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An Indepth Actuarial Assessment for Wife Assault Recidivism: The Domestic Violence Risk Appraisal Guide

  • Original Paper
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Law and Human Behavior

Abstract

An actuarial tool, the Ontario Domestic Assault Risk Assessment (ODARA), predicts recidivism using only variables readily obtained by frontline police officers. Correctional settings permit more comprehensive assessments. In a subset of ODARA construction and cross-validation cases, 303 men with a police record for wife assault and a correctional system file, the VRAG, SARA, Danger Assessment, and DVSI also predicted recidivism, but the Hare Psychopathy Checklist (PCL-R) best improved prediction of recidivism, occurrence, frequency, severity, injury, and charges. In 346 new cases, ODARA and PCL-R independently predicted recidivism. An algorithm was derived for a combined instrument, the Domestic Violence Risk Appraisal Guide (DVRAG), and an experience table is presented (N = 649). Results indicated the importance of antisociality in wife assault.

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Notes

  1. Because they are count variables and, therefore, skewed, some statisticians would advise that the number of recidivistic incidents and the number of severe incidents not be subjected to ordinary least-squares regression. To check against any questionable conclusions, we transformed these outcome variables using a Poisson transformation before analyses. As a second check, we subjected them to Poisson loglinear analyses in conjunction with ODARA score and each of the candidate assessments in a main effects analysis. In all cases, the Poisson-based analyses yielded the same results as the regression analyses reported here.

  2. For the weighted ODARA items, without PCL-R, ROC = .68 (SE = .03, 95% CI = .62 to .74), d = .67, not a significant improvement over the unweighted ODARA.

  3. We examined many other available variables reflecting perpetrators’ adult mental health, early adjustment, childhood abuse and neglect, childhood exposure to domestic violence. The available data did not permit the scoring of most psychiatric conditions (e.g., schizophrenia symptoms, personality disorders). Other variables could be scored in at least 200 cases, but were unrelated to wife assault recidivism (e.g., medical problems as an infant or young child; experienced childhood corporal punishment, abuse, or neglect; witnessed domestic violence as a child; prior head injury). Finally, a few variables scored for at least 200 cases were correlated with dichotomous wife assault recidivism: as an adult, the perpetrator exhibited procriminal attitudes and values, r (346) = .15, p < .01, and attitudes unfavorable to convention, r (335) = .21, p < .01; had been suspended or expelled from elementary school, r (649) = .12, p < .01. All had been previously identified as related to violent recidivism (Quinsey et al. 2006), but none made an incremental improvement to DVRAG scores in predicting wife assault recidivism in either Sample 1, Sample 2, or both samples combined. An exception, having been arrested under age 16, r (649) = .10, p < .05, made a statistically significant improvement to DVRAG score in 3 of 15 tests—to the prediction of total victim injury in recidivism in the combined sample and in Sample 2, and prediction of Cormier-Lang score for severity of recidivism in Sample 2.

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Acknowledgments

Funding for this research was provided by the Social Sciences and Humanities Research Council (SSHRC) of Canada. We are indebted to Detective Superintendent K. J. Lines for her contribution to the development of the Ontario Domestic Assault Risk Assessment and the collaborative research of the Ontario Provincial Police and Mental Health Centre Penetanguishene. We thank the Ontario Ministry of Community Safety and Correctional Services (MCSCS), Peel Regional Police, and York Regional Police for permission to access information. In particular we extend our appreciation to the following for assistance accessing and managing file information: Tina Gaspardy, Kathy Underhill, Greg Brown, and staff of MCSCS Archives and Probation and Parole offices throughout Ontario; Detective E. Gale and Detective A. Clewer of Peel Regional Police; Detective Inspector K. Noakes of York Regional Police; Constable C. Daunt of the Ontario Provincial Police (OPP), and the OPP Behavioural Sciences Section data entry and information technology personnel. We also thank Catherine Cormier, Carol Lang, Joseph Camilleri, Sonja Dey, Leslie Belchamber, Marnie Foster, Julie McKay, and Kelly Rawson for research and administrative assistance, and Matthew Huss and Michael Seto for helpful comments on earlier versions of this article.

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Correspondence to N. Zoe Hilton.

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The opinions expressed herein are ours and do not necessarily reflect the opinions of SSHRC.

Appendix: Scoring the Domestic Violence Risk Appraisal Guide (DVRAG)

Appendix: Scoring the Domestic Violence Risk Appraisal Guide (DVRAG)

Full scoring criteria are available from authors on request except where noted.

  1. 1.

    Number of prior domestic incidents (assault on a current or previous female cohabiting partner or her children, recorded in a police occurrence report or criminal record)

    $$ \begin{aligned}{} {\text{0}}\, & {\text{ = }} & \, - {\text{1}} \\ {\text{1}}\, & {\text{ = }} & \,{\text{0}} \\ \ge \,{\text{2}}\, & {\text{ = }}\, & {\text{ + 5}} \\ \end{aligned} $$
  2. 2.

