Actuarial Assessment of Risk for Violence

This article explores the predictive validity of two actuarial risk assessment instruments among mentally disordered offenders in Sweden: the historical part (H-10) of a historical, clinical, and risk management factors instrument (HCR-20) and the Violence Risk Appraisal Guide (VRAG). Actuarial scores were obtained retrospectively in two populations: one group of violent offenders with personality disorders and one with violent offenders diagnosed with schizophrenia. The predictive accuracy was evaluated with receiver operating characteristic analysis using a violent reconviction within 2 years from release or discharge as the criterion variable. Both scales fared better in the group of personality-disordered offenders than in the group of offenders with schizophrenia, and the H-10 fared better than the VRAG in both offender groups. The study found that historical data maintain a robust predictive validity in a population of personality-disordered offenders, whereas clinical and risk management factors may be of greater importance in offender populations in which major mental disorders are prevalent.

[1]  D. Faust,et al.  The expert witness in psychology and psychiatry. , 1988, Science.

[2]  W. A. O'connor,et al.  Predicting violence in schizophrenic and non-schizophrenic patients: A prospective study , 1988 .

[3]  M. Grann,et al.  The Swedish forensic concept of severe mental disorder as related to personality disorders. An analysis of forensic psychiatric investigations of 1498 male offenders. , 1996, International journal of law and psychiatry.

[4]  D. Mcniel,et al.  Screening for risk of inpatient violence , 1994 .

[5]  Christopher D. Webster,et al.  A note on portraying the accuracy of violence predictions , 1993 .

[6]  K S Douglas,et al.  Assessing risk for violence among psychiatric patients: the HCR-20 violence risk assessment scheme and the Psychopathy Checklist: Screening Version. , 1999, Journal of consulting and clinical psychology.

[7]  Vernon L. Quinsey,et al.  Violent Recidivism of Mentally Disordered Offenders , 1993 .

[8]  Niklas Långström,et al.  Psychopathy (PCL-R) Predicts Violent Recidivism Among Criminal Offenders with Personality Disorders in Sweden , 1999, Law and human behavior.

[9]  E. Mulvey,et al.  The accuracy of predictions of violence to others. , 1993, JAMA.

[10]  Kirk Heilbrun,et al.  Prediction Versus Management Models Relevant to Risk Assessment: The Importance of Legal Decision-Making Context , 1997, Law and human behavior.

[11]  K. Heilbrun Violent offenders: Appraising and managing risk. , 1998 .

[12]  J. Endicott,et al.  The Overt Aggression Scale for the objective rating of verbal and physical aggression. , 1986, The American journal of psychiatry.

[13]  R. Dawes Judgment under uncertainty: The robust beauty of improper linear models in decision making , 1979 .

[14]  J. Monahan,et al.  Violence by people discharged from acute psychiatric inpatient facilities and by others in the same neighborhoods. , 1998, Archives of general psychiatry.

[15]  J. Tiihonen,et al.  Specific major mental disorders and criminality: a 26-year prospective study of the 1966 northern Finland birth cohort. , 1997, The American journal of psychiatry.

[16]  J. Hanley,et al.  The meaning and use of the area under a receiver operating characteristic (ROC) curve. , 1982, Radiology.

[17]  Niklas Långström,et al.  Reliability of file-based retrospective ratings of psychopathy with the PCL-R. , 1998, Journal of personality assessment.

[18]  D. Eaves,et al.  Increasing the community tenure of mentally disordered offenders: an assertive case management program. , 1995, International journal of law and psychiatry.

[19]  Robert D. Hare,et al.  A research scale for the assessment of psychopathy in criminal populations , 1980 .

[20]  R. Hare,et al.  Psychopathy and antisocial personality disorder , 1996 .

[21]  F. Jones,et al.  International Classification of Diseases , 1978 .

[22]  R. Otto Prediction of dangerous behavior: A review and analysis of "second-generation" research. , 1992 .

[23]  H. Belfrage A TEN-YEAR FOLLOW-UP OF CRIMINALITY IN STOCKHOLM MENTAL PATIENTS: New Evidence for a Relation between Mental Disorder and Crime , 1998 .

[24]  C. Webster,et al.  The dimensions of dangerousness , 1985 .

[25]  C. Webster,et al.  The HCR-20 Violence Risk Assessment Scheme , 1999 .

[26]  Jacob Cohen,et al.  THINGS I HAVE LEARNED (SO FAR) , 1990 .

[27]  E. DeLong,et al.  Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. , 1988, Biometrics.

[28]  S Vida,et al.  A computer program for non-parametric receiver operating characteristic analysis. , 1993, Computer methods and programs in biomedicine.

[29]  F. A. Jensen,et al.  Clinical predictions of dangerousness: two-year follow-up of 408 pre-trial forensic cases. , 1983, The Bulletin of the American Academy of Psychiatry and the Law.

[30]  S. Yudofsky,et al.  The Overt Aggression Scale: overview and guiding principles. , 1991, The Journal of neuropsychiatry and clinical neurosciences.

[31]  G. Harris,et al.  Cross-Validation and Extension of the Violence Risk Appraisal Guide for Child Molesters and Rapists , 1997, Law and human behavior.

[32]  M E Rice,et al.  Violent recidivism: assessing predictive validity. , 1995, Journal of consulting and clinical psychology.

[33]  M. Levi,et al.  Comparison and combination of clinical and statistical predictions of recidivism among adult offenders. , 1983, The Journal of applied psychology.

[34]  Vernon L. Quinsey,et al.  The violence prediction scheme: Assessing dangerousness in high risk men. , 1994 .

[35]  J. Reed Risk assessment and clinical risk management: the lessons from recent inquiries , 1997, British Journal of Psychiatry.

[36]  R Borum,et al.  Improving the clinical practice of violence risk assessment. Technology, guidelines, and training. , 1996, The American psychologist.

[37]  J.Rüdiger Müller-Isberner Forensic psychiatric aftercare following hospital order treatment. , 1996 .

[38]  Henderson Ar,et al.  Assessing test accuracy and its clinical consequences: a primer for receiver operating characteristic curve analysis. , 1993 .

[39]  Ronald Price On the risks of risk prediction , 1997 .

[40]  Christopher D. Webster,et al.  Impulsivity: Theory, assessment, and treatment. , 1997 .

[41]  S. Mednick,et al.  Mental disorder and crime. Evidence from a Danish birth cohort. , 1996, Archives of general psychiatry.

[42]  John Monahan,et al.  Violence and mental disorder: Developments in risk assessment. , 1994 .

[43]  Peter B. Hoffman,et al.  Parole decision-making: A salient factor score , 1974 .

[44]  Douglas Mossman,et al.  Assessing predictions of violence: being accurate about accuracy. , 1994, Journal of consulting and clinical psychology.

[45]  R. Martínez Predictors of Serious Violent Recidivism , 1997 .

[46]  Göran Fransson,et al.  Clinical and risk management factors in risk prediction of mentally disordered offenders‐more important than historical data?: A retrospective study of 40 mentally disordered offenders assessed with the HCR‐20 violence risk assessment scheme , 1999 .

[47]  R. Salekin,et al.  A review and meta-analysis of the psychopathy checklist and psychopathy checklist-revised: predictive validity of dangerousness , 1996 .

[48]  R. Dawes,et al.  Heuristics and Biases: Clinical versus Actuarial Judgment , 2002 .