Conceptualising nursing theory and practice within a local cultural and professional context: a methodological example to inform theory development
Bibliographic record
Abstract
Background: Nursing theories are crucial toward orienting the development of knowledge and practice. However, there is a persistent debate in the literature regarding the gap between theory and practice. Theories and conceptual models developed in Anglo-Saxon countries are often proposed within diverse educational and clinical contexts in other countries, generating challenges in their application in practice. Aim: This study aimed to develop and propose a methodology to promote the advancement of nursing theorising, considering local cultural and professional contexts. Methods: This analysis was conducted within Italy, which served as a local cultural and professional context exemplar for this investigation. A Scoping Review was used to map local nursing knowledge related to nursing practice. Fawcett's metaparadigm was used as a general orienting frame for the literature analysis. Results: In light of the analysis conducted, the four disciplinary concepts related to the local (Italian) cultural and professional context were described (person, environment, health, nursing). Conclusion: This investigation aimed to present an example of how an inductive reflective approach can be used as a way to map nursing practice and define disciplinary concepts that can guide conceptual/theory development. The knowledge that was generated can orient initiatives to promote local nursing theory development.
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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 | 0.047 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| 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; both teacher heads agree on what is shown here.
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".