This study investigated how complex behavioral patterns and trajectories of domestic violence offenders changed over time.
Evidence-based practice within the criminal justice system has relied primarily on cumulative reports of reassaults or rearrests, especially in evaluating effectiveness of domestic violence (DV) interventions. The authors use a longitudinal sample of DV offenders arrested and referred to DV offender program in four cities to examine complex multi-outcome patterns of violent and abusive behavior and trajectories between patterns over time. Offenders and their partners were surveyed at program intake and followed for 15 months (N=550). A Hidden Markov Model identifies four distinct behavioral patterns. Trajectory analysis indicates that the most abusive state is relatively stable and indicative of a high probability of future physical assault. Results suggest that evaluation based on complex outcomes may improve criminal justice intervention effectiveness, risk assessment, and risk management. (Published Abstract)
- Vocally-Encoded Emotional Arousal as a Marker of Callous-Unemotional Traits in a Sample of Justice-Involved Adolescents
- Assessing the Longitudinal Measurement Invariance of the Conflict in Adolescent Dating Relationships Inventory (CADRI) Victimization Scale Across Heterosexual and Sexual Minority Adolescents in the United States
- Fine-grained classification of drug trafficking based on Instagram hashtags