Nurses' attitudes towards family importance in nursing care across Europe
Bibliographic record
Abstract
AIMS AND OBJECTIVE: To explore differences in nurses' attitudes regarding the importance of family in nursing care and factors associated with nurses' attitudes across 11 European countries. BACKGROUND: Family involvement in healthcare has received attention in many European healthcare systems. Nurses have a unique opportunity to promote family involvement in healthcare; however, their attitudes and beliefs may facilitate or impede this practice. DESIGN: A cross-sectional survey across European countries. METHOD: A broad convenience sample of 8112 nurses across 11 European countries was recruited from October 2017 to December 2019. Data were collected using the Families' Importance in Nursing Care-Nurses' Attitudes (FINC-NA) questionnaire. We used the STROBE checklist to report the results. RESULTS: There were significant differences in nurses' attitudes about families' importance in nursing care across Europe. Country was the factor with the strongest association with the total scores of the FINC-NA. Older age, higher level of education, increased years since graduation, having a strategy for the care of families in the workplace, and having experience of illness within one's own family were associated with a higher total FINC-NA score. Being male and working in a hospital or other clinical settings were associated with a lower total FINC-NA score. CONCLUSION: Nurses' attitudes regarding the importance of family in nursing care vary across 11 European countries. This study highlights multiple factors associated with nurses' attitudes. Further research is necessary to gain a deeper understanding of the reasons for nurses' different attitudes and to develop a strong theoretical framework across Europe to support family involvement in patient care. The inclusion of family healthcare programs in the baccalaureate curriculum may improve nurses' attitudes. RELEVANCE FOR CLINICAL PRACTICE: In clinical practice, the focus should be on identifying influencing factors on nurses' attitudes to enhance families' importance in nursing care across Europe.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.004 |
| 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".