Evidence map›Paper›PMID 35844631›Full record

ArticleResuscitation plus2022

Paediatric chest compression performance improves via novel augmented-reality cardiopulmonary resuscitation feedback system: A mixed-methods pilot study in a simulation-based setting.

Justin M Jeffers, Blake A Schreurs, James L Dean, Brandon Scott, Therese Canares, Sean Tackett, Brittany Smith, Emma Billings, Veena Billioux, Harshini D Sampathkumar and 1 more

Registry-linked trialAbstract read
In one paragraph

Article in Resuscitation plus, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07778823 (AR-CPR), which is not on this map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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.

NCT07778823 narecruitingnot on this mapstarted 2025, after this paper: background citation

AR-CPR: Large-Scale Simulation-Based Testing of a Novel Augmented Reality Point of Care Chest Compression Feedback System

TypeinterventionalSponsorJohns Hopkins UniversityRan2025 to 2028Enrolled252ConditionsCardiac Arrest (CA), Pediatric Cardiac Arrest (Simulated), Cardiopulmonary Resuscitation (CPR)ArmsAR-CPR
3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Article
  6. Cardiac Arrest: Can Technology Be the Solution?Journal of clinical medicine · 2025
    Article
  7. Article
  8. Data-driven resuscitation training using pose estimation.Advances in simulation (London, England) · 2023
    Article
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

11 authors.

Justin M JeffersDepartment of Paediatrics, The Johns Hopkins University, Bloomberg Children's Center, 1800 Orleans St., Baltimore, MD 21287, United States.
Blake A SchreursThe Johns Hopkins University Applied Physics Laboratory, LLC, The Johns Hopkins University, 11100 Johns Hopkins Rd, Laurel, MD 20723, United States.
James L DeanThe Johns Hopkins University Applied Physics Laboratory, LLC, The Johns Hopkins University, 11100 Johns Hopkins Rd, Laurel, MD 20723, United States.
Brandon ScottThe Johns Hopkins University Applied Physics Laboratory, LLC, The Johns Hopkins University, 11100 Johns Hopkins Rd, Laurel, MD 20723, United States.
Therese CanaresDepartment of Paediatrics, The Johns Hopkins University, Bloomberg Children's Center, 1800 Orleans St., Baltimore, MD 21287, United States.
Sean TackettBiostatistics, Epidemiology, and Data Management Core, Johns Hopkins Bayview Medical Center, Baltimore, MD 21224, United States.
Brittany SmithDepartment of Paediatrics, The Johns Hopkins University, Bloomberg Children's Center, 1800 Orleans St., Baltimore, MD 21287, United States.
Emma BillingsDepartment of Paediatrics, The Johns Hopkins University, Bloomberg Children's Center, 1800 Orleans St., Baltimore, MD 21287, United States.
Veena BilliouxDepartment of Paediatrics, The Johns Hopkins University, Bloomberg Children's Center, 1800 Orleans St., Baltimore, MD 21287, United States.
Harshini D SampathkumarDepartment of International Health, Johns Hopkins University School of Public Health, 615 N Wolfe St, Baltimore, MD 21205, United States.
Keith KleinmanDepartment of Paediatrics, The Johns Hopkins University, Bloomberg Children's Center, 1800 Orleans St., Baltimore, MD 21287, United States.

Funding

Training for Clinician Scientists in Pediatric Critical Cardiopulmonary DiseaseT32HL125239 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI BEMBEA, MELANIA MARIA, EVERETT, ALLEN D · 2015 to 2024
$3.0M
NHLBI NIH HHS T32 HL125239
6 · The paper itself

Abstract

Aim: More than 20,000 children experience a cardiac arrest event each year in the United States. Most children do not survive. High-quality cardiopulmonary resuscitation (CPR) has been associated with improved outcomes yet adherence to guidelines is poor. We developed and tested an augmented reality head mounted display chest compression (CC) feedback system (AR-CPR) designed to provide real-time CC feedback and guidance. Methods: We conducted an unblinded randomized crossover simulation-based study to determine whether AR-CPR changes a user's CC performance. A convenience sample of healthcare providers who perform CC on children were included. Subjects performed three two-minute cycles of CC during a simulated 18-minute paediatric cardiac arrest. Subjects were randomized to utilize AR-CPR in the second or third CC cycle. After, subjects participated in a qualitative portