The New South Wales Youth on Track and Recidivism
An Early Look at Outcomes for Referrals
Datos Bibliográficos
| ID | 12347547 |
|---|---|
| Autores | Maryam Shahpasand (0000-0003-4585-5240, Customer Data and Insights, NSW Department of Customer Service, autor de correspondencia), Ilya Klauzner (0000-0002-4722-4197, NSW Department of Communities and Justice) |
| Año | 2026 |
| Fecha de publicación | 2026-03-30 |
| Peer Reviewed | Sí |
| Open Access | Sí |
| Tipo | ARTICLE |
| Revista | Evaluation Journal of Australasia (JOURNAL) |
| Identificadores de la revista | ISSN: 1035-719X • E-ISSN: 2515-9372 |
| Editorial | SAGE Publishing (PUBLISHER • US) |
| DOI | 10.1177/1035719x261434664 |
| OpenAlex | W7143377409 |
| Idioma | EN |
| Referencias citadas | 26 |
This study evaluates the Youth on Track program, launched by the New South Wales Government in 2013 to improve outcomes and reduce recidivism among young people (aged 10–17) who are at risk of offending. Using a quasi-experimental design and Propensity Score Matching, the study compares individuals referred to Youth on Track (Oct 2016–Mar 2020, n = 1,997) with a matched group ( n = 3,994) from the Human Services DataSet, a de-identified dataset of over 7 million New South Wales service records. Analysis includes Youth on Track administrative data and survival analysis to assess outcomes. Youth on Track referrals had similar or higher engagement with services and higher probabilities of adverse outcomes such as reoffending, custody placement, risk of significant harm reports, out-of-home care placement, homelessness support, and mental health service use. Although the findings suggest that Youth on Track referrals did not achieve better outcomes compared to the matched control group, they are prone to detection bias due to factors such as increased supervision and unmeasured traits like peer/sibling involvement in crime or motivation to stop offending. Thus, results should not guide decision-making without further research. Despite limitations, the study highlights the value of rigorous quasi-experimental methods and Human Services DataSet in evaluating complex interventions and informing future program assessments
Fast track · Government (linguistics · Harm · Mental health · Propensity score matching · Psychological intervention · Recidivism · Service (business · Track (disk drive · Crime Patterns and Interventions · Criminal Justice and Corrections Analysis · Psychopathy, Forensic Psychiatry, Sexual Offending
Observational Studies
Event History and Survival Analysis
Sensitivity Analysis in Observational Research
Recursive partitioning for heterogeneous causal effects
Classification for Effective Rehabilitation
The Effect of Youth Diversion Programs on Recidivism
The Primary Factors that Characterize Effective Interventions with Juvenile Offenders
The central role of the propensity score in observational studies for causal effects
Regression Models and Life-Tables
Validation of the YLS/CMI on an Australian Juvenile Offending Population
An Empirical Test of the Factor Structure of the Violence Risk Scale and Its Measurement Invariance Across Time and Cultural Groups
What are the characteristics of effective youth offender programs
Genetic Matching for Estimating Causal Effects
An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies
An updated evidence synthesis on the Risk-Need-Responsivity (RNR) model
Entropy Balancing for Causal Effects
| Velocidad de citación | historical |
|---|---|
| Altamente citado | No |