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Record W4306893384 · doi:10.1080/13603116.2022.2137589

Meaningful participation in a general education classroom of a student with significant disabilities: bridging the fields of occupational therapy and inclusive education

2022· article· en· W4306893384 on OpenAlexaff
Sarah Skinner, Jennifer Katz, Vicki Knight

Bibliographic record

VenueInternational Journal of Inclusive Education · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsThematic analysisMainstreamInclusion (mineral)PsychologyCurriculumOccupational therapyMainstreamingSpecial educationPedagogyQualitative researchLeast restrictive environmentMathematics educationMedical educationSocial psychologyMedicineSociology

Abstract

fetched live from OpenAlex

Students with significant disabilities often attend general education (mainstream) classrooms, yet they are not receiving adequate support to experience full school participation. This qualitative case study was conducted to explore how key intrinsic (i.e. personal skills and abilities) and extrinsic (i.e. environmental) factors influence the participation of an elementary (primary) student with significant disabilities in an inclusive placement. Our goal was to promote a deeper understanding of meaningful participation that bridges the fields of occupational therapy and inclusive education. Using the Person-Environment-Occupation-Performance (PEOP) model as a theoretical framework and single-case design, data were collected from classroom observations and semi-structured interviews with the teacher, education assistant, and classmates of a third-grade student with physical and intellectual disabilities. Thematic analysis was deductive, guided by the theoretical framework. Findings suggest the expression of personal skills and abilities is dependent on extrinsic factors, such as the classroom culture and social environment. Findings also suggest a student with significant disabilities experiences minimal participation in occupations that foster academic inclusion. To promote meaningful participation in general education classrooms, we suggest addressing contextual factors that facilitate participation in occupations linked to the curriculum, thus supporting the need for collaborative partnerships between teachers and occupational therapists.

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 score0.134
Threshold uncertainty score0.998

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.041
GPT teacher head0.427
Teacher spread0.385 · 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

Citations8
Published2022
Admission routes1
Has abstractyes

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