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Record W3161239280 · doi:10.5430/jnep.v11n9p52

Faculty attitudes towards nursing students with disabilities in the clinical setting

2021· article· en· W3161239280 on OpenAlexvenueno aff
Susan B. Prude, Rhonda K. Pecoraro, Dari K. Calamia, Eileen Creel

Bibliographic record

VenueJournal of Nursing Education and Practice · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsnot available
Fundersnot available
KeywordsSnowball samplingNonprobability samplingNursingWorkloadPsychologyInclusion (mineral)AnxietyNurse educationMedical educationLearning disabilityMedicinePsychiatrySocial psychology

Abstract

fetched live from OpenAlex

Objective: The purpose of this phenomenological study was to explore nursing faculty attitudes towards students with disabilities enrolled in baccalaureate nursing programs. Additionally, we aimed to describe the types of accommodations provided to students with disabilities in the clinical setting.Methods: In two institutions of higher education in the southeastern United States, purposive and snowball sampling was used to recruit 14 nursing faculty with experience teaching in clinical courses. One-on-one interviews were conducted using a semi-structured interview guide. Data were transcribed and analyzed using Colaizzi’s process for phenomenological data analysis. The social model of disability served as the conceptual framework for the study.Results: Six themes emerged from the data analysis: ‘Math is a basic required skill,’ ‘You can’t just skip clinical,’ ‘It’s my job to help them learn,’ ‘I’m not prepared for this,’ ‘What type of job will they get,’ and ‘overcoming obstacles.’ Nursing faculty reported positive attitudes towards students with disabilities, but also voiced concerns about patient safety and the ability for a student with a disability to find success. Several barriers including disclosure, lack of accessibility in hospitals, nursing culture, and faculty workload were identified.Conclusions: A lack of clear policies and guidelines leaves nursing faculty unsure of what accommodations are appropriate for students with disabilities and how to implement accommodations in clinical courses. The study demonstrates a need for continuing education regarding teaching methodologies that are effective and meaningful for students with attention deficit hyperactivity disorder, diagnosed anxiety, and specific learning disabilities. Further research is warranted to identify appropriate accommodations for students with disabilities in the clinical setting.

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)0.005
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation 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 score0.303
Threshold uncertainty score0.796

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.269
GPT teacher head0.589
Teacher spread0.320 · 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 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

Citations5
Published2021
Admission routes1
Has abstractyes

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