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Using Data Science to understand Educational Risk Factors for Self-harm and Suicidal Behaviour in Young People
What do records in schools tell us about a child’s risk of suicide?
The project
Nearly one in ten young people self-harm or think about suicide. This is particularly worrying as we know that self-harm and suicidal thoughts are the biggest risk factors for someone attempting to take their own life.
At present, our understanding of these risk factors is limited – and children facing suicidal thoughts often go unnoticed, without vital help.
If we were able to identify warning signs in schools, we would have the opportunity to create targeted interventions to prevent children and young people from attempting suicide.
To do this, Dr Rina Dutta and her team are linking data from schools with mental health data – providing a unique insight that will be able to determine if factors in schools can predict suicidal behaviours.
The process
Rina will be taking anonymised electronic data, which is regularly collected by schools, and linking it to health and hospital records for 180,000 young people aged between 10-17 years, including those from socially disadvantaged backgrounds.
Hospital records indicate whether a child has been admitted to A&E with self-harm or suicidal behaviour. By linking this data to school data and other health records she aims to gain a far greater understanding of the factors in a child’s life that may have caused suicidal tendencies.
This includes looking at the impact of stressful life events like starting exams and changing schools – as well as environmental factors such as abuse, and absence from school. Whether a child has special needs or long-term physical health conditions, and their levels of engagement in Child and Adolescent Mental Health Services, will also be taken into account.
The potential
Rina’s innovative research will provide unprecedented insight into school-based risk factors for suicide – with the potential to inform targeted prevention strategies.
Her work will help to highlight the children most at risk of suicide – enabling services to intervene at a vital time and support children to get better.
Dr Rina Dutta is a Senior Clinical Lecturer in the Psychological Medicine department at Kings College London. Her work focuses on suicide prevention and training and services for mental and physical health.
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