Competencies and Frameworks in Interprofessional Education
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.
Bibliographic record
Abstract
Health professionals need preparation and support to work in collaborative practice teams, a requirement brought about by an aging population and increases in chronic and complex diseases. Therefore, health professions education has seen the introduction of interprofessional education (IPE) competency frameworks to provide a common lens through which disciplines can understand, describe, and implement team-based practices. Whilst an admirable aim, often this has resulted in more confusion with the introduction of varying definitions about similar constructs, particularly in relation to what IPE actually means.The authors explore the nature of the terms competency and framework, while critically appraising the concept of competency frameworks and competency-based education. They distinguish between competencies for health professions that are profession specific, those that are generic, and those that may be achieved only through IPE. Four IPE frameworks are compared to consider their similarities and differences, which ultimately influence how IPE is implemented. They are the Interprofessional Capability Framework (United Kingdom), the National Interprofessional Competency Framework (Canada), the Core Competencies for Interprofessional Collaborative Practice (United States), and the Curtin University Interprofessional Capability Framework (Australia).The authors highlight the need for further discussion about establishing a common language, strengthening ways in which academic environments work with practice environments, and improving the assessment of interprofessional competencies and teamwork, including the development of assessment tools for collaborative practice. They also argue that for IPE frameworks to be genuinely useful, they need to augment existing curricula by emphasizing outcomes that might be attained only through interprofessional activity.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it