The Relationship Between Risk, Criminogenic Need, and Recidivism for Indigenous Justice-Involved Youth
Open accessAbstract
The risk–need–responsivity framework is widely used to guide the case management of justice-involved youth, but little research is available on its applicability to Indigenous populations. In the present study, we examined how standardized risk assessment, identification of criminogenic needs, and receipt of need-targeted programming related to recidivism in a sample of 70 Indigenous and non-Indigenous youth. The two groups did not differ on overall level of risk, number of needs, match to services, or recidivism rates. However, Indigenous youth were evaluated as higher risk in peer and leisure functioning, more likely to have needs related to education and leisure, and less likely to receive adequate peer-specific intervention. In both groups, risk assessment predicted recidivism, while match to services predicted days to reoffense. High rates of mental health issues and associated services were observed in both groups. Implications of these findings for research and practice with Indigenous youth are discussed.
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The consensus is that assessment tools do not accurately reflect Indigenous offenders' risk/need levels and treatment needs.
“The consensus is that assessment tools do not accurately reflect their risk/need levels and treatment needs (Hyde et al., 2016; Lockwood et al., 2018; Wiley et al., 2020).”
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 Lockwood et al., 2018
The introductory passage says risk instruments may not fully reflect Indigenous youths’ risk profiles and treatment needs. But the paper does not establish a consensus that assessment tools are inaccurate: its Potential Predictors of Recidivism section reports that the YLS/CMI predicted recidivism for Indigenous and non-Indigenous youth at comparable rates. The claim turns a qualified concern into a categorical conclusion and extends it from youth to offenders generally. (LLM, conf=0.88)
Experimental — accuracy not yet measuredAs a result of these struggles, Indigenous youth are more likely to show greater risk/needs factors upon assessment.
“As a result, they are more likely to show greater risk/needs factors upon assessment (Hyde et al., 2016; Lockwood et al., 2018; Wiley et al., 2020).”
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 Lockwood et al., 2018
In “Comparing (and Disentangling) Risk, Criminogenic Need, and Responsivity,” Indigenous youth scored higher in specific risk domains and were more likely to have identified needs in Education/Employment and Leisure/Recreation. The same section says the groups did not significantly differ in overall risk to reoffend, so the citation does not support a general claim of greater assessed risk. It discusses links to social and structural struggles as possible explanations rather than establishing causation. (LLM, conf=0.87)
Experimental — accuracy not yet measuredIndigenous Peoples globally experience acute criminal justice inequities.
“Indigenous Peoples globally experience acute criminal justice inequities (Lockwood et al., 2018;Nielsen & Robyn, 2003;Office of the Correctional Investigator, 2012).”
From "Healing on Both Sides": Strengthening the Effectiveness of Prison–Indigenous Community Partnerships Through Reciprocity and Investment (2020) · cites this paper as Lockwood et al., 2018
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Cited by
Sorted by citations
Varcoe, C., Brown, H., Timler, K., Taylor, M., & Straus, E. (2020) · International Indigenous Policy Journal · doi:10.18584/iipj.2020.11.3.8064 · Cited by 8 · see citing works
Barmaki, R. (2025) · International Criminology · doi:10.1007/s43576-025-00170-8 · Cited by 1 · see citing works
- Authors
- Lockwood, I., Peterson-Badali, M., & Schmidt, F.
- Affiliations
- Thunder Bay Regional Health Sciences Centre (CA)
- University of Toronto
- ORCID
- Schmidt, Fred
- Venue
- Criminal Justice and Behavior
- Publisher
- SAGE Publications
- Published
- 2018-07-25
- Volume
- 45
- Issue
- 11
- Pages
- 1688-1708
- ISSN
- 0093-8548 (ISSN-L)
- 1552-3594
- OpenAlex
- W2884411099
- Cited by
- 18
- References
- 2
- Citations by year
- 2025: 2 · 2024: 3 · 2023: 1 · 2022: 3 · 2021: 2 · 2020: 5 · 2019: 2
- FWCI
- 5.12
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Locations
- Criminal Justice and Behavior (publishedVersion)
- TSpace (University of Toronto) (submittedVersion)
- Funders
- Aboriginal Justice Directorate, Department of Justice Canada
- Topics
- Social Sciences › Sociology and Political Science › Crime Patterns and Interventions
- Social Sciences › Sociology and Political Science › Criminal Justice and Corrections Analysis
- Social Sciences › Psychology › Clinical Psychology › Psychopathy, Forensic Psychiatry, Sexual Offending
- Keywords
- Indigenous youth, recidivism, criminogenic needs, risk assessment, peer functioning, mental health services, justice-involved youth, indigenous justice systems
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