Contextual Factors Influencing the Evolution of Nurses' Roles in a Primary Health Care Clinic
Bibliographic record
Abstract
OBJECTIVES: The purpose of the research was to explore the everyday experiences and responses of stakeholders of a university-sponsored nurse-managed clinic (CHC) in regard to how nurses' roles in the clinic changed over time and the factors that influenced this change. DESIGN AND SAMPLE: The research used a qualitative interpretive description design to interpret participants' accounts of their experience and perspectives as constructed narratives. The participants (N=23) included clients, community members who were volunteers at the CHC, staff of other community agencies or organizations, and nursing or social work students who had a clinical learning experience at the CHC. MEASURES: Data collection involved two interviews, one semistructured, face-to-face interview at the location selected by the participant, and a group interview held in a boardroom at the CHC. Each interview lasted approximately 60-90 min. RESULTS: The research findings revealed the profound effects of the social, political, and economic context in determining nurses' roles within a nurse-managed primary health care clinic. The evolution of nursing roles occurred in reaction to these effects, causing the nurses within the CHC to juggle their priorities and commitments. CONCLUSIONS: The study provides a contemporary example of the political activism work of nurses that is often invisible and illustrates how the commitment of primary health care nurses to social justice contributes in a significant way to the resolution of health inequities experienced by marginalized populations.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".