Evidence map›Paper›PMID 41171615›Full record

ArticlePediatric emergency care2026

Assessing Pediatric CPR Practices in the Prehospital Setting: EMS Clinician Experience, Perceptions, and Resource Utilization.

Keith Kleinman, Justin M Jeffers, Sean Tackett, Margaret Leppert, Emma Billings, Jennifer F Anders

Abstract read
In one paragraph

Article in Pediatric emergency care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Keith KleinmanDepartment of Pediatrics, Division of Pediatric Emergency Medicine, The Johns Hopkins University.ORCID 0000-0002-3235-6971
Justin M JeffersDepartment of Pediatrics, Division of Pediatric Emergency Medicine, The Johns Hopkins University.
Sean TackettBiostatistics, Epidemiology, and Data Management Core, Johns Hopkins Bayview Medical Center.
Margaret LeppertPediatric Emergency Department, The Johns Hopkins Children's Center, Baltimore, MD.
Emma BillingsDavid Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA.
Jennifer F AndersDepartment of Pediatrics, Division of Pediatric Emergency Medicine, The Johns Hopkins University.

Funding

AHRQ HHS R33 HS029372Johns Hopkins Children's Center Innovation Grant
6 · The paper itself

Abstract

objectivesPediatric out-of-hospital cardiac arrest (OHCA) is rare but critical, requiring rapid and effective cardiopulmonary resuscitation (CPR). Delivering high-performance CPR (HPCPR) in the prehospital setting is challenging, especially for EMS clinicians with limited pediatric exposure. This study aimed to assess EMS clinicians' pediatric CPR experience, confidence in HPCPR, and access to CPR feedback systems. A secondary objective was to evaluate perceptions of augmented reality (AR) feedback systems.

methodsA cross-sectional survey was distributed electronically to EMS clinicians in 5 Maryland counties from January to May 2024. The survey included items on demographics, CPR experience, confidence in pediatric resuscitation, feedback device usage, and opinions on AR-based guidance. Descriptive and comparative analyses were conducted based on clinician type, experience, and administrative role.

resultsFifty-eight EMS clinicians participated. While 78% had performed pediatric CPR, experience differed significantly by clinician type and years of service. Paramedics (87%) and clinicians with >6 years' experience (87%) had greater exposure than EMTs (46%) and less experienced clinicians (42%) ( P <0.05). Confidence in HPCPR was higher for adults (98%) than for infants (84%) and toddlers (83%). Only 52% had access to pediatric CPR feedback devices, although 97% of users reported improved CPR quality. Among those without access, 93% believed feedback would improve performance. Interest in AR feedback was moderate; barriers included cost, reliability, and training.

conclusionsEMS clinicians vary in pediatric CPR experience and access to performance tools. Expanded pediatric training and real-time feedback technologies may improve prehospital resuscitation outcomes.

Indexed as

Cardiopulmonary ResuscitationClinical CompetenceEmergency Medical ServicesEmergency Medical TechniciansOut-of-Hospital Cardiac ArrestAdultAttitude of Health PersonnelChildChild, PreschoolCross-Sectional StudiesFemaleHumansInfantMaleMarylandSurveys and Questionnairesaugmented realitycardiac arrestcardiopulmonary resuscitationemergency medical servicespediatric critical care

Identifiers

PMID41171615
PMCPMC12867517

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.