Professional Role Identity: At the Heart of Medical Collaboration Across Organisational Boundaries
Bibliographic record
Abstract
PURPOSE: The purpose of this paper was to help answer two persistent calls in the literature: the first asks to strengthen the understanding of medical collaboration across levels of healthcare delivery; the second one requests paying more attention to the individual experience of different forms of professional work. Accordingly, the study was guided by the following research question: How do family physicians and specialists working at different levels of healthcare delivery enact their professional identity when interacting in their situated clinical contexts? METHODOLOGY: This was a multiple interpretive case study in which, based on Giddens' ideas, professional identity was viewed as a dynamic structural element of social life recursively related to professionals' collaborative actions through sensemaking processes. The study involved 57 participants. Face-to-face individual semi-structured interviews and organizational documents were the main sources of data. Deductive-inductive thematic analysis was adopted as strategy for data analysis. FINDINGS: Three prevailing physicians' identity roles were elicited: medical expert, care coordinator, and team member. These professional identities, not mutually exclusive, were instantiated in three specific modalities of collaboration: quasi-inexistent, restrained, and extended. The entanglement of a particular identity role and a specific collaborative practice became meaningful through a complex net of organizational and institutional features, and patients' nosological profiles.
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How this classification was reachedexpand
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 | 0.002 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".