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Record W2943661859 · doi:10.5688/ajpe6865

Essential Elements for Core Required Advanced Pharmacy Practice Experiences

2019· article· en· W2943661859 on OpenAlex
Jennifer Danielson, Kathleen Besinque, Cheryl L. Clarke, Deb Copeland, Denise M. Klinker, Lena M. Maynor, Kate Newman, Nancy Ordonez, See-Won Seo, James Scott, Toyin Tofade, Cathy L. Worrall

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.

fundA Canadian funder is recorded on the work.
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

VenueAmerican Journal of Pharmaceutical Education · 2019
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsnot available
FundersUniversity of TorontoMercer UniversityUniversity of CincinnatiUniversidad del AtlánticoWilkes UniversityUniversity of Oklahoma
KeywordsAccreditationPharmacy practiceExperiential learningPharmacyMedical educationExperiential educationPharmaconomistMedicineConsistency (knowledge bases)Graduation (instrument)Quality assuranceQuality (philosophy)PsychologyPedagogyNursingEngineeringComputer science

Abstract

fetched live from OpenAlex

ince 2004, concerns and calls for greater quality assurance in experiential education have been published. The Accreditation Council for Pharmacy Education (ACPE) "Standards 2016" provide limited differentiation across the four required practice experiences, and, as such, schools interpret them differently. Both schools and accreditation site visit teams would benefit from a common set of guidance for the required Advanced Pharmacy Practice Experiences (APPEs), so that they can ensure consistency and quality in student experiences across practice sites. To address this need for greater standardization, a taskforce of the American Association of Colleges of Pharmacy (AACP) Experiential Education (EE) Section conducted a peer-reviewed, consensus-building process, including experiential faculty and staff across multiple colleges and schools of pharmacy, to determine a common set of elements that could be used to bring consistency to the experiences and expectations for student learning in practice. Over a two year period, the taskforce reviewed the relevant literature and then drafted and revised the elements through an iterative process which allowed for established EE consortia and members of the EE section to review the draft and provide input for revision. The resulting essential elements presented here can be used to guide faculty and staff within experiential education programs in their quality assurance processes in ensuring students receive consistent experience as part of their education prior to graduation.

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.949
Threshold uncertainty score0.726

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 integrity0.0000.000
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 head0.036
GPT teacher head0.491
Teacher spread0.455 · 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