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Record W4409955734 · doi:10.1177/00084174251331923

Inclusion in Fieldwork: Academic Fieldwork Coordinators’ Perspectives on Accommodating Disabled Occupational Therapy Students

2025· article· en· W4409955734 on OpenAlexvenueno aff
Yael Mayer, Fernanda Mira, Shahbano Zaman, Tal Jarus

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2025
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsnot available
Fundersnot available
KeywordsOccupational therapyInclusion (mineral)PedagogyOccupational sciencePsychologyMedical educationSociologyMedicineGender studiesPhysical therapy

Abstract

fetched live from OpenAlex

Background. Fieldwork is essential in postsecondary health professions programs and can present challenges for disabled students. Fieldwork coordinators, responsible for student placements, play a pivotal role in supporting disabled students. However, limited research exists regarding the experiences of these coordinators in accommodating students with disabilities. Purpose. This mixed methods study aims to understand the perspectives of academic fieldwork coordinators in occupational therapy programs, focusing on their practices to support disabled students and promote a sense of inclusion. Method. Using a mixed methods approach, fifteen academic fieldwork coordinators completed a quantitative survey followed by in-depth semistructured interviews with five coordinators. Results. Participants’ experiences presented two main themes. First, academic fieldwork coordinators constantly navigated tensions with institutional norms regarding fieldwork. Second, academic fieldwork coordinators manage fieldwork accommodations within ever-changing human dynamics and social norms, including students’ decisions about disclosure. Despite these gaps, the participants emphasized opportunities for enhancing and refining occupational therapy programs by addressing challenges to improve inclusivity for students with disabilities. Conclusion. Addressing these accessibility issues can contribute to the overall improvement of educational practices, fostering a more inclusive learning environment. Examination of the institution's infrastructure, collaboration with disabled individuals, and greater personnel training are key in promoting a more inclusive and supportive environment for both academic fieldwork coordinators and disabled 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)0.029
metaresearch head score (Gemma)0.032
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 score0.029
Threshold uncertainty score0.152

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0290.032
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0240.020
Scholarly communication0.0130.007
Open science0.0040.014
Research integrity0.0040.008
Insufficient payload (model declined to judge)0.0030.000

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 head0.279
GPT teacher head0.560
Teacher spread0.282 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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