Connecting Assessment and Digital Tools to Reduce Recidivism
At a glance:
- Assessment is the foundation: Evidence‑based tools like the Level of Service/Case Management Inventory™ (LS/CMI™) identify criminogenic risks and needs, enabling targeted, effective rehabilitation planning.
- Insight must translate into action: Digital tools such as Core Pathway can help turn assessment results into structured, day‑to‑day goals, tasks, and support.
- Integration can help improve outcomes: Connecting assessment with digital pathways supports continuity, engagement, and reduced reoffending, during custody and after release.
Reducing reoffending depends on what happens beyond custody. The real challenge lies in helping people leave custody with the skills, support, and stability they need to rebuild their lives.
Increasingly, agencies are finding that the most effective way to do this is by combining evidence-based assessment with thoughtfully designed digital tools. When these elements are brought together, the impact has the potential to be significant, not only for individuals but for staff, institutions, and communities. Research has demonstrated that targeting criminogenic needs through structured assessment improves outcomes when insights are translated into sustained, day‑to‑day support rather than stand‑alone interventions.¹ Evaluation work led by Dr Mark Howard within Corrective Services New South Wales has shown that access to in‑cell digital tablets can positively influence prison climate, wellbeing, and engagement, supporting greater connection with family, increased autonomy, and participation in rehabilitative activities.²
At the same time, studies of digital self‑service and continuity‑of‑care models in custodial settings have shown reductions in disciplinary incidents, improved engagement, and lower reoffending rates following release.³ Together, these findings suggest that integrating assessment‑driven insight with accessible, ongoing digital support can benefit not only individuals but also staff workload, institutional safety, and broader community outcomes.
Understanding Risk/Needs and Responsivity: The Foundation of Effective Rehabilitation
Effective rehabilitation starts with understanding the person. Not everyone in the justice system faces the same risks or challenges, and applying the same approach can limit progress rather than support it.
That is why structured, validated tools like the Level of Service/Case Management Inventory™ (LS/CMI™) have global recognition. The LS/CMI helps practitioners assess both an individual’s likelihood of reoffending and the underlying factors that contribute to that risk. These may include issues such as substance misuse, education, employment, relationships, or accommodation.
By identifying these factors, agencies can tailor interventions to address the root causes of offending rather than its symptoms. This targeted approach is widely recognized as one of the most effective ways to reduce reoffending and make better use of limited resources.⁴
But assessment alone does not change outcomes. What matters is how this insight is translated into everyday action.
Turning Insight Into Everyday Action
Core Pathway is designed to translate assessment insight into everyday action, both in custody and in the community. Assessment results can inform personalized goals, tasks, and routines that individuals can see and engage with directly. In practice, this means that identified needs, such as education, employment readiness, or wellbeing supports, are reflected in the activities individuals are encouraged to complete day to day using Core Pathway, reinforcing progress beyond formal review points.
Through Core Pathway, individuals can manage appointments, complete assigned tasks, access learning and well-being resources, and communicate securely with staff. The intent is not simply to digitize administrative processes, but to support engagement, responsibility, and continuity across settings. While digital platforms can improve operational efficiency, research suggests their greater value lies in their influence on behavior and rehabilitation outcomes.
A University of York study examining 13 prisons that implemented digital self-service tools found:
- A significant reduction in disciplinary incidents over two years
- A 5.36% reduction in one-year reoffending rates, compared with just 0.78% in prisons without digital self ‑service⁵
These findings suggest that digital engagement can positively influence both behavior in custody and outcomes after release.
Why Integration Matters: LS/CMI and Core Pathway Together
Used together, LS/CMI and Core Pathway can create a connected rehabilitation pathway from assessment through to action.
LS/CMI identifies what needs to change and why. Core Pathway supports how that change happens day to day.
For example:
- An assessment may identify employment or education as key risk factors.
- Core Pathway can then support structured learning activities, goal‑setting, reminders, and preparation tasks aligned to those needs.
- Progress is visible to both the individual and practitioners, supporting ongoing review and adjustment.
This integration reinforces rehabilitation as an ongoing, structured process, grounded in validated assessment and regular reassessment, while ensuring insights remain relevant and actionable as individuals move through custody and transition back into the community.
Supporting Change in Custody
In custodial settings, access to structured digital services can play a powerful role in promoting stability, responsibility, and engagement. Core Pathway provides a controlled digital environment where individuals can build routines, develop skills, and take greater ownership of their progress.
