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Record W4409297089 · doi:10.29173/jpnep48

Advocating for the Inclusion of Fine Arts in the Healthcare Education Curricula – The Lived Experience of an Art-Loving Healthcare Educator

2025· article· en· W4409297089 on OpenAlexaff
Cindy Ko

Bibliographic record

VenueJournal of Practical Nurse Education and Practice · 2025
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsNiagara College
Fundersnot available
KeywordsInclusion (mineral)CurriculumThe artsHealth careVisual arts educationFine artMedical educationSociologyPedagogyNursingMedicineVisual artsPolitical scienceArtSocial science

Abstract

fetched live from OpenAlex

The incorporation of fine arts into healthcare education curricula could enrich students' overall learning experiences, enhance cognitive and emotional development, and prepare them for the diverse, dynamic, and stressful workplace. In this paper, I will offer my lived experience of using the arts in to engage nursing and health sciences students’ participation. The paper begins with a brief definition and scope of the arts to anchor the discussion and a variegated collection of literature scan. I will present the various cognitive and professional benefits of integrating the arts into healthcare curricula. I will append photos of several past and contemporary international artists’ works, including personal communications that would reinforce my assertion. In addition, I will include anecdotes from students and others who shared their insights on the integration of the arts in learning. I will also discuss practice implications and recommendations for including the arts in curriculum development.

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)0.004
metaresearch head score (Gemma)0.031
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.563
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.031
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.058
GPT teacher head0.500
Teacher spread0.442 · 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.

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

Citations0
Published2025
Admission routes1
Has abstractyes

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