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Record W4416121266 · doi:10.17483/vva0qw59

Strategies to Support Clinical Nursing Students Requiring Accommodations for Physical and/or Sensory Disability: A Scoping Review Protocol

2025· article· en· W4416121266 on OpenAlexafffundvenue
Roya Haghiri‐Vijeh, Joyce Tsui, Janet Montague, Dima Milly, Jessica Mussell, Bernadette Zakher, Dzifa Dordunoo

Bibliographic record

VenueQuality Advancement in Nursing Education - Avancées en formation infirmière · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsUniversity of VictoriaCentennial CollegeYork University
FundersYork University
KeywordsCINAHLPsycINFONurse educationInclusion (mineral)MEDLINEProtocol (science)Team nursingAccommodation

Abstract

fetched live from OpenAlex

Introduction: Post-secondary institutions are seeing increasing numbers of students requiring accommodation. In the clinical education of nursing students with physical and/or sensory disabilities, it is unclear what strategies are available to promote students’ success. Objective: The objective of this scoping review protocol is to identify the available evidence on strategies that have been implemented to support the clinical education of nursing students who require accommodation for a physical and/or sensory disability in the learning environment. Inclusion Criteria: This scoping review will consider studies that include nursing students with physical and/or sensory disabilities in any regulated nursing designation programs that use clinical placements as a component of nursing education. Peer-reviewed quantitative, qualitative, and mixed-methods studies; systematic reviews; unpublished dissertations; policy reports from schools of nursing; and text and opinion papers that focus on clinical education of nursing students will be included without limitations on language. Methods: Databases to be searched include Ovid MEDLINE, CINAHL (EBSCO), ERIC (EBSCO), APA PsycInfo (EBSCO), Web of Science, and Scopus. Unpublished studies and gray literature searches will be undertaken in ProQuest Dissertations & Theses and a limited number of relevant nursing websites. No limit on date or region will be applied. Records will be screened and extracted by two independent reviewers. Results will be presented as tables with an accompanying narrative summary. Discussion: As the number of students with physical and/or sensory disabilities in nursing education increases, nursing programs and educators must be aware of how to support these students to complete their education. The clinical learning environment poses unique challenges that need to be explored further. Findings will have implications for policy and programming in nursing education.

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)0.003
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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.640
Threshold uncertainty score0.858

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.002
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 head0.150
GPT teacher head0.610
Teacher spread0.460 · 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 designOther design
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

Citations0
Published2025
Admission routes3
Has abstractyes

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