The reduction in disciplinary incidents observed in digitally enabled prisons suggests that when people are given constructive ways to engage with their time and responsibilities, the benefits extend beyond rehabilitation alone, contributing to calmer, safer custodial environments for both staff and justice-involved individuals.
Continuity Beyond the Prison Gate
The period immediately after release is one of the highest risk points for reoffending. Many individuals face a sudden loss of structure, limited access to services, and significant practical barriers to reintegration.
Maintaining continuity is critical. When digital pathways extend beyond custody, individuals can continue working toward goals already set, whether related to housing, employment, health, or supervision requirements. Familiar tools, clear expectations, and ongoing communication help reduce disruption when stability matters most.
This continuity is increasingly recognized as a key factor in improving post-release outcomes and reducing the likelihood of reoffending. The Confederation of European Probation (CEP) identifies continuity as an increasingly important factor in improving post‑release outcomes and reducing reoffending, noting that technology in probation should enhance continuity of supervision, information, and professional relationships rather than disrupt rehabilitative practice.⁶
Technology That Supports, Not Replaces, Human Relationships
Digital tools are not a substitute for professional judgement or human connection. Their value lies in supporting consistency, accessibility, and engagement, while allowing practitioners to focus on motivation, decision-making, and support.
Ethical implementation remains essential. This includes strong data protection, inclusive design, and a balance between digital and in-person services. When done well, technology can enhance dignity, autonomy, and trust rather than undermine them.
Where Evidence, Action, and Better Outcomes Meet
The combination of LS/CMI and Core Pathway reflects a broader evolution in justice systems worldwide, one that recognizes that better outcomes are possible when evidence, design, and delivery work together.
As the evidence continues to grow, it increasingly reinforces a clear message: when insight is translated into structure, continuity, and daily action, change becomes more achievable and more sustainable. The results are not abstract. They show up as lower rates of reoffending after release and greater stability during the critical transition back into the community. Most importantly, these gains extend beyond the individual. They contribute to safer environments for staff, more effective use of resources for institutions, and stronger, more resilient communities overall. Together, LS/CMI and Core Pathway points toward a future where rehabilitation is not only more effective, but more person-centered, rooted in evidence, enabled by technology, and focused on lasting positive impact.
Have questions? Get in touch with a member of our team.
References
¹ Hicks, D. L., Comartin, E. B., & Kubiak, S. P. (2021). Transition planning from jail: Treatment engagement, continuity of care, and rearrest. Community Mental Health Journal, 57, 1370–1382. https://doi.org/10.1007/s10597-021-00820-x
² Howard, M. V. A., Barkworth, J., & Thaler, O. (2022). Implementing digital technologies in prisons: Inmate uptake and perceived value of in‑cell digital tablets (Research Bulletin No. 54). Corrective Services NSW, Corrections Research Evaluation and Statistics. https://dcj.nsw.gov.au/content/dam/dcj/corrective-services-nsw/documents/research-and-statistics/research-bulletin/rb54-implementing-digital-technologies-in-prisons.pdf
³ McDougall, C., Pearson, D. A. S., Torgerson, D. J., & Garcia-Reyes, M. (2017). “The effect of digital technology on prisoner behaviour and reoffending: a natural stepped-wedge design.” Published in the Journal of Experimental Criminology.
⁴ Mahajan, Y., Sarker, A., Chong, C. S., & Howard, M. (2023). Impacts of digital tablets on trends in correctional centre safety and order: A controlled interrupted time series study (Corrections Research Evaluation and Statistics Research Brief No. 11). Corrective Services New South Wales. https://www.researchgate.net/publication/375523533_Impacts_of_digital_tablets_on_trends_in_correctional_centre_safety_and_order_A_controlled_interrupted_time_series_study
⁵ McDougall, C., Pearson, D. A. S., Torgerson, D. J., & Garcia‑Reyes, M. (2017). The effect of digital technology on prisoner behavior and reoffending: A natural stepped‑wedge design. Journal of Experimental Criminology, 13(4), 455–482. https://doi.org/10.1007/s11292-017-9303-5
⁶ Confederation of European Probation. (2024). *Practice recommendations regarding technologies in probation*. https://www.cep-probation.org/wp-content/uploads/2024/11/Practice-rec-Technology_final.pdf
