A comprehensive review of structural risk assessment tools for detecting violent recidivism.

Résumé

The review article critically discusses violence reoffending or recidivism along with the evolution, and the effectiveness of structured violence risk assessment tools in applied forensic psychology practices. Two types of Violent Risk Assessment Tools, i.e., Traditional Structured Professional Judgment (SPJ) Tools and Actuarial Risk Assessment Tools, are analysed based on their empirical foundation, practical significance, and their capacity to improve predictive accuracy with AI and machine learning integration, inclusion of neurobiological elements, and identifying the distinctive factors for assessment of violent reoffending for different populations. This comprehensive review synthesises contemporary knowledge regarding structured risk assessment tools, identifies current limitations in its traditional working patterns, and also considers multidisciplinary integration. This review has explored future scope for eminent practical implications of these integrations in sentencing, parole, and rehabilitation with accurate and judicial decision-making for violent reoffenders.