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Record W4413196781 · doi:10.2196/69943

A Neuroaffirmative, Self-Determination Theory–Based Psychosocial Intervention for Adults With Attention-Deficit/Hyperactivity Disorder: Randomized Feasibility Study

2025· article· en· W4413196781 on OpenAlexvenueno aff
Rebecca Elizabeth Champ, Rita Wengorovius Meneses, Marios Adamou, Warren Gillibrand, Sally Arrey, Barry Tolchard

Bibliographic record

VenueJMIR Formative Research · 2025
Typearticle
Languageen
FieldMedicine
TopicAttention Deficit Hyperactivity Disorder
Canadian institutionsnot available
Fundersnot available
KeywordsPreprintPsychosocialIntervention (counseling)PsychologyClinical psychologyPsychotherapistMedicinePsychiatryComputer science

Abstract

fetched live from OpenAlex

BACKGROUND: Neurodevelopmental disorders are complex and heterogeneous, creating challenges for treatment design. Multiple syndromes are associated with executive function (EF) deficits; however, theories of attention-deficit/hyperactivity disorder (ADHD) centralize a singular perspective of outcomes arising from EF impairments in adults. Deficit-based etiologies state ADHD-related EF impairments interfere with agentic self-development, perspectives that may inadvertently contribute to social stigma and influence neurotype dysphoria in ADHD identity construction. Challenges to this perspective highlight heterogeneity, context variability, the absence of a single EF deficit of origin, correlational neuroimaging data, and limited investigation into altered brain activity in ADHD research. Recommendations for psychosocial interventions primarily support cognitive behavioral therapy, which centers on a deficit-based etiology of ADHD and prioritizes symptom reduction and cognitive control of self-regulation as treatment outcomes-skills that require additional cognitive effort and may involve avoidance of emotional experiences to minimize negative affect. Transdiagnostic approaches are recommended to gain new insights into mental health challenges. Self-Determination Theory (SDT) presents a transdiagnostic approach that offers alternative outcomes by prioritizing basic psychological need satisfaction, which supports strong identity formation, motivation, and self-regulation. OBJECTIVE: This study examines the feasibility and effects of an SDT-based quality-of-life therapeutic intervention for adults with ADHD. METHODS: We aimed to recruit 30 participants aged 18 years or older with a confirmed diagnosis of ADHD and access to an internet connection. Participants were recruited from the Adult ADHD Clinic at the South West Yorkshire Partnership National Health Service Foundation Trust and allocated through 4-block randomization by a nonblinded researcher to either an 11-session therapeutic coaching intervention (n=11) or a control waitlist (n=9) condition. Feasibility was evaluated by pretreatment and posttreatment measurements of health-related quality of life (QoL), psychological distress, ADHD symptoms, ADHD-related QoL, self-reflection and insight, autonomous functioning, and individual outcome measures of impairment. Participants also responded to a qualitative feedback interview question on intervention value. RESULTS: Adherence was high for both intervention completion (10/11, 91.6%) and control condition completion (9/11, 81.8%). Results showed clinically significant improvement on measures of psychological distress, specifically in the subscales of problems (z=0.0; P=.01), nonrisk (z=2.0; P=.01), functions (z=5.0; P=.02), and well-being (z=6.0; P=.03), as well as ADHD symptoms (z=3.0; P≤.01), particularly inattention (z=3.0; P≤.01), outcomes not specifically targeted by the intervention. Additional clinically significant findings of improvement in QoL, specifically in outlook subscale (z=21; P=.67), reduction of distress in problems identified in the individual outcome measure and the need for self-reflection subscale of self-reflection for the control group (z=1.0; P=.05) indicate potential positive effectiveness despite the impact of COVID-19. Positive qualitative feedback on usefulness and transferability of the intervention was provided by 90% (20/23) of participants. CONCLUSIONS: This study suggests that a randomized controlled trial of an SDT-based psychosocial intervention with nondeficit-based outcomes for adults with ADHD is feasible and recommended. TRIAL REGISTRATION: ClinicalTrials.gov NCT04832737; https://clinicaltrials.gov/study/NCT04832737.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0010.002
Open science0.0020.002
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0130.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.039
GPT teacher head0.436
Teacher spread0.397 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designRandomized trial
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

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