual recidivism risk is a relatively new and developing area of interest and is likely to be of great interest for forensic practitioners responsible for the community supervision of sexual offenders. Meta-analytical and follow-up reconviction studies indicate an inverse relationship between age and sexual recidivism risk, where younger sex offenders pose a greater risk of reconviction than older sex offenders. This finding has led to the development of actuarial risk scales which identify younger sex offenders (<25 years) as posing the greatest risk. However, recent research studies have reported contradictory results to this assumption and found a non-linear relationship between age and sexual recidivism risk. Only a small number of studies have investigated the effect of age on sexual recidivism by comparing age bands and rates of sexual recidivism. Researchers have also considered the effect of age on actuarial risk, which risk factors are associated with which age bands and sexual recidivism rates between sex offender subgroups. The purpose of this paper is to integrate this research and to link commonalities between these studies. This paper organizes the effect of age on sexual recidivism into five categories: (i) the effect of age and actuarial risk; (ii) the effect of age on sexual arousal; (iii) the effect of age-at-release on sexual recidivism risk; (iv) the effect of age-at-first-offence on sexual recidivism risk; and (v) the effect of age on child molesters and rapists on sexual recidivism risk. Important differences were found between age bands of sexual offenders in terms of sexual recidivism risk and actuarial risk factors as well as differences between rapists and child molesters. The relative importance of factoring age when assessing risk in sex offenders is discussed.     

The Static-99R predicts sexual and violent recidivism for individuals with low intellectual functioning*

A current debate is whether actuarial risk assessment tools predict sexual recidivism in sexual offenders with intellectual disabilities (SOIDs). Since intellectual functioning exists on a spectrum, the present study examined the predictive validity of the Static-99R across the range of intellectual functioning. The sample was comprised of 454 adult sexual offenders assessed at an outpatient clinic and followed for an average of 10 years. Offenders in the extremely low/borderline group had higher scores on the Static-99R than other offenders, largely due to their score on the detachment subscale of the Static-99R, but did not have significantly higher recidivism rates. Calibration analyses suggested that the expected and observed recidivism rates did not differ significantly. Intellectual functioning did not add incremental validity to the Static-99R. Further, there was no interaction between intellectual functioning and actuarial risk score. The results suggested that the Static-99R can be used across the range of intellectual functioning, albeit somewhat more cautiously for those at the lowest and highest end of the intellectual functioning distribution.     

Violence risk and gang affiliation in youth offenders: a recidivism study

Abstract

Youth gangs are ubiquitous around the world and have been problematic for the social and criminal justice agencies. Despite widespread public concern, there has been relatively scarce empirical scrutiny of youth gangs internationally and little outside of America and Europe. In particular, the activities of youth gangs, the function of gang membership, the criminogenic needs of gang-affiliated youth, and the risk of criminal recidivism for gang-affiliated youth remain unclear. Against this background, this study explored the sociodemographic characteristics, risk and rate of criminal recidivism in a cohort of 165 male youth offenders in Singapore, of which 58 were gang-affiliated. Multivariate analyses revealed that gang-affiliated youth offenders were significantly more likely to have histories of substance use, weapon use and violence than nongang-affiliated youth offenders. Gang-affiliated offenders also scored higher on measures of risk for recidivism (SAVRY and YLS/CMI), and engaged in violent and other criminal behaviors more frequently during follow-up. These differences indicate a significant relationship between gang affiliation and criminal recidivism in youth offenders. Furthermore, these findings have important clinical and policy implications, indicating an increased requirement for additional and more intensive assessment and tailored interventions for gang-affiliated youth offenders.     

A national population based examination of the association between age-versatility trajectories and recidivism rates

Purpose

To compare theoretical explanations of the age-versatility curve including the hypotheses of: self-control theory stating that versatility is followed by specialization; taxonomic theory stating that adolescent-limited offenders are specialists and life-course offenders are versatile and orthogenetic theory stating that specialization and versatility are present in a large number of offender groups.

Methods

These explanations were tested with Israeli national population-based data on all first and subsequent juvenile offenders (n = 17,176) with 248,114 registered police contacts from 1996 to 2008.

Results

Semi-parametric group-based modeling identified two trajectory-groups that characterized the age-versatility curve of police contacts before first conviction. The trajectory-groups were labeled as versatility (n = 2,447; 14.2%), and specialization (n = 14,729; 85.8%). After controlling for 19 documented demographic, familial, and criminogenic risk factors, Cox regression showed that juvenile offenders in the versatility group were at increased risk of recidivism compared to offenders in the specialization group.

Conclusions

These results partially adhere with taxonomic theory than the remaining theories and indicate that assuming a trajectory of elevated pre-conviction versatility increases the risk of recidivism.