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Record W3065625104 · doi:10.1093/pch/pxaa068.067

68 General Pediatric Skills – Are we Doing Enough During Training to Prepare Pediatricians for Practice?

2020· article· en· W3065625104 on OpenAlexaffabout
Kendra Komsa, Quang Ngo, Mohamed Eltorki

Bibliographic record

VenuePaediatrics & Child Health · 2020
Typearticle
Languageen
FieldMedicine
TopicEmergency and Acute Care Studies
Canadian institutionsMcMaster Children's Hospital
Fundersnot available
KeywordsMedicineLikert scaleNeonatal resuscitationCardiopulmonary resuscitationAcute careFamily medicineEmergency medicineMedical emergencyResuscitationPsychologyHealth care

Abstract

fetched live from OpenAlex

Abstract Background Exposure to and training in acute care during pediatrics residency training varies. Furthermore, there is evidence that pediatric and neonatal resuscitative skills, like cardiopulmonary resuscitation, and management of acute care patients is often lacking.1,2 Several studies have shown that only 2.5 of every 1000 pediatric emergency department patients require significant resuscitative efforts3. Thus training for such an event is extremely important because mastering the skills involved are less likely to come with experience. Currently, it is unknown how comfortable community pediatricians feel managing acute care situations, nor if their comfort level changes depending on where they are trained. Objectives Our study aimed to determine if the training general pediatricians receive is sufficient to achieve a high comfort level in acute care that is sustained after 5 years in practice. This study explored pediatricians’ comfort levels with pediatric and neonatal acute care, as set out by the objectives of training in pediatrics from the Royal College of Physicians and Surgeons of Canada. Design/Methods An anonymous cross-sectional survey was piloted to a random sample of pediatricians in the province of Ontario, obtained through the College of Physicians and Surgeons of Ontario. Demographic data regarding practice type and duration was collected as well as training data about courses done in Pediatric Advanced Life Support (PALS) and Neonatal Resuscitation Program (NRP). Using a five-point Likert scale, pediatricians were asked to judge their comfort with different pediatric and neonatal acute care skills and clinical vignettes. Comfort level ranking ranged from 1 (very uncomfortable) to 5 (very comfortable). Skills included are listed in Figure 1. Baseline characteristics were described using frequency measures of proportions and medians and interquartile ranges when appropriate. For general pediatricians and specialists, we used the Mann-Whitney test to determine if there is a difference between the mean sum ranks of comfort level depending on whether the pediatrician was practicing for more or less than 5 years. Results One thousand surveys were mailed, of which 248 were completed (response rate = 24%). Among respondents, 142 (54%) practiced general pediatrics and 68 (32%) were specialists. The majority of respondents practiced in a city, large city or metropolis (84%). In total, 169 (81%) of all survey respondents and 37 (74%) of general pediatricians have been in practice for five years or more. For all respondents, 150 (64%) felt comfortable or very comfortable with neonatal resuscitation team lead. There was no difference in comfort level with leading a neonatal resuscitation team based on years of practice (less than 5 years versus greater than and equal to 5 years) (p=0.69). This result did not change when considering the general pediatrician only (p=0.14). Of all respondents, 113 (48%) felt comfortable or very comfortable with pediatric resuscitation team lead. There was a significant difference in comfort level with leading a pediatric resuscitation team based on years of practice (less than 5 years versus greater than and equal to five years) (p=0.03) with more comfort being seen over time. When analyzing only for general pediatricians, that difference became insignificant (p=0.07). No difference was found in reported comfort in most skills and length of time in practice. However, comfort level is significantly positively correlated with the number of times a skill was performed. Interestingly, a significantly negative correlation was found between comfort level as pediatric resuscitation team lead and number of years in practice (p=0.03). Conclusion The findings of this pilot survey suggest that ensuring competence in acute care in residency training is of utmost importance given that comfort with pediatric and neonatal resuscitation appears to remain static over time. The skills that pediatricians report most discomfort in are a target for continuing professional development or should be revised in the objectives of training of pediatrics.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.035
Threshold uncertainty score0.070

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.028
GPT teacher head0.326
Teacher spread0.298 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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

Citations0
Published2020
Admission routes2
Has abstractyes

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