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There has been an increasing interest in cross-cultural risk assessment over the past 5 years. Much of this has been driven by concerns that particular risk instruments may be biased against, or ill-suited to, non-White offending populations. A growing body of work has asserted that unique cultural-specific risk factors and experiences may not be adequately considered within current risk assessment frameworks which have led to calls to culturally alter/remodel risk instruments. While recognising the importance of generalizable risk instruments, this article outlines a number of realities that cross-cultural risk assessment researchers must contend with before embarking on projects to alter instruments. With specific regard to structured professional judgement risk instruments, the article notes that efforts to culturally amend instruments, could paradoxically reduce accuracy and increase bias. [ABSTRACT FROM AUTHOR]

Advanced approaches to predicting offending are increasingly transpiring without the forensic psychology discipline's involvement – an area that it has piloted and influenced for many decades. Computer science experts have built an impressive decade-long literature base on risk assessment – a technical literature that is not only progressing at a fast pace, but appears to function independently, for the most part, from the forensic risk assessment literature. This paper outlines the potential utility of machine learning approaches and the broader 'algorithmic culture', for forensic risk assessment, and the implications their use (and non-use) may have for the discipline. [ABSTRACT FROM AUTHOR]

Recent policy initiatives and service provider strategic frameworks from the state of Victoria have highlighted intentions to invest in culturally safe practices for justice‐involved Indigenous individuals. However, the culturally themed frameworks and protocols presented by health and justice organisations appear to be largely underpinned by theoretical and/or anecdotal evidence. This commentary summarises findings from the first Australian program of research to investigate the influence of cultural identity and cultural engagement on mental health symptoms and violence for Indigenous people in custody. Implications for correctional policy and forensic clinical practice are discussed in this article. [ABSTRACT FROM AUTHOR]

Violence risk instruments are widely employed with at-risk minority clients in correctional and forensic mental health settings. However, the construction and subsequent validation of such instruments rarely, if at all, incorporate the perceptions, worldviews, life experiences, and belief systems of non-white communities. This study utilized a culturally informed qualitative approach to address the cross-cultural disparities in the forensic risk literature. Cultural perspectives on violence risk assessment were elicited from a sample of 30 American Indian and First Nations professionals from health, legal, and pedagogical sectors following an inspection of the Structured Assessment of Violence Risk in Youth instrument. Generally, participants believed that the Structured Assessment of Violence Risk in Youth instrument was not culturally appropriate for use with American Indian and First Nations youth in its current form. Recurrent themes of concern included the instrument's negative labeling capacity, lack of cultural contextualization, individualized focus, and absence of cultural norms and practices. Recommendations to improve the cross-cultural applicability of the Structured Assessment of Violence Risk in Youth are discussed within. [ABSTRACT FROM AUTHOR]

The Historical Clinical Risk Management-20 (HCR-20) is utilised internationally to assess an individual's risk for violence. Despite being widely administered in Australian correctional and forensic populations, the predictive validity of the HCR-20 instrument has never been explored in Australian settings. This retrospective study investigated the predictive validity of the HCR-20 for an Australian cohort of 136 forensic psychiatric patients. Findings support the relationship between the HCR-20 and violent offending post hospital discharge. The HCR-20 Total, Historical, and Risk Management scales shared moderate to large positive correlations with several reconviction categories. [ABSTRACT FROM AUTHOR]

Violence risk instruments are administered in medico-legal contexts to estimate an individual’s likelihood of future violence. However, their ostensible limitations; in particular their mono-cultural and risk-centric composition, has drawn academic attention. These concerns may facilitate erroneous risk evaluations for certain non-white populations. Yet it remains unaddressed how cultural differences will be appraised in a risk assessment framework and which specific cultural factors should be considered. Provisions under the Canadian Criminal Code allow forGladueReports, to be sought by judicial officers prior to sentencing Indigenous people.GladueReports provide insights into an Indigenous person’s unique circumstances that may have led to their offending as well as community-based options for rehabilitation. We proffer that there may be value in augmenting the risk evaluation with culturally relevantGladuestyle considerations identified by relevant Indigenous people to provide a more holistic account of an Indigenous individual’s circumstances. [ABSTRACT FROM AUTHOR]

Rates of offending peak in adolescence and associations between mental ill health and criminal behaviour have been well documented. Despite this, few studies have examined the nature or correlates of offending behaviours in young people with mental health problems, particularly in community settings. This study examined salient risk markers associated with police contact in a cohort of 802 young people (aged 12–25 years) seeking help from youth mental health services in Australia. Explanatory factors for analysis were obtained using validated clinical and psychosocial measures that participants completed via both interview and self-report. Regression analyses were conducted to determine which factors demonstrated the strongest associations with self-reported criminal charges. The results indicated that male gender, not being engaged in education, employment or training, frequent drug use and having experienced multiple adverse life events were related to police contact. This study indicates that the risk factors for offending commonly found in the general criminological literature are also those associated with offending in young people with mental health problems. The findings denote the need for a comprehensive therapeutic approach for such patients that accommodate both their clinical as well as criminogenic needs. [ABSTRACT FROM AUTHOR]

Few studies have explored the cross-cultural utility of youth violence risk instruments. Moreover both the discrimination and calibration performance indicators of such instruments are rarely investigated. This study aimed to address both gaps in the literature by exploring the predictive validity of the YLS/CMI instrument for an Australian multi-ethnic cohort of young offenders in custody. The YLS/CMI total score was able to discriminate between re-offenders and non-reoffenders for the overall sample; however, a breakdown across ethnicity showed only strong effects for Australian English Speaking Background youth. Despite an inability to distinguish re-offenders from non-reoffenders for both Culturally and Linguistically Diverse and Indigenous youth, the instrument was able to accurately predict recidivism for high-risk youth for all ethnic groups. Findings highlight the importance of adopting both calibration and discrimination indicators when assessing predictive validity. [ABSTRACT FROM AUTHOR]

Violence risk instruments are used in numerous countries to estimate an individual's risk of reoffending. The racial fairness of violence risk instruments has received increasing attention due to ostensible differences among Anglo populations and racial minorities (e.g. African Americans and Indigenous populations). Fairness, which has numerous definitions (sensitivity fairness, error rate balance, calibration, predictive parity, statistical parity), can affect a risk instrument's utility in varying ways. This literature review explored how notions of fairness are discussed in the risk instrument literature with a specific focus on racial fairness. It also examined and critiqued the varying proposed resolutions to increase fairness. Many of these forms of fairness were found to be rarely satisfied in the literature. Further, the complications in achieving multiple forms of fairness simultaneously and the challenges of optimising both fairness and accuracy are discussed. Last, proposed solutions to increase racial fairness were often found to encompass significant limitations. Future directions for racial fairness in risk instruments are discussed, with a focus on exploring the trade-offs among varying fairness definitions and among fairness and accuracy. [ABSTRACT FROM AUTHOR]

The relationship between psychopathy and antisocial personality disorder (APD) was explored in a sample of Australian mentally disordered offenders. Two Hare adult psychopathy measures, the Psychopathy Checklist–Revised (PCL-R) and the Psychopathy Checklist: Screening Version (PCL: SV) were employed and a diagnosis of APD was measured for 136 participants in a secure forensic psychiatric inpatient facility. Results revealed clear distinctions between measurements of psychopathy and APD. Over 65% of patients high in psychopathic traits received a diagnosis of APD while only 5.5% of patients with APD were high in psychopathic traits, denoting an asymmetric relationship. Implications for the assessment and treatment of mentally disordered offenders with psychopathic traits are discussed. [ABSTRACT FROM PUBLISHER]