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Record W2883379219 · doi:10.5539/ies.v11n8p79

Experiencing Disability in the School Context: Voices of Young People Diagnosed With ADHD in Spain

2018· article· en· W2883379219 on OpenAlexaffvenue
Paulo Padilla Petry, Carla Soria-Albert, Jennifer A. Vadeboncoeur

Bibliographic record

VenueInternational Education Studies · 2018
Typearticle
Languageen
FieldMedicine
TopicAttention Deficit Hyperactivity Disorder
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPsychologyContext (archaeology)Attention deficit hyperactivity disorderQualitative researchPsychiatryDevelopmental psychologyClinical psychology

Abstract

fetched live from OpenAlex

Researchers have begun to inquire into the experiences of young people with ADHD, including how they define ADHD and how a diagnosis of ADHD affects them. ADHD is considered a neurodevelopmental disorder and diagnosis is frequently requested by school professionals. The purpose of this qualitative study was to examine the experiences of young people in Spain who are diagnosed with ADHD through student voice research. Using semi-structured interviews, we found that while the participants tended to reproduce the conventional psychiatric discourse on ADHD, they also produced their own explanation of ADHD and of the effects of being labelled with ADHD on their lives in school. Our results highlight both the school’s role in advocating for a diagnosis of ADHD and the lack of an adequate instructional response for students once they have been diagnosed.

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)0.003
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0030.005
Scholarly communication0.0040.002
Open science0.0010.004
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.062
GPT teacher head0.415
Teacher spread0.353 · 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 designQualitative
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

Citations2
Published2018
Admission routes2
Has abstractyes

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Same venueInternational Education Studies→Same topicAttention Deficit Hyperactivity Disorder→French-language works237,207→