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Record W4408585890 · doi:10.24304/kjcp.2025.35.1.31

Current Status of Leadership Education in Pharmacy Schools: the United States, the United Kingdom, Japan, Canada, and Australia

2025· article· en· W4408585890 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueKorean Journal of Clinical Pharmacy · 2025
Typearticle
Languageen
FieldPharmacology, Toxicology and Pharmaceutics
TopicPharmacy and Medical Practices
Canadian institutionsnot available
Fundersnot available
KeywordsKingdomPharmacyPolitical scienceMedicineOptometryPublic administrationFamily medicineGeology

Abstract

fetched live from OpenAlex

Background: As the profession evolves, pharmacy schools worldwide are recognizing the importance of leadership education, starting at the undergraduate level.This study examined the status of leadership education in international pharmacy programs to propose strategies for effective implementation in Korean pharmacy schools.Methods: Leadership curricula from 34 pharmacy schools across 5 countries (the US, the UK, Canada, Japan, and Australia) were collected from school websites, syllabi, and articles using keywords such as "leadership" or "leader" and analyzed based on course titles, academic years taught, program types (e.g., required, elective, or cocurricular and extracurricular), credits, content, teaching and learning methods, and assessments.Results: Although most pharmacy schools teach pharmacy leadership, objectives, content, teaching methods, and assessment approaches vary.Most programs offer these as elective (50.0%) or required (38.5%) courses, both of which are more common than cocurricular or extracurricular formats (11.6%).The course content often includes leadership theories, competencies, self-development and reflection, organizational management, and global themes.Most courses are 1~2 credits and use various methods, including lectures, discussions, projects, case studies, and guest speakers.Conclusions: The findings identify substantial variation in leadership education across pharmacy curricula.To prepare students to take on leadership roles within the pharmacy profession and face a changing health care system, schools should recognize and raise awareness of the importance of leadership education and ensure their curricula also reflect this.Furthermore, these findings suggest the need to develop a systematic curriculum with practical and experiential learning methods to promote leadership competency.

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.

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)0.007
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesResearch integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.660
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.006
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 head0.472
GPT teacher head0.586
Teacher spread0.114 · 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