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Record W4386796088 · doi:10.1177/00084174231201703

Accommodating Students with Disabilities: Fieldwork Educators’ Experiences

2023· article· en· W4386796088 on OpenAlexvenueaboutno aff
Shaminder Dhillon, Sandra Moll, Magda Stroińska, Patricia Solomon

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2023
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsnot available
Fundersnot available
KeywordsOccupational therapyExperiential learningContext (archaeology)PsychologyMedical educationInclusion (mineral)PedagogyProfessional developmentTheme (computing)AccommodationMedicine

Abstract

fetched live from OpenAlex

Background. Fieldwork is an essential part of experiential learning in occupational therapy education. Fieldwork educators identify limits on reasonable accommodation and difficulty implementing disability-related accommodations. Student occupational therapists with disabilities report discrimination from within the profession, including inflexible fieldwork environments. Purpose. To understand the experiences of occupational therapy fieldwork educators in Canada in accommodating students with disabilities and to develop action-oriented practice recommendations. Method. In this interpretive description study, we interviewed 11 fieldwork educators about their experiences accommodating students with disabilities. Interviews were recorded, transcribed, and analyzed using a constant comparative approach. Findings. Educators emphasized a meta-theme of “Learning” when asked about disability-related accommodations. Three subthemes about student learning emerged: 1. Educators focused on “Student Learning in Preparation for Professional Practice” rather than their fieldwork setting only; 2. Educators were “Using Occupational Therapy Skills for Student Learning” in fieldwork; and 3. Educators recognized that their professional and personal “Context Influences Student Learning.” Conclusion. Fieldwork educators can work with students to align their accommodations with required learning outcomes for professional practice and use their occupational therapy skills to assist with implementation. Fieldwork educators require time and other supports to work effectively with all students.

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)0.006
metaresearch head score (Gemma)0.010
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 score0.080
Threshold uncertainty score0.159

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.010
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0190.010
Scholarly communication0.0060.003
Open science0.0020.009
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.385
GPT teacher head0.564
Teacher spread0.179 · 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

Citations4
Published2023
Admission routes2
Has abstractyes

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