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Record W4417474499 · doi:10.15353/cjds.v14i4.1300

“The refusal to fit into boxes”: Interview findings on ADHD and neurodiversity

2025· article· W4417474499 on OpenAlexfundvenueaboutno aff
Brianna Urquhart, Lauren Chan, Margaret F. Gibson, Bridget Livingstone, Hannah Monroe

Bibliographic record

VenueCanadian Journal of Disability Studies · 2025
Typearticle
Language
FieldMedicine
TopicAttention Deficit Hyperactivity Disorder
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaUniversity of Waterloo
KeywordsEthnographyScholarshipIdentity (music)Focus (optics)Affect (linguistics)Social constructionism

Abstract

fetched live from OpenAlex

What do people with Attention-Deficit Hyperactivity Disorder (ADHD) think about neurodiversity? How does it affect what they do? While a burgeoning body of scholarship has examined the concept of neurodiversity, this work has often restricted its focus to autism, or addressed more general ideas about neurodivergence. Little existing research explores what neurodiversity means to people with ADHD. This paper presents a subset of findings from a multimethod project on how people use the language and concept of neurodiversity. We examined 11 interviews with diverse participants living in Southern Ontario who all identified as having ADHD, which we analyzed using an institutional ethnographic approach. Participants shared a diverse range of ideas, feelings, relationships, and experiences with neurodiversity. For some, neurodiversity was an integral aspect of their identity or provided useful language to advocate and educate, while others expressed uncertainty or discomfort with adopting this identity. Diagnosis was highlighted as a particularly complex issue without clear agreement. We found that people understood neurodiversity through their experiences of community, especially within online and activist circles. Those who did feel connected with neurodiversity described it as an empowering lens with which to organize their lives. People with ADHD have important insights to share about neurodiversity that can inform needed changes across social domains such as education, employment, identity, and activism. We consider the implications of these findings for future research and practice.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.203
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.110
GPT teacher head0.382
Teacher spread0.272 · 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 teacher head, not a consensus.

Study designObservational
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 routes3
Has abstractyes

Explore more

Same venueCanadian Journal of Disability StudiesSame topicAttention Deficit Hyperactivity DisorderFrench-language works237,207