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Record W3181017805 · doi:10.3390/nursrep11030052

Enhancing the Facilitation of Interprofessional Education Programs: An Institutional Ethnography

2021· article· en· W3181017805 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueNursing Reports · 2021
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsDalhousie University
Fundersnot available
KeywordsInterprofessional educationContext (archaeology)SyllabusFacilitationCurriculumEthnographyMedical educationHealth careFocus groupPedagogyPsychologyNursingMedicineSociologyPolitical science

Abstract

fetched live from OpenAlex

Interprofessional collaboration (IPC) among health care professionals has been identified as essential to enhance patient care. Interprofessional education (IPE) is a key strategy towards promoting IPC. Several factors including the nature of facilitation shape the IPE experience and outcomes for students. Stereotypes held by students have been recognized as a challenge for IPE and IPC. This study aimed to explore institutional rules and regulations that shape facilitators' work in IPE interactions problematized by students' stereotypes at a university in Atlantic Canada. Employing institutional ethnography as a method of investigation, data were collected through observations, interviews, focus groups, and written texts (such as course syllabi). Participants included three facilitators, two undergraduate nursing students, and two IPE committee members of an IPE program. Findings revealed four work processes conducted by facilitators in local IPE settings related to students' stereotypes. These processes were shaped by translocal discourse and included the work used to form teams, facilitate student introductions to team members, facilitate team dynamics, and provide course content and context. Study results included the identification of several strategies to address student stereotypes and enhance collaboration, including directions for future curriculum decisions and the pedagogical organization of IPE.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.283
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.042
GPT teacher head0.465
Teacher spread0.423 · 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