MétaCan
Menu
Back to cohort

Standardised formal resuscitation training programmes for reducing mortality and morbidity in newborn infants

2015· review· en· W2165941937 on OpenAlexaff
Eugene Dempsey, Mohan Pammi, C. Anthony Ryan, Keith J. Barrington

Bibliographic record

VenueCochrane Database of Systematic Reviews · 2015
Typereview
Languageen
FieldMedicine
TopicNeonatal Respiratory Health Research
Canadian institutionsCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsResuscitationMedicineTraining (meteorology)Medical emergencyIntensive care medicineEmergency medicineGeography

Abstract

fetched live from OpenAlex

BACKGROUND: Approximately 10% of all newborns require resuscitation at birth. Training healthcare providers in standardised formal neonatal resuscitation training (SFNRT) programmes may improve neonatal outcomes. Substantial healthcare resources are expended on SFNRT. OBJECTIVES: To determine whether SFNRT programmes reduce neonatal mortality and morbidity, improve acquisition and retention of knowledge and skills, or change teamwork and resuscitation behaviour. SEARCH METHODS: We searched the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, PREMEDLINE, EMBASE, CINAHL, Web of Science and the Oxford Database of Perinatal Trials, ongoing trials and conference proceedings in April 2014 and updated in March 2015. SELECTION CRITERIA: Randomised or quasi-randomised trials including cluster-randomised trials, comparing a SFNRT with no SFNRT, additions to SFNRT or types of SFNRT, and reporting at least one of our specified outcomes. DATA COLLECTION AND ANALYSIS: Two authors extracted data independently and performed statistical analyses including typical risk ratio (RR), risk difference (RD), mean difference (MD), and number needed to treat for an additional beneficial outcome (NNTB) or an additional harmful outcome (NNTH) (all with 95% confidence intervals (CI)). We analysed cluster-randomised trials using the generic inverse variance and the approximate analysis methods. MAIN RESULTS: We identified two community-based and three manikin-based trials that assessed the effect of SFNRT compared with no SFNRT. Very low quality evidence from one study suggested improvement in acquisition of knowledge (RR 5.96, 95% CI 3.60 to 9.87) and skills (RR 170, 95% CI 10.8 to 2711) and retention of knowledge (RR 3.60, 95% CI 2.43 to 5.35) and the other study suggested improvement in resuscitation and behavioural scores.We identified three community-based cluster-randomised trials in developing countries comparing SFNRT with basic resuscitation training (Early Newborn Care). In this setting, there was moderate quality evidence that SFNRT decreased early neonatal mortality (typical RR 0.88, 95% CI 0.78 to 1.00; 3 studies, 66,162 neonates) and when analysed by the approximate analysis method (typical RR 0.85, 95% CI 0.75 to 0.96; RD -0.0044, 95% CI -0.0082 to -0.0006; NNTB 227, 95% CI 122 to 1667). Low quality evidence from one trial showed that SFNRT may decrease 28-day mortality (typical RR 0.55, 95% CI 0.33 to 0.91) but the effect on late neonatal mortality was more uncertain (typical RR 0.47, 95% CI 0.20 to 1.11). None of our a priori defined neonatal morbidities were reported. We did not identify any randomised studies in the developed world.We identified two trials that compared SFNRT with team training to SFNRT. Teamwork training of physician trainees with simulation may increase any teamwork behaviour (assessed by frequency) (MD 2.41, 95% CI 1.72 to 3.11) and decrease resuscitation duration (MD -149.54, 95% CI -214.73 to -84.34) but may lead to little or no difference in Neonatal Resuscitation Program (NRP) scores (MD 1.40, 95% CI -2.02 to 4.82; 98 participants, low quality evidence).We identified two trials that compared SFNRT with booster courses to SFNRT. It is uncertain whether booster courses improve retention of resuscitation knowledge (84 participants, very low quality evidence) but may improve procedural and behavioural skills (40 participants, very low quality evidence).We identified two trials on decision support tools, one on a cognitive aid that did not change resuscitation scores and the other on an electronic decision support tool that improved the frequency of correct decision making on positive pressure ventilation, cardiac compressions and frequency of fraction of inspired oxygen (FiO2) adjustments (97 participants, very low quality evidence). AUTHORS' CONCLUSIONS: SFNRT compared to basic newborn care or basic newborn resuscitation, in developing countries, results in a reduction of early neonatal and 28-day mortality. Randomised trials of SFNRT should report on neonatal morbidity including hypoxic ischaemic encephalopathy and neurodevelopmental outcomes. Innovative educational methods that enhance knowledge and skills and teamwork behaviour should be evaluated.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.028
metaresearch head score (Gemma)0.023
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.397
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0280.023
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0090.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.446
GPT teacher head0.533
Teacher spread0.087 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designSystematic review
Domainnot available
GenreReview

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".

Quick stats

Citations96
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueCochrane Database of Systematic ReviewsSame topicNeonatal Respiratory Health ResearchFrench-language works237,207