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Record W4411080388 · doi:10.3171/2025.3.peds2514

Surgeon perceptions and utilization of evidence-based medicine

2025· article· en· W4411080388 on OpenAlexaff
Mandeep S. Tamber, Hailey Jensen, Ron Reeder, Jason Clawson, Nichol Nunn, John R. W. Kestle

Bibliographic record

VenueJournal of Neurosurgery Pediatrics · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHealth Sciences Research and Education
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicineKnowledge translationPerioperativeEvidence-based medicineEvidence-based practiceScientific evidenceHealth careMEDLINEPerceptionProtocol (science)Family medicinePsychologyAlternative medicineSurgeryPathology

Abstract

fetched live from OpenAlex

OBJECTIVE: Knowledge translation approaches for augmenting the use of evidence in medical practice require identifying potential barriers to implementation. Important but poorly understood determinants of the uptake of knowledge translation tools are the intrinsic characteristics of health professionals themselves. In this study, the authors explored how surgeons' perceptions of evidence-based medicine (EBM) and their behavior in response to new evidence affect their awareness and use of evidence-based summaries designed for application at the point of care. METHODS: Faculty surgeons in two North American pediatric Hydrocephalus Clinical Research Networks, who had shunt infection prevention protocol compliance data for more than 10 shunt procedures in their respective clinical registries during the study period (September 2021-March 2023), participated in a cross-sectional survey regarding their attitudes, knowledge, and behaviors related to EBM and evidence-based practice. Univariable associations between these surgeon characteristics and two dependent variables were sought: 1) compliance with the steps of a perioperative protocol designed to minimize the incidence of shunt infection and 2) knowledge of evidence-based guidelines and recommendations relevant to the care of children with hydrocephalus. RESULTS: Ninety-two of 212 eligible surgeons responded to the survey. Most were inclined to implement new evidence in surgical practice. Compliance with the shunt infection prevention protocol was higher for those whose responses about their behavior in response to new information on the effectiveness of clinical strategies suggested that they value evidence over experience (i.e., those who actively seek or are receptive to new evidence) compared to those whose practice is driven by practical and pragmatic considerations (OR 5.27, 95% CI 1.08-25.74 for seekers and OR 4.32, 95% CI 1.48-12.58 for receptives vs pragmatists, p = 0.01). Overall knowledge of pediatric hydrocephalus-related guidelines was modest. Surgeons with a more favorable attitude toward the construct of EBM tended to correctly identify most of the published guideline statements presented to them (OR 1.07, 95% CI 1.00-1.16 for every 10-point increment on a 100-point visual analog scale, p = 0.05). CONCLUSIONS: The authors demonstrate that surgeons have variable knowledge of, and behave differently to, evidence that should influence care. Measurable surgeon characteristics are associated with the application of evidence in surgical practice. Thus, to improve the use of evidence-based summaries at the point of care, surgeon attitudes and behaviors should be assessed when designing knowledge translation interventions.

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)0.009
metaresearch head score (Gemma)0.071
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.991
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.071
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
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 head0.427
GPT teacher head0.527
Teacher spread0.100 · 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.

Study designObservational
DomainMethods
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
Published2025
Admission routes1
Has abstractyes

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