The DOI matches its Crossref record.
Too risky to use, or too risky not to? Lessons learned from over 30 years of research on forensic risk assessment with Indigenous persons.
Abstract
Indigenous peoples are overrepresented in correctional systems internationally, reflecting a history of systemic racism and colonial oppression, and the practice of risk assessment with this population has been a focus of legal and sociopolitical controversy. We conducted a systematic review and meta-analysis of the risk assessment literature comparing Indigenous and non-Indigenous (White majority) groups. We retrieved 91 studies featuring 22 risk tools and 15 risk/need/cultural domains ( N = 59,693, Indigenous; N = 237,729, non-Indigenous/White) and four documents identifying culturally relevant factors. Most measures demonstrated moderate predictive validity but often had significant ethnoracial differences, particularly for static measures. The Service Planning Instrument/Youth Assessment Screening Inventory, Level of Service Inventory youth variants, Psychopathy Checklist-Revised and Youth Version, and the Violence Risk Scale and its Sexual Offense version had the strongest predictive validity and least ethnoracial discrepancy. The Static Factors Assessment and Dynamic Factors Identification and Analysis-Revised had the weakest predictive validity. For Indigenous persons, the strongest individual predictors of recidivism were low education/employment, substance abuse, antisocial pattern, and poor community functioning, while mitigating factors that predicted decreased recidivism were measures of risk change (i.e., from culturally integrated programs combining mainstream a…
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“The existing research indicates a great deal of doubts and negative results regarding validity and reliability of risk-assessment tools, and their applicability to Indigenous offenders (Lee et al., 2018; Olver et al., 2024).”
From Colonization, Normalization and Risk-Assessment: The Case of Youth Criminal Justice Act and Correctional Overrepresentation of Indigenous Youth in Canada (2025) · cites this paper as Olver et al., 2024
Citations
Cites
Still being checked.
Cited by
Sorted by citations
Helmus, L. M., Eke, A. W., & Seto, M. C. (2024) · Law and Human Behavior · doi:10.1037/lhb0000594 · Cited by 16
Self-citationHelmus, L. M., Ahmed, S., Lee, S. C., & Olver, M. E. (2024) · Current Psychiatry Reports · doi:10.1007/s11920-023-01480-2 · Cited by 6
Self-citationThe Risk–Need–Responsivity Model and Justice-Involved Persons with Serious Mental Illness
Bonta, J. L., & Lee, S. C. (2025) · Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale · doi:10.3138/cjccj-2025-0003 · Cited by 6
Lovatt, K. M., Stockdale, K. C., & Olver, M. E. (2025) · Criminal Justice and Behavior · doi:10.1177/00938548241307235 · Cited by 5
Self-citationFactors differentiating between incarcerated men and women in New South Wales, Australia
Smith, J., McGrath, A., Spaccavento, B., & Mahajan, Y. (2025) · Psychology Crime and Law · doi:10.1080/1068316x.2025.2465270 · Cited by 5
Metadata
- Authors
- Olver, M. E., Stockdale, K. C., Helmus, L. M., Woods, P., Termeer, J., & Prince, J.
- Affiliations
- University of Saskatchewan (CA)
- Simon Fraser University (CA)
- Venue
- Psychological Bulletin
- Published
- 2024-05
- Volume
- 150
- Issue
- 5
- Pages
- 487-553
- ISSN
- 0033-2909 (ISSN-L)
- 1939-1455
- OpenAlex
- W4391846860
- Cited by
- 31
- References
- 0
- Citations by year
- 2026: 11 · 2025: 13 · 2024: 7
- FWCI
- 15.60
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Bulletin (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Correctional Service of Canada
- Topics
- Social Sciences › Psychology › Clinical Psychology › Psychopathy, Forensic Psychiatry, Sexual Offending
- Social Sciences › Sociology and Political Science › Crime Patterns and Interventions
- Social Sciences › Sociology and Political Science › Criminal Justice and Corrections Analysis
- Keywords
- forensic risk assessment, recidivism prediction, predictive validity, static and dynamic risk factors, traditional healing, cultural participation, protective factors, substance abuse, antisocial behavior
- MeSH terms
- Recidivism, Indigenous Peoples, Forensic Psychiatry, Humans, Violence, Risk Assessment
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review