MétaCan
Menu
Back to cohort
Record W2944784303 · doi:10.20472/te.2019.7.1.004

INTERDISCIPLINARY AND CROSS-CULTURAL LITERACY: AN ACTIVITY INCREASING BUSINESS AND NURSING STUDENTS CULTURAL AND HEALTH CARE INDUSTRY AWARENESS

2019· article· en· W2944784303 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.

Bibliographic record

VenueInternational Journal of Teaching and Education · 2019
Typearticle
Languageen
FieldPsychology
TopicCompetency Development and Evaluation
Canadian institutionsThompson Rivers University
Fundersnot available
KeywordsLiteracyNursingHealth literacyCultural competenceHealth carePsychologyBusinessMedicinePedagogyPolitical science

Abstract

fetched live from OpenAlex

This article describes an experiential learning assignment encompassing an activity used by three faculty members in two different academic disciplines, Nursing and International Business. This assignment has proven to be mutually beneficial for students and teachers in achieving their course learning objectives. This assignment can be used as a template for other instructors interested in cross cultural and / or cross disciplinary collaboration. In its current form, this assignment involves a 300 level course for students studying International Business and a 200 level course for nursing students studying Relational Practice and communication with others. The activity concerns the assigning of students into small working groups whose members are representative of different cultures and different academic disciplines. This mission requires students to meet (out of regular class time) to discuss and share their knowledge and perceptions of their own culture and the health care industry in their home countries. Students may participate in this activity regardless of their level of knowledge regarding the other's culture. Participating in the activity provides students the opportunity to discuss characteristics of their own culture and country and to learn about other countries from fellow students. The activity encourages break downs in stereotyping, and to generate confidence in communicating with others that may seem 'different'.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.347
Threshold uncertainty score0.490

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
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 head0.052
GPT teacher head0.520
Teacher spread0.468 · 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