Dynamic risk factors and timing of recidivism for youth in residential placement
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Juvenile criminal behaviour is subject to fluctuations linked to dynamic risk factors, maturation processes, and contextual contingencies, which may limit the temporal stability of predictions based on one-off measurements.
“Juvenile criminal behaviour is subject to fluctuations linked to dynamic risk factors, maturation processes, and contextual contingencies, which may limit the temporal stability of predictions based on one-off measurements (Cuevas et al., 2019).”
From Scoping review on the integration of artificial intelligence and machine learning with structured instruments to predict juvenile recidivism (2026) · cites this paper as Cuevas et al., 2019
Cites
Rehabilitating criminal justice policy and practice
Andrews, D. A., & Bonta, J. (2010) · Psychology, Public Policy, and Law · doi:10.1037/a0018362 · Cited by 1,223 · see citing works
Gender Differences in Life-Course Theory of Recidivism: A Survival Analysis
Benda, B. B. (2005) · International Journal of Offender Therapy and Comparative Criminology · doi:10.1177/0306624x04271194 · Cited by 270 · see citing works
Personality Traits in Juvenile Delinquents: Relation to Criminal Behavior and Recidivism
Steiner, H., Cauffman, E., & Duxbury, E. (1999) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199903000-00011 · Cited by 109 · see citing works
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Argudo Palacios, A., & Mechraoui, A. (2026) · Cuadernos de RES PUBLICA en derecho y criminología · doi:10.46661/respublica.13244
“An AI/ML system may rank subjects relatively well and yet still produce poorly calibrated probabilities or deviate due to changes in data distribution across different contexts and time periods, which seriously compromises its usefulness (Moons et al., 2019; Steyerberg, 2019; Wolff et al., 2019).”
- Authors
- Cuevas, C., Wolff, K. T., & Baglivio, M. T.
- Affiliations
- John Jay College of Criminal Justice (US)
- Corresponding author
- Cuevas, Celina
- Venue
- Journal of Criminal Justice
- Publisher
- Elsevier BV
- Published
- 2019-01
- Volume
- 60
- Pages
- 154-166
- ISSN
- 0047-2352 (ISSN-L)
- OpenAlex
- W2896323362
- Cited by
- 35
- References
- 3
- Citations by year
- 2026: 2 · 2025: 1 · 2024: 5 · 2023: 5 · 2022: 8 · 2021: 6 · 2020: 6 · 2019: 2
- FWCI
- 7.97
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Criminal Justice (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Criminal Justice and Corrections Analysis
- Social Sciences › Sociology and Political Science › Crime Patterns and Interventions
- Social Sciences › Psychology › Clinical Psychology › Psychopathy, Forensic Psychiatry, Sexual Offending
- Keywords
- juvenile recidivism, dynamic risk factors, residential placement, juvenile justice, Risk-Need-Responsivity model, gender differences, antisocial attitudes, antisocial personality, delinquent peers, family relationships, leisure, reentry services, risk score
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