Barriers and Facilitators to Evidence-Based Nursing in Colombia: Perspectives of Nurse Educators, Nurse Researchers and Graduate Students
Bibliographic record
Abstract
ABSTRACT: To identify and describe the perceptions of nursing researchers, educators, and graduate students regarding the barriers to, and facilitators for, EBN in Medellín, Colombia.Methodology. Using a qualitative descriptive design, in-depth-semi-structured interviews were conducted with 12 participants associated with a large university faculty of nursing in Medellín,and one member of the National Association of Nurses. Qualitative content analysis was used to analyze the interview transcripts.Results. Several barriers to EBN were reported, including: lack off recognition of nursing as an autonomous profession; a lack off incentives for nurses to pursue advanced education or engage in research; limited availability and utility of nursing evidence;and a lack of communication between academic and clinical practice environments. Perceived facilitators included an increase in nurses pursuing advanced education opportunities; the current healthcare accreditation process; access to international research and research collaborations; and clinical and research partnerships between universities and clinical institutions.Conclusion. Effective implementation of evidence-based nursing practices is a necessity to translate the vast amount of health related research, knowledge, and experience into positive changes in healthcare quality.Key words: evidence-based nursing; education, nursing; research,nursing; information dissemination.
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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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| 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".