Use of briefing and debriefing in neonatal resuscitation, a scoping review
Bibliographic record
Abstract
AIM: To review the literature on briefing and debriefing in neonatal resuscitation using International Liaison Committee on Resuscitation (ILCOR) methodology to see if a formal systematic review is justified. METHODS: This scoping review was undertaken by an ILCOR Newborn Life Support scoping review team and guided by the ILCOR methodological framework and the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for scoping reviews (PRISMA-ScR). Studies were eligible for inclusion if they were peer-reviewed, compared briefing/debriefing of healthcare professionals who had completed a neonatal resuscitation or simulated resuscitation and reported outcomes for infants, families or staff. PubMed, Embase, Cochrane, and Web of Science databases were searched. RESULTS: This review included four studies that reported on three briefing/debriefing interventions: video debriefing, the use of checklists with a briefing/debriefing component and rapid cycle deliberate practice. Video debriefing was associated with improvements in the process of care and adherence to resuscitation guidelines. Use of checklists was associated with improvements in short term clinical outcomes and a reduction in communication problems. Rapid cycle deliberate practice may lead to short but not sustained improvements in algorithm compliance and timely completion of resuscitation steps. CONCLUSION: This scoping review did not identify sufficient new evidence to justify conducting new systematic reviews or review of current resuscitation guidelines. Improvements in the process of care, short term clinical outcomes and reduction in communication problems were associated with briefing/debriefing supported by video, checklists or rapid, cycle deliberate practice. It highlights knowledge gaps, including the need to consider briefing/debriefing separately from other interventions, the effect of briefing/debriefing on short- and long-term clinical outcomes and the effect of rapid cycle deliberate practice on resuscitation training.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.079 | 0.259 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.009 | 0.010 |
| Bibliometrics | 0.024 | 0.019 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.007 | 0.007 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".