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Record W2752517638 · doi:10.5688/ajpe8175974

A Systematic Meta-ethnographic Review of the Beneficial Outcomes of International Internships to Student Pharmacists

2017· review· en· W2752517638 on OpenAlexaff
Shaylee C. Peterson, Maria Paiva, Kyle John Wilby

Bibliographic record

VenueAmerican Journal of Pharmaceutical Education · 2017
Typereview
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsInternshipPharmacyMedical educationPsychologyCompassionNursingMedicinePolitical science

Abstract

fetched live from OpenAlex

<b>Objective.</b> To describe the benefits that pharmacy students gain by completing international internships as a part of their pharmacy education. <b>Methods.</b> A systematic literature search was conducted from database inception to November 2016. Articles that reported on any measure of outcome or impact on student learning were included in the study. A meta-ethnographic approach was used to translate and synthesize findings. <b>Results.</b> Analysis of the reported outcomes produced nine distinct themes: cultural awareness, collaboration, communication, clinical skills, knowledge, adaptability, compassion, confidence, and personal growth. <b>Conclusion.</b> Pharmacy students experienced many benefits that align with program competencies. The most frequently described benefits were development of clinical skills and compassion.

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)0.005
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: Review · Consensus signal: Review
Teacher disagreement score0.715
Threshold uncertainty score0.706

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0030.000
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 head0.327
GPT teacher head0.601
Teacher spread0.273 · 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
GenreReview

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

Citations11
Published2017
Admission routes1
Has abstractyes

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