    Number of prior nondomestic incidents (assault on any person other than a current or previous female cohabiting partner or her children, recorded in a police occurrence report or criminal record)

    $$ \begin{aligned}{} {\text{0}}\, & {\text{ = }} & \, - {\text{1}} \\ \ge \,1\, & {\text{ = }}\, & {\text{ + 5}} \\ \end{aligned} $$
  3. 3.

    Prior correctional sentence of 30 days or more

    $$ \begin{aligned}{} {\text{No}}\, & {\text{ = }} & \, - {\text{1}} \\ {\text{Yes}}\, & {\text{ = }}\, & {\text{ + 2}} \\ \end{aligned} $$
  4. 4.

    Failure on prior conditional release

    $$ \begin{aligned}{} {\text{No}}\, & {\text{ = }} & \, - {\text{1}} \\ {\text{Yes}}\, & {\text{ = }}\, & {\text{ + 2}} \\ \end{aligned} $$
  5. 5.

    Threat to harm or kill at the index incident (threat of physical harm made towards any person other than himself)

    $$ \begin{aligned}{} {\text{No}}\, & {\text{ = }} & 0 \\ {\text{Yes}}\, & {\text{ = }}\, & {\text{ + 1}} \\ \end{aligned} $$
  6. 6.

    Confinement at the index incident (any attempt to physically prevent the female victim from leaving the scene of the incident)

    $$ \begin{aligned}{} {\text{No}}\, & {\text{ = }} & 0 \\ {\text{Yes}}\, & {\text{ = }}\, & {\text{ + 1}} \\ \end{aligned} $$
  7. 7.

    Victim concern (concern, fear, worry, or certainty about possible future domestic assault, stated at the time of the index incident)

    $$ \begin{aligned}{} {\text{No}}\, & {\text{ = }} & 0 \\ {\text{Yes}}\, & {\text{ = }}\, & {\text{ + 2}} \\ \end{aligned} $$
  8. 8.

    Number of children

    $$ \begin{aligned}{} \le {\text{1}}\, & {\text{ = }} & \, - {\text{1}} \\ \ge {\text{2}}\, & {\text{ = }}\, & {\text{ + 1}} \\ \end{aligned} $$
  9. 9.

    Victim’s number of biological children from a previous partner

    $$ \begin{aligned}{} {\text{0}}\, & {\text{ = }} & \, - {\text{1}} \\ {\text{1}}\, & {\text{ = }} & \,{\text{0}} \\ \ge {\text{2}}\, & {\text{ = }} & \,{\text{ + 2}} \\ \end{aligned} $$
  10. 10.

    Violence against others (any assault on any person other than a current or previous female cohabiting partner or her children)

    $$ \begin{aligned}{} {\text{No}}\, & {\text{ = }} & \,{\text{0}} \\ {\text{Yes}}\, & {\text{ = }} & \,{\text{ + 8}} \\ \end{aligned} $$
  11. 11.

    Substance abuse score

    • One point is allotted for each of the following: alcohol involved in the index incident, drugs involved in the index incident, alcohol or drug abuse in days/weeks prior to index incident, increased drug or alcohol use in days/weeks prior to index incident, more angry or violent when using drugs or alcohol, alcohol involved in a prior criminal offense, adult alcohol problem, adult drug problem.

      $$ \begin{aligned}{} \le \,{\text{1}}\, & {\text{ = }} & \, - {\text{2}} \\ \ge \,{\text{2}}\, & {\text{ = }} & \,{\text{ + 2}} \\ \end{aligned} $$
  12. 12.

    Assault on victim when pregnant (index assault or prior)

    $$ \begin{aligned}{} {\text{No}}\, & {\text{ = }} & \,{\text{0}} \\ {\text{Yes}}\, & {\text{ = }} & \,{\text{ + 5}} \\ \end{aligned} $$
  13. 13.

    Number of barriers to victim support

    • One point is allotted for each of the following: victim has children aged ≤ 18 to care for; victim has no telephone or transportation; victim is isolated geographically or from community; victim alcohol use in the index incident or victim adult alcohol or drug problem.

      $$ \begin{aligned}{} {\text{0}}\, & {\text{ = }} & \, - {\text{1}} \\ {\text{ 1}}\, & {\text{ = }} & \,{\text{0}} \\ {\text{ }} \ge \,{\text{2}}\, & {\text{ = }} & \,{\text{ + 4}} \\ \end{aligned} $$
  14. 14.

    Psychopathy Checklist-Revised Score (full scoring criteria available in Hare, 2003)

    $$ \begin{aligned}{} \le \,{\text{9}}\, & {\text{ = }} & \, - {\text{1}} \\ {\text{ 10 - 16}}\, & {\text{ = }} & \,{\text{ + 1 }} \\ \ge \,{\text{17}}\, & {\text{ = }} & \,{\text{ + 6}} \\ \end{aligned} $$

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Hilton, N.Z., Harris, G.T., Rice, M.E. et al. An Indepth Actuarial Assessment for Wife Assault Recidivism: The Domestic Violence Risk Appraisal Guide . Law Hum Behav 32, 150–163 (2008). https://doi.org/10.1007/s10979-007-9088-6

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