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Record W2765731397 · doi:10.1080/13603116.2017.1395087

The psy-disciplines go to school: psychiatric, psychological and psychotherapeutic approaches to inclusion in one UK primary school

2017· article· en· W2765731397 on OpenAlexaboutno aff
Beth Barker, China Mills

Bibliographic record

VenueInternational Journal of Inclusive Education · 2017
Typearticle
Languageen
FieldMedicine
TopicAttention Deficit Hyperactivity Disorder
Canadian institutionsnot available
Fundersnot available
KeywordsInclusion (mineral)PsychologyMental healthEmpirical researchPedagogySocial psychologyPsychotherapist

Abstract

fetched live from OpenAlex

A growing body of research, largely from the global North, and particularly from North America, highlights the increasing psychiatrisation, medicalisation and psychologisation of children and childhood, and suggests that schools and educators play a key role in these processes. This increasing diffusion of psy-expertise within educational spaces signifies a cultural shift that has profound effects on teacher and student subjectivity, and on institutional and professional practices. Educators in many countries are said to be on the ‘front-line’ in identifying mental health issues, recommending treatment pathways, and sometimes helping to administer psychopharmaceuticals. The alacrity with which educators engage in these practices varies internationally, with reported occurrence being much higher in the United States and Canada, compared to the United Kingdom, where there is a lack of research. Drawing upon a case study in a UK primary school, this paper makes an original and timely contribution to research into UK teacher’s perceptions of inclusion in relation to social, emotional and behavioural difficulties and, in particular, attention-deficit hyperactivity disorder, as they navigate the interface of psychology and education. Contrary to some previous research, the educators in this study viewed the distribution of psychopharmaceuticals negatively, and showed a preference for psychotherapeutic approaches to inclusion. This research provides much needed empirical findings to a growing but largely theoretically informed body of research exploring whether, and if so then how, educators are implicated in the mobilisation of psy-expertise within children’s lives.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.435
Threshold uncertainty score0.493

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
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 head0.103
GPT teacher head0.415
Teacher spread0.312 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations16
Published2017
Admission routes1
Has abstractyes

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