Literature DB >> 35992330

Criminogenic risk assessment: A meta-review and critical analysis.

Seth J Prins1, Adam Reich2.   

Abstract

A vast body of research underlies the ascendancy of criminogenic risk assessment, which was developed to predict recidivism. It is unclear, however, whether the empirical evidence supports its expansion across the criminal legal system. This meta-review thus attempts to answer the following questions: 1) How well does criminogenic risk assessment differentiate people who are at high risk of recidivism from those at low risk of recidivism? 2) How well do researchers' conclusions about (1) match the empirical evidence? 3) Does the empirical evidence support the theory, policy, and practice recommendations that researchers make based on their conclusions? A systematic literature search identified 39 meta-analyses and systematic reviews that met inclusion criteria. Findings from these meta-analyses and systematic reviews are summarized and synthesized, and their interpretations are critically assessed. We find that criminogenic risk assessment's predictive performance is based on inappropriate statistics, and that conclusions about the evidence are inconsistent and often overstated. Three thematic areas of inferential overreach are identified: contestable inferences from criminalization to criminality, from prediction to explanation, and from prediction to intervention. We conclude by exploring possible reasons for the mismatch between proponents' conclusions and the evidence, and discuss implications for policy and practice.

Entities:  

Keywords:  criminal justice; criminogenic risk assessment; critical criminology; methodology; recidivism; theory

Year:  2021        PMID: 35992330      PMCID: PMC9385164          DOI: 10.1177/14624745211025751

Source DB:  PubMed          Journal:  Punishm Soc        ISSN: 1462-4745


  20 in total

1.  Comparing effect sizes in follow-up studies: ROC Area, Cohen's d, and r.

Authors:  Marnie E Rice; Grant T Harris
Journal:  Law Hum Behav       Date:  2005-10

2.  Risk assessment for juvenile justice: a meta-analysis.

Authors:  Craig S Schwalbe
Journal:  Law Hum Behav       Date:  2007-01-09

3.  A large-scale meta-analysis relating the hare measures of psychopathy to antisocial conduct.

Authors:  Anne-Marie R Leistico; Randall T Salekin; Jamie DeCoster; Richard Rogers
Journal:  Law Hum Behav       Date:  2007-07-13

4.  Cohen's d needs to be readily interpretable: comment on Shieh (2013).

Authors:  Geoff Cumming
Journal:  Behav Res Methods       Date:  2013-12

5.  The prediction of criminal and violent recidivism among mentally disordered offenders: a meta-analysis.

Authors:  J Bonta; M Law; K Hanson
Journal:  Psychol Bull       Date:  1998-03       Impact factor: 17.737

Review 6.  Measurement of predictive validity in violence risk assessment studies: a second-order systematic review.

Authors:  Jay P Singh; Sarah L Desmarais; Richard A Van Dorn
Journal:  Behav Sci Law       Date:  2013 Jan-Feb

7.  The fallacy of employing standardized regression coefficients and correlations as measures of effect.

Authors:  S Greenland; J J Schlesselman; M H Criqui
Journal:  Am J Epidemiol       Date:  1986-02       Impact factor: 4.897

8.  Compound treatments and transportability of causal inference.

Authors:  Miguel A Hernán; Tyler J VanderWeele
Journal:  Epidemiology       Date:  2011-05       Impact factor: 4.822

Review 9.  A systematic review of risk assessment strategies for populations at high risk of engaging in violent behaviour: update 2002-8.

Authors:  R Whittington; J C Hockenhull; J McGuire; M Leitner; W Barr; M G Cherry; R Flentje; B Quinn; Y Dundar; R Dickson
Journal:  Health Technol Assess       Date:  2013-10       Impact factor: 4.014

Review 10.  Use of risk assessment instruments to predict violence and antisocial behaviour in 73 samples involving 24 827 people: systematic review and meta-analysis.

Authors:  Seena Fazel; Jay P Singh; Helen Doll; Martin Grann
Journal:  BMJ       Date:  2012-07-24
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