Bridging the research-practice gap: What linked administrative data reveals about young people’s pathways into criminal justice involvement
Categories: Research using linked data, Blogs, Research findings, ADR UK Research Fellows, ADR England, Children, young people & education, Crime & justice
20 August 2026
In this blog, ADR UK Research Fellow Dr Liliana Belkin reflects on a recent roundtable that brought together researchers, practitioners and advocates to explore what linked administrative data can tell us about young people vulnerable to criminal justice system involvement, and how evidence can help shape future policy and practice.
Across England, some young people experience multiple and overlapping vulnerabilities and disadvantages before coming into contact with the criminal justice system. Linked administrative data is helping researchers understand these pathways, showing how factors such as care experience, unmet Special Educational Needs and Disabilities (SEND), school exclusion and poverty can intersect over time and increase the likelihood of youth justice involvement.
This work raises an important question: how can research evidence better support earlier intervention and more joined-up approaches for young people whose needs span multiple services?
Why we brought researchers, practitioners and advocates together
On 20 May, I and seven other ADR UK-funded researchers using the Ministry of Justice linked to Department for Education (MoJ-DfE) dataset convened an online roundtable that had been a long time in the making.
Bringing together 23 individuals from 14 organisations – researchers, practitioners, and advocates working across youth justice, care, education, and SEND – the event marked the beginning of something we hope will grow into a sustained collective voice for some of the most marginalised young people in England.
The roundtable set out to:
- Share key findings from population-level research on education, vulnerability and youth justice involvement
- Identify policy and practice priorities, evidence gaps and implications
- Build a cross-sector, intersectional collective to shape future policy and practice.
In the session, we presented a two-page synthesis of findings from our collective research into education and youth justice -related to care-experience, SEND/neurodivergence, exclusions, alternative provision, racial/ethnic disparities, gender differences and poverty -gaining participant feedback about its relevance, usefulness to their work, and areas for improvements. We also brainstormed a set of action steps and priorities to bring to government agencies, in order to help shape ongoing and forthcoming reforms in education, SEND, youth justice, and alternative provision.
Meet the researchers
- Dr Vickie Barrett
- Dr Liliana Belkin
- Christabel Coles
- Dr Hannah Dickson
- Dr Katie Hunter
- Dr Hope Kent
- Dr Anna Leyland
- Dr Alice Wickersham
For more information, learn about these ADR UK affiliated communities:
How it came about
The roundtable grew directly out of a programme of research conducted by ADR UK-funded researchers [EC1] (past and present) who have used the linked MoJ-DfE dataset — a rich source of de-identified, population-level administrative data that allows researchers to understand children’s experiences across education and justice systems over time.
Though we were working independently on different aspects of vulnerability, we all began to notice the same thing: the young people appearing in the data did not neatly fit into one category.
Some were both care experienced and excluded from school. Some had unmet SEND needs while also living in poverty. Some were Black, Mixed heritage or Gypsy/Roma/Traveller children who were also looked after. Some had experienced ‘disruptions’ in their education, moving from mainstream schools to alternative provision settings, after being temporarily or permanently excluded from school.
Their vulnerabilities did not exist discretely or in silos, but intersected, compounded, and often accumulated over time, placing these young people in positions where they were more likely to interact with the youth justice system.
Importantly, however, the systems designed to support these young people largely operate in silos. This can overlook their overlapping needs and strengths, miss opportunities for early intervention, and make it difficult to deliver coordinated, appropriate support across systems and services. As a result, too many young people are 'falling through the gaps'. We want to re-centre that urgency by highlighting the need for more joined-up services that improve both support and outcomes.
Research findings are often similarly fragmented — audiences aren't always aware of them, able to access them, or have time to trace the connections across studies. Through this collaboration, we set out to change that.
We created a readable, accessible two-page synthesis for practitioners, government actors, policymakers, advocacy groups and research organisations, to inform ongoing and future policy reforms. More than that, we wanted to build a collective voice for policy and practice change, align priorities across sectors, identify gaps in research and knowledge, and co-develop concrete action steps.
What the research tells us
Together, the findings from the eight studies paint a compelling portrait of the educational and social markers of vulnerability — SEND, care experience, exclusions, poverty, and more — and how strongly they correspond with an increased likelihood of youth justice contact and involvement.
Care experience
- Care-experienced children are disproportionately likely to have youth justice involvement.
- Nearly all ethnic minority groups with care experience have higher youth justice involvement than White British peers
- Care experienced girls are eleven times more likely to receive a custodial sentence than girls with no welfare involvement
- Year 11 pupils with a designated special educational need were more likely to have a criminal caution or conviction if they'd also had a child welfare intervention
These patterns around care experience intersect and overlap with SEND:
SEND
- Many young people in the justice system have unidentified or unmet needs — ADHD, autism, acquired brain injury, specific learning difficulties, and more
- Early developmental delays combined with poverty create a 'double disadvantage' that raises their likelihood of later justice contact
- System failure: These are consequences of unmet needs and marginalisation, not individual deficits — early identification and inclusive education can interrupt this pathway
- Special educational needs are among the strongest predictors of exclusion
- Excluded pupils with SEND are much more likely to have criminal justice system involvement than those with none identified
They also intersect with exclusions, school disruption, and alternative provision placement:
Exclusions, disruptions, and alternative provision
- Multiple fixed-term exclusions markedly increase the likelihood of youth justice involvement
- Permanent exclusion along with temporary exclusions, particularly as these escalate, increase the likelihood of youth justice involvementSchool exclusions were a key predictor of offending with around a third of individuals excluded before their first justice contact
- Exclusion, gender and KS1 attainment were among the strongest predictors of offending trajectory, identifiable from school records before any justice contact
- Children who moved from mainstream school to alternative provision mid-year show a spike in offending rates, suggesting disruption itself is a risk factor
- Alternative provision settings disproportionately serve pupils with concentrated and overlapping vulnerabilities compared to mainstream schools. Pupils in alternative provision or Pupil Referral Units pupils are 11x more likely to be persistent absentees and 5x more likely to have an offence documented on the Police National Computer. They also have far higher rates of SEND, low attainment, care involvement and prior exclusion
- Exploratory findings using causal inference suggest attending alternative provision or a Pupil Referral Unit may be somewhat protective against offending compared to mainstream school, once other vulnerability factors are accounted for
And they shape offending and re-offending trajectories:
Educational attainment/performance, gender and offending/re-offending trajectories
- Declining educational performance relative to peers throughout school was associated with first offences in young adulthood, including for serious violence offences”
- : Excluded school pupils who did not achieve grades A-C or 9-5 in Maths and English were over twice as likely to be involved in the criminal justice system than those who did achieve these grades.
- Excluded males were over twice as likely be justice involved than excluded females.
- For female offenders, they have distinct re-offending trajectories, with their own patterns of onset, persistence and desistance
- Female offending has unique markers — later onset, fewer violent offences, and drivers like free school meal (FSM) eligibility — pointing to the need for gender-responsive interventions
- Future reoffending: SEND, FSM, low Key Stage 1 attainment and exclusions prior to first offence were associated with reoffending into adulthoodupon release from prison
Gypsy/Roma/Traveller young people are disproportionately represented across youth justice, exclusions, and custodial outcomes. These disparities do not operate in isolation: they interact with the above vulnerabilities to make poor outcomes even more likely.
Taken together, this body of evidence paints a clear picture: these are not a result of personal ‘failings’ on the part of individual young people. They are the consequences of unmet needs, lack of appropriate and timely intervention, fragmented service provision across sectors (education, care, health, SEND, justice), and systemic marginalisation.
Why now, why it matters, and next steps
The timing felt important. The UK Government's Every Child Achieving and Thriving white paper, forthcoming SEND reforms, the previous government priorities around the Safer Streets Mission, and the adoption of a Child-First approach to youth justice all signal a moment of policy openness. We wanted to bring the evidence to the people working closest to these young people — and to hear from them about what the research means in practice, where the gaps are, and what needs to change.
Moving forward, we are re-working the synthesis based on the attendees’ feedback and finalising policy, research and intervention priorities. Next, we are planning several events to engage with relevant stakeholders in DfE, and will hold an All-Party Parliamentary Group event in autumn this year.
Acknowledgements
Thank you to ADR UK, UK Research and Innovation, Karen Powell, Lola Brookes and Shayda Kashef for support to deliver this event. Thank you to the attendees for dedicating time to engage with us and to my fellow research colleagues.