A framework for capacity enhancement of Rwandan nurse educators and preceptors facilitating nursing students to learn pediatric pain management
Bibliographic record
Abstract
INTRODUCTION: In low- and middle- income countries like Rwanda, children are most likely to suffer from painful and life-limiting conditions due to various factors predominant in these settings. Adequate pre-licensure pain management training can improve pain relief nursing practices. Educators and nurses in practice have a responsibility to teach the soon-to- be nurses for holistic competent nursing care of children, emphasizing the importance of and addressing child's suffering, yet inconsistencies were reported in what was taught regarding pediatric pain management from a theoretical perspective by nurse educators as compared to their counterparts in clinical settings in Rwanda. DESIGN: This study applied a qualitative approach using group discussions based on nominal group technique (NGT) to develop and validate a conceptual framework supporting the capacity enhancement of nurse educators and preceptors facilitating students' learning about pediatric pain management in Rwanda. METHODS: NGT meetings were conducted with academic nurses (n = 8), nurse clinicians (n = 4), and nursing students (n = 2) during a 2-day workshop to identify strategies, discuss the relevance of each strategy and to agree on key concepts of a framework for improving the ability of nurse educators and preceptors to teach PPM to nursing students. After four weeks another round of NGT meetings were done with nursing faculty (n = 6), academic nurse leaders (n = 3), nurse preceptors (n = 2), clinical nurse leaders (n = 2), a nurse leader from a regulatory body (n = 1), and nursing student (n = 1) to validate the developed framework. FINDINGS: Four main strategies corresponding to the key concepts were mapped in a framework. Participants had a consensual agreement on the importance of the developed framework, they confirmed its completeness and practicality. In addition, participants found that the developed framework is logical, and confirmed that it is applicable for its purpose. CONCLUSION: The developed framework presents an opportunity to respond to the gaps in nursing pain education in the context of limited resources settings such as Rwanda. It can also be applied in nursing practice and nursing research, aligning with the need of improving the quality of care of suffering children. Furthermore, the framework can be adapted and utilized to meet the needs of healthcare professionals other than nurses. CLINICAL RELEVANCE: Strategies are suggested to improve the ability of nurse educators and preceptors in clinical settings to facilitate the acquisition of pediatric pain management competencies by the next generation of nurses. Future Rwandan nurses could then use the competencies acquired to provide optimal health care to children with pain in the best way possible during their practices.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".