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ADHD Remote Technology and ADHD transition: predicting and preventing negative outcomes (ART-transition)

Lead Research Organisation: King's College London
Department Name: Social Genetic and Dev Psychiatry Centre

Abstract

Late adolescence is a highly challenging and potentially critical period for young people with attention deficit hyperactivity disorder (ADHD) that can lay the foundations for diverging adulthood trajectories. Many of the conditions that frequently co-occur with ADHD, such as depression, delinquency and substance misuse, often first emerge in adolescence. Major life transitions at this age, such as leaving education, starting work or moving out of the parental home, lead to multiple new demands and changes in available support networks, further increasing the vulnerability of young people with ADHD. This vulnerable phase coincides with the transition from child and adolescent mental health care to adult ADHD services, which itself is a focus of major current clinical concern: new UK data show that most youth with ADHD do not successfully transfer to adult services, despite significant needs for ongoing treatment. Therefore, many young people with ADHD do not receive appropriate interventions at a time when they may need them most. Opportunities for intervention are currently not fully realised due to both the young people's disengagement from clinical services and our limited understanding of real-world targets for more holistic interventions. We propose a research programme that directly addresses these needs and matches recently highlighted research priorities: (1) a 2022 review of recommendations for ADHD transition highlights the lack of longitudinal tracking studies through transition and the need for modern tools such as smartphone apps, as part of ADHD mental health care; (2) a 2022 publication from the longitudinal Multimodal Treatment study of ADHD (MTA) suggests ADHD is typically a 'chronic but waxing and waning disorder', where environmental factors likely influence when the biological vulnerability leads to clinically significant symptoms and impairment. The MTA study highlights environmental factors and health behaviours that can trigger fluctuations in symptoms and impairment as a key research priority.

Remote measurement technology (RMT) offers the potential to: a) obtain ongoing, long-term, real-world data at a level of detail that was previously impossible; b) identify real-world targets for intervention that include environmental factors and health behaviours; and c) transform monitoring, self-management, personalised treatment and engagement with clinical services during ADHD transition. Our team is in a unique position to drive these advances, using RMT we have developed specifically for ADHD (ages 16+): the ADHD Remote Technology system. We will address three core questions on the transition to adulthood for individuals with ADHD: what changes take place, what predicts them, and how can we prevent negative outcomes and support healthy lifestyles? We will remotely monitor 250 young people with ADHD over a two-year continuous assessment period, using both active and passive monitoring. The active monitoring involves the participant completing questionnaires and a speech task on a purpose-built smartphone Active App and completing cognitive tasks on a home computer. The passive monitoring involves data collection using a wearable device and a purpose-built smartphone Passive App (e.g. on physical activity, sleep, social interaction, relative location, digital usage). We then co-design, with young people with ADHD, a prototype for a new ADHD-transition smartphone app. It aims to prevent negative outcomes and support healthy lifestyles, by facilitating self-management, personalisation of treatment and engagement with adult services. App components may include personalised feedback, personalised educational components, prompts, alerts and data sharing with clinicians. Our approach focuses on giving young people with ADHD greater autonomy in how they manage their ADHD, in collaboration with their clinician, and places the emphasis on modifiable environmental factors and the prevention of negative outcomes.

Technical Summary

Late adolescence is a highly challenging and potentially critical period for young people with attention deficit hyperactivity disorder (ADHD) that can lay the foundations for diverging adulthood trajectories. Yet most young people with ADHD do not receive appropriate interventions during this vulnerable period due to both their disengagement from clinical services during the transition to adult ADHD services and our limited understanding of real-world targets for more holistic interventions. Remote measurement technology offers the potential to: a) obtain ongoing, long-term, real-world data at a level of detail that was previously impossible; b) identify real-world targets for intervention that include modifiable environmental factors and health behaviours; and c) transform monitoring, self-management, personalised treatment and engagement with clinical services during ADHD transition. Using our new ADHD Remote Technology (ART) system, which incorporates a wearable device and purpose-built smartphone Active and Passive Apps, we will remotely monitor 250 transition-age young people with ADHD continuously for 24 months. We address three main aims: Aim (1) To identify, with precision, the nature and timing of the real-world changes that take place in the transition to adulthood. We measure changes in ADHD and co-occurring psychiatric symptoms; treatment adherence and engagement with clinical services; healthy lifestyle behaviours (physical activity, sleep, daily structure, online lifestyle), social support and employment/studies; and objective markers (digital signals and cognition). Aim (2) To identify what predicts such changes. Aim (3) To co-design, with young people with ADHD, clinicians and engineers, a prototype for a new ADHD-transition interactive smartphone app. It aims to prevent negative outcomes and support healthy lifestyles, by facilitating self-management, personalisation of treatment and engagement with adult services.

Publications

10 25 50
 
Description Blog Post on Inspire the Mind 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact The writing of a 1000-word blog post about the transition age in adolescents with ADHD, and the advantage of using remote measurement technology to study this period.
Year(s) Of Engagement Activity 2024
URL https://www.inspirethemind.org/post/transition-to-adulthood-for-individuals-with-adhd
 
Description Blog Post on King's College London Website 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact This blog post was written to raise awareness about the challenges of the transition from late adolescence into adulthood for young people with ADHD for Children's Mental Health Week 2025. The blog also provided an introduction to the ART-transition study and an invitation to get in contact if interested in participating. The blog was shared via the Institute of Psychology, Psychiatry and Neuroscience on LinkedIn, Bluesky and Instagram pages. The LinkedIn post gained the most traction, with 80+ reactions and 15+ reposts. The research assistant who wrote the blog post was also approached to give a seminar talk to MSc students within King's College London by a colleague who read the blog.
Year(s) Of Engagement Activity 2025
URL https://www.kcl.ac.uk/adhd-over-time
 
Description Lecture to MSc students 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact A two-hour lecture to MSc in Clinical Neurodevelopmental Science titled 'Attention deficit hyperactivity disorder'. This lecture included information on ART-transition.
Year(s) Of Engagement Activity 2024
 
Description Lecture to MSc students 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact A two-hour lecture to MSc in Developmental Psychology and Psychopathology titled 'Attention deficit hyperactivity disorder'. This lecture included information on ART-transition.
Year(s) Of Engagement Activity 2025
 
Description Lecture to MSc students (University of Nottingham) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact A lecture by Prof Maddie Groom on assessment methods in ADHD, which referred to the growth in digital technology to support the assessment of ADHD, including RADAR-CNS and the ART-transition study.
Year(s) Of Engagement Activity 2025
 
Description Patient and Public Involvement Event 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Patients, carers and/or patient groups
Results and Impact This workshop involved the Initial consultation on the general study design, gauging whether the group thought a longitudinal remote measurement technology study would be feasible for young people and what payments and devices would be appropriate.
Year(s) Of Engagement Activity 2021
 
Description Patient and Public Involvement Event 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Patients, carers and/or patient groups
Results and Impact This PPI event was an introduction to the study in further detail for the finalised PPI panel members. This session was focused on explaining the study design in detail, answering any questions members had about the study methodology and planning the timeline for PPI meetings.
Year(s) Of Engagement Activity 2024
 
Description Patient and Public Involvement Event 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Patients, carers and/or patient groups
Results and Impact A virtual PPI focus group to get attendees' feedback on patient-facing documents to ensure they were relevant and inclusive. Participants gave detailed and valuable feedback that led to significant changes in patient-facing documents. For example, when asking participants about life events, the group suggested adding 'making new friends' and 'moving house' as events as these events were of particular importance to young people. Feedback was also provided on how best to ask personal questions about family financial circumstances, with these questions being limited to baseline questionnaires rather than monthly remote monitoring questionnaires. Furthermore, language was altered to be less gendered, e.g. from 'boyfriend/girlfriend' to partner.
Year(s) Of Engagement Activity 2024
 
Description Patient and Public Involvement Event 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Patients, carers and/or patient groups
Results and Impact A virtual focus group was run with young people (19-21 years old) with ADHD to understand the main difficulties and barriers in the transition age. This session also consulted on the feasibility of our study design and how the group thought the study would best benefit and engage young people.
Year(s) Of Engagement Activity 2022
 
Description Podcast interview for 'Inspiring Women - Professors at the IoPPN' podcast series (available on Spotify) 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Professor Jonna Kuntsi (PI) was interviewed about the ADHD Remote Technology (ART) research programme that she leads, including the ART-transition project, and her career. The podcast is available on Spotify and is part of the Institute of Psychiatry, Psychology and Neuroscience (IoPPN) podcast series "Inspiring Women - Professors at the IoPPN".
Year(s) Of Engagement Activity 2025
URL https://open.spotify.com/show/4ivmY1w67DWCkiGyJT1nPZ?si=71871e882df74c30
 
Description Talk in a seminar series about digital approaches to mental health 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact This talk by Professor Maddie Groom highlighted the challenges that people with ADHD are facing when it comes to accessing healthcare, and outlined how innovations in digital technologies may support and augment the care pathway for ADHD, describing the ART-transition study and the level of downstream impact it could have for young people with ADHD. It was part of the ECNP GetDigital webinar series, a series of talks showcasing how digital approaches are fundamentally changing mental healthcare. The talk was well received by an audience of international researchers and sparked a dialogue about the potential of digital technologies in ADHD research and treatment.
Year(s) Of Engagement Activity 2025
 
Description Talk to clinical practitioners as part of their career development program (CPD) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Practitioners (ranging from consultant paediatricians, trainee doctors, clinical psychologists, assistant and trainee psychologists, occupational therapists, speech and language therapists, physiotherapists, and nurse specialists) attended the talk, which introduced the background to the ART-transition study and its aims and objectives.
Year(s) Of Engagement Activity 2025