About us
Seeing the bigger picture of children and young people’s health
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Our children are experiencing some of the worst health outcomes in Europe – rising need is overwhelming the services available, leaving big gaps and long delays to access vital support. We need a radically different approach to how we support children and young people’s health, and that’s where CADRE (Children and Adolescents Data Resource) comes in.
Our health, education and social care services routinely collect valuable information about children and young people. On their own, these records only tell part of the story. When they are brought together safely and responsibly, they can help us understand what really shapes children’s mental and physical health and how support can reach them earlier.
CADRE exists to make that possible.
CADRE is a network of locally governed databases that securely link pseudonymised information from healthcare services, social services and education. It has been designed specifically to support children and young people’s health research, innovation and service improvement — helping professionals see the full picture rather than isolated fragments.
The first CADRE is currently in development in Cambridge. We have partnered with NIHR Mental Health Translational Research Collaboration Mental Health Mission (NIHR MH-TRC MHM) to bring CADREs to other parts of the UK and help researchers understand and support the mental health needs of children and young people.
Why does CADRE matter?
Children’s health is shaped by many connected factors: genetics, early life experiences, family and community environments, education, physical health, mental health, and biology. Today, information about these factors sits in many different systems that cannot easily be analysed together.
This fragmentation makes it harder to:
- identify problems early
- understand how different factors interact over time
- design services that work for real communities
- develop treatments and technologies designed specifically for children and young people
CADRE is designed to overcome these challenges by securely linking data across sectors, creating a richer, more connected and ethically governed resource that no single organisation could build alone.
How does CADRE help children and families?
By bringing information together at a population level, CADRE helps researchers, clinicians and service planners build a deeper understanding of the challenges children and young people face, in health, at school and in their wider environment.
This insight can support:
- earlier identification of need, before problems become severe
- better‑targeted services and support in the community
- more effective treatments and interventions
- better use of resources, focused where they can make the greatest difference
Over time, this means more children and young people getting the right help at the right time before they reach crisis point.
For example, in one project, Timely researchers will use data from CADRE to help them design a suite of Artificial Intelligence (AI) and digital tools to support professionals such as GPs, social workers or hospital staff to identify young people who might be struggling with mental health but aren’t getting the help that they need.
How does CADRE work?
- Local health, education and social care services agree to share their data about children and young people with CADRE.
- Information that can identify a person (such as names, addresses, NHS numbers) is removed and stored separately from clinical data while it is still in local services; this is called pseudonymisation.
- Once the pseudonymisation has been checked, the pseudonymised datasets are securely fed into the CADRE database.
- The data is linked together and securely stored.
- Within CADRE, data is converted into a common format and organised so researchers can use it more easily.
- Separately, the identifiers – which will be needed to re-identify a person in specific circumstances – are also securely fed into the CADRE database and stored in a distinct environment which will never be accessible to researchers.
- A researcher sends a request to use relevant data for a project, based on a specific research question.
- Access to the pseudonymised database will be granted to researchers under very specific circumstances through a screening and approval process.
- If the project is approved, the researcher is given limited access to those areas of the pseudonymised database they need for their project and given training on how to use it properly.
- Where a research project would benefit greatly from further information from the patients, approved researchers, may search the database for pseudonymised records meeting their inclusion criteria to request re-identification. In these circumstances, the child and/or their parent/guardian will be contacted through their clinician to obtain their consent to be contacted by the researcher. The researcher cannot view the child’s clinical records and contact the family without prior consent.
At every stage, CADRE operates within strong ethical, legal and public‑sector governance frameworks, with data providers retaining control of how their data is used.
How will you keep the data safe?
Keeping children’s and young people’s information safe is central to how CADRE works.
We use the Five Safes framework, which is a set of principles that allows data services to provide safe research access to data. The framework is considered best practice in data protection and is used by a range of other similar databases across the UK including Health Data Research-UK (HDR-UK) and the National Institute for Health Research Design Service (NIHR). Find out more about the Five Safes framework. The principles are described below.
The Five Safes
- Safe data: data is pseudonymised to protect patient confidentiality.
- Safe projects: research projects are approved by the data access committee for the public good.
- Safe people: researchers are trained and authorised to use data safely.
- Safe settings: CADRE is hosted on a Secure Data Environment (SDE), which prevents unauthorised access or use.
- Safe outputs: screened and approved outputs do not disclose personal data.
There’s more information on the Understanding Patient Data website.
Together, these safeguards ensure that data is used ethically, securely and transparently, and only in ways that aim to improve the health and wellbeing of children and young people.
Who is involved in the project?
As the first CADRE is currently being developed in Cambridge, Cambridgeshire and Peterborough NHS Foundation Trust (CPFT) is responsible for it and works in partnership with the University of Cambridge. With the support of a Data Access Committee including all the organisations contributing data at the CADRE-Cambridge SDE, CPFT provides oversight for the data security.
The project is led by Dr Anna Moore, the Principal Investigator. Dr Moore is a consultant child psychiatrist at CPFT and works in paediatric psychological medicine services at Cambridge University Hospitals. She is also assistant professor of child psychiatry and medical informatics at the University of Cambridge, Department of Psychiatry.
She is also the clinical lead for D-CYPHR, an initiative for better genomic research in children’s health. Anna is the Programme Lead for both CADRE and TIMELY, under a broader research initiative to transform the way young people can access timely and appropriate support for their mental health.
We work with many partners, all of whom are critical to helping us build and run CADRE
We work with many partners, all of whom are critical to helping us build and run CADRE.
Our Partners
Anna Freud
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is a world-leading mental health charity for children and families. It supports our Patient and Public Involvement activities via CA:RING (Children and Adolescents: Research Involvement for the Next Generation).
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Bitfount
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is a federated AI and data science platform which enables federated analyses across the CADRE network. The platform provides privacy checks in the release controls, requiring any data leaving CADRE to have differential privacy at an approved level.
Cambridge University Hospitals
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is a family of NHS hospitals, delivering expert patient-led care.
CRATE
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is an open-source software developed at the University of Cambridge. It provides de-identification tools which enable data to be pseudonymised at the source before it enters CADRE, but gives us the functionality to accurately link data across different sources (healthcare, education and social care).
DATAMIND
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DATAMIND is the Hub for Mental Health Informatics Research Development, transforming mental health research across the UK. Co-directed by Professor Ann John (Swansea University) and Professor Rob Stewart (King’s College London), it is funded by the Medical Research Council (MRC) and runs to 2029.
DATAMIND ensures the findability, accessibility, interoperability, and reusability (FAIR) of data, making anonymised data from diverse sources easy to access for better research outcomes. Through collaboration with researchers, policymakers, charities, industry, and more, it drives meaningful change. Above all, it prioritises involving patients and the public to shape research that improves lives.
InterMine
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is an open-source software which provides an easy-to-use interface for standardising data from different sources into a compatible format. It additionally defines “Data Extraction Contracts” which restricts researchers to using only specific sub-sets of data relevant to their project.
Information Governance Services
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are subject matter experts in all things data protection and information governance. They are helping us develop the data federation framework across the CADRE network to ensure that it is compliant with data protection legislation.
NIHR Mental Health Translational Research Collaboration Mental Health Mission (NIHR MH-TRC MHM)
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This research was funded by the Office for Life Sciences and the National Institute for Health and Care Research (NIHR) Mental Health Translational Research Collaboration, hosted by the NIHR Oxford Health Biomedical Research Centre.
The NIHR MH-TRC MHM is one of the healthcare research priorities announced by the UK government as part of its ‘Life Sciences Vision’ (.PDF). The MHM aims to increase capacity in mental health research through providing relevant training and creating better systems to support industry and academic led research and investment across the UK. Specific focus is paid to addressing both areas of unmet need and high burden of mental illness.
Cambridge Team
CADRE is led by Dr Anna Moore. Anna is Assistant Professor in Child Psychiatry and Medical Informatics at the University of Cambridge and an Honorary Consultant in Paediatric Psychological Medicine at the Cambridgeshire and Peterborough NHS Foundation Trust.
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Technical Team
Rudolf Cardinal
Professor of Psychiatry and Informatics,
University of Cambridge
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Jonathan Lewis
Database Manager, Cambridgeshire
and Peterborough NHS Foundation Trust
Rachel Sippy
Research Fellow,
University of Cambridge
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Gos Micklem
Professor of Computational and Molecular Biology,
University of Cambridge
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Governance Team
Taj Sallamuddin
Information Lawyer, Information Governance Services
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Sarah Tantin
Information Law Consultant, Information Governance Services
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NIHR Mental Health Translational Research Collaboration Mental Health Mission (NIHR MH-TRC MHM) Children and Young People’s Mental Health
Professor Rebecca Elliott at the University of Manchester and Professor Helen Minnis at the University of Glasgow are leading on the Children and Young People’s theme for the NIHR Mental Health Translational Research Collaboration Mental Health Mission.
The CADRE partnership will be supporting the delivery of the theme’s “System Development and Integration” work package. Professor Jonathan Green at the University of Manchester will support as a lead for this work package.
You can read more here: https://oxfordhealthbrc.nihr.ac.uk/mhm/children-and-young-peoples-mental-health/
Other CADRE Teams
CADRE Greater Manchester is in the initial development phases.
Additionally, we are setting up CADRE sites in West Midlands and Merseyside.
More details to follow soon.