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Reassessment improves prediction of criminal recidivism: A prospective study of 3,421 individuals in New Zealand.

Caleb D LloydR Karl HansonDylan K RichardsRalph C Serin
Published in: Psychological assessment (2020)
A dynamic risk factor is a variable that can change across time, and as it changes, there is a corresponding change in the likelihood of the outcome. In corrections, there is evidence for dynamic risk factors when relatively more proximal reassessments enhance predictive validity for recidivism. In this article, we tested the proximity hypothesis with longitudinal, multiple-reassessment data gathered from 3,421 individuals supervised on parole in New Zealand (N = 68,667 assessments of theoretically dynamic risk factors conducted by corrections case managers). In this sample, reassessments consistently improved prediction as demonstrated by (1) incremental prediction over initial baseline scores and (2) improved model fit of the most recent assessment compared with the average of earlier scores. These results contribute to a growing body of evidence that support community corrections agencies conducting repeated assessments of the risk for imminent recidivism using a dynamic risk instrument. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
Keyphrases
  • risk factors
  • healthcare
  • machine learning
  • emergency department
  • artificial intelligence