Advanced practice nursing in Europe—Results from a pan‐European survey of 35 countries
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- Metaresearch
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Other designConsensus signal: none
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.788
- Threshold uncertainty score
- 0.996
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| 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)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.396 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
AIM: To report the results of a mapping exercise by the European Federation of Nurses on current advanced practice nursing frameworks and developments across Europe. DESIGN: Online, cross-sectional, questionnaire study. METHODS: An online questionnaire was distributed among 35 national nurses' associations across Europe in March 2021. The questionnaire solicited input on 60 items concerning key features of advanced practice nursing, intending to map existing developments and better understand the current state of advanced practice nursing in Europe. Data analysis used descriptive statistics, including counts and percentages, tabulation; open-text responses were handled with thematic synthesis techniques. RESULTS: The definition, sense-making and operationalization of advanced practice nursing vary across Europe. Important variations were noted in the definition and requirements of advanced practice nursing, resulting in different views on the competencies and scope of practice associated with this role. Importantly, the level of education and training required to qualify and practice as an advanced practice nurse varies across European countries. Furthermore, only 11 countries reported the existence of a national legislation establishing minimum educational requirements. CONCLUSION: Significant variation exists in how countries define advanced practice nursing and how it is regulated at academic and practice levels. More research is needed to clarify whether this variation results from designing models of advanced practice nursing that work in different contexts; and what impact a standardized regulatory framework could have to grow the volume of advanced practice nurses across Europe. IMPACT: The current paper exposes the lack of clarity on the development and implementation of advanced practice nursing across Europe. We found significant variation in the definition, recognition, regulation and education of advanced practice nurses. Our data are essential to policymakers, professional associations and employers to ensure a coordinated and systematic effort in the consistency and ongoing development of advanced practice nurses across Europe. PATIENT OR PUBLIC CONTRIBUTION: No patient or public contribution applied; the participants were national nurses' associations.
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.
The record
- Venue
- Journal of Advanced Nursing
- Topic
- Nursing Roles and Practices
- Field
- Health Professions
- Canadian institutions
- McMaster University
- Funders
- European Commission
- Keywords
- OperationalizationCLARITYComputer-assisted web interviewingNurse educationNursing researchNursingLegislationThematic analysisMedicineMedical educationPolitical scienceQualitative researchSociologyBusiness
- Has abstract in OpenAlex
- yes