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Record W4413879753 · doi:10.3390/pharmacy13050122

Pharmacy Students’ Experience of an Inaugural Lecture on Intercultural Competence

2025· article· en· W4413879753 on OpenAlexaff
Atta Abbas Naqvi, M.M. Samsom, Lucy Watson, Hung Nguyen

Bibliographic record

VenuePharmacy · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsRegional Municipality of WaterlooUniversity of Waterloo
Fundersnot available
KeywordsPharmacyIntercultural competenceCompetence (human resources)Medical educationPsychologyPedagogyMedicineNursingSocial psychology

Abstract

fetched live from OpenAlex

Background: Pharmacy schools in the United Kingdom (UK) are required by the regulator to train pharmacy students to be culturally competent. To meet this requirement, the Reading School of Pharmacy (RSoP) incorporated an inaugural, stand-alone, introductory session on intercultural competency. This study aimed to gather students’ experiences of the lecture. Methods: A qualitative study documented the experiences of students in Years 2 and 3 of the Master of Pharmacy (MPharm) at the RSoP from 15 September to 31 December 2023. Semi-structured interviews were conducted online via Microsoft Teams®. A demographic form was prepared and sent as an online survey link on the Online Surveys® platform. All eligible students were invited to participate in the study via student mailing lists. An interview guide was prepared. Thematic analysis was conducted to identify key themes related to students’ awareness, the perceived importance of the subject in healthcare, and students’ preferred learning methods. The transcripts were coded, and similar codes were grouped to form sub-themes and themes. The study was approved by a research ethics committee. Results: A total of 11 students attended the interviews. Three major themes emerged: (1) awareness of and reflection on cultural competence, (2) understanding cultural competence and its importance, and (3) student-preferred pedagogy. The students suggested incorporating workshops and simulation-based assessments. Conclusions: MPharm pharmacy students at the RSoP appear to be receptive to new educational interventions aimed at enhancing cultural competence. They prefer practice-based learning and assessment methods when it comes to developing this skill.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.696
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.065
GPT teacher head0.474
Teacher spread0.409 · 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 designNot applicable
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

Citations2
Published2025
Admission routes1
Has abstractyes

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