Active Mental Health Psychology & Behaviour

An innovative AI-based web app that reduces wait times for assessing and treating students with ADHD, resulting in a 130% improvement in attention

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Teachers in the UK are using a new AI web app called Pebble to assess students for ADHD in minutes instead of waiting over a year for a clinical appointment. The tool, developed by the edtech SME Schologists, aims to cut the long delays that leave many children without support—delays that are especially severe in lower-income areas. Unsupported ADHD drives high exclusion rates, teacher burnout, and long-term unemployment. Pebble gives teachers an immediate assessment, saving them hours per student and freeing up time for teaching. If the app works at scale, it could reduce the number of students facing fixed-term exclusions in each school and improve classroom attention. The project is not fundamental science; it is a direct application of existing AI to a pressing practical problem in education and mental health. Success would mean faster access to help for thousands of children, lower costs for schools and government, and better long-term outcomes for students who currently fall through the cracks.

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Schologists is a UK-based education/edtech SME led by Samuel Swidzinski (project lead), Rob Mann (technical lead) and Karly Drabot (research lead). 42% of teachers feel ill-equipped to support ADHD needs, with more than 50% of students with ADHD facing fixed-term school exclusions and 30% struggling with chronic unemployment. ADHD affects 5% of children in the UK and 8% globally. Children often wait over a year for assessment and intervention, with longer waits in lower socio-economic areas. The average cost of interventions per student is £5.49K, costing the government £670M annually. The cost of unsupported ADHD reaches billions in the UK and hundreds of billions globally. ADHD impacts educational outcomes and increases teacher burnout, with up to 74% of teachers experiencing it. In the long term, ADHD reduces individuals' net worth by 75% at retirement. The first AI web-based app to reduce wait times for assessing and treating students with ADHD is being developed by Schologists. By providing immediate assessments, this solution saves teachers an average of seven hours per student, resulting in a total annual saving of 302 hours for schools, with 27% of students seeking referrals. With Pebble, teachers can spend more time on education, which could reduce exclusion for 21 at-risk students in each school. Additionally, it enhances attention by 130%.

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