MétaCan
Menu
Back to cohort
Record W7117893776 · doi:10.61882/unmf.23.3.63

A Comparative Analysis of Nursing Students' Dress Code: Insights Beyond the Scrubs from Iran, Duke University, Griffith University, and the University of British Columbia

2025· article· en· W7117893776 on OpenAlexaboutno aff
Golshan Moghbeli, Abbas Ebadi, Mahsa Khalkhali, Amin Soheili

Bibliographic record

VenueNursing and Midwifery Journal · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicFashion and Cultural Textiles
Canadian institutionsnot available
Fundersnot available
KeywordsHistory of nursingMEDLINE

Abstract

fetched live from OpenAlex

Background Nursing students' attire and appearance can significantly influence their relationships with patients.This study aimed to compare the dress codes of nursing students at four universities: Iran, Duke University, Griffith University, and British Columbia University.Methods This comparative descriptive study was conducted in 2025, employing Bereday's four-stage model (description, interpretation, juxtaposition, and comparison).Data were collected by reviewing official professional dress code guidelines in Iran and those published on the websites of nursing faculties at Duke University (USA), Griffith University (Australia), and the University of British Columbia (Canada).Keywords such as "professional attire," "professional appearance," "uniform policy," "dress code," and "nursing students" were used for data retrieval.The analysis focused on five key areas: objectives, clothing and professional appearance, personal hygiene and grooming requirements, conduct standards, and monitoring and enforcement. ResultsThe updated dress code guideline in Iran represents an advancement over the previous version.However, there remains potential for further refinement by incorporating practical and safety aspects from the guidelines of Duke University and the University of British Columbia.While the Iranian guidelines emphasize comprehensive and formal attire, Western universities have largely adopted scrubs or more comfortable clothing as the standard uniform for nursing students.Notably, Duke University's dress code is exceptionally comprehensive, placing significant emphasis on the ethical, professional, communicative, and behavioral dimensions of students.Furthermore, Western universities employ a more direct, expeditious, and decisive approach with serious consequences to address violations. ConclusionThe nursing student dress code in Iran exhibits less comprehensiveness compared to those implemented at Western universities.To strengthen the Iranian guidelines, several key areas warrant consideration: emphasizing practical and safety considerations, providing more detailed and precise specifications for attire, integrating evidencebased infection control and patient safety protocols, and addressing the appropriate use of social media and smartphones within clinical settings.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.123
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
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 head0.028
GPT teacher head0.248
Teacher spread0.221 · 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

Explore more

Same venueNursing and Midwifery JournalSame topicFashion and Cultural TextilesFrench-language works237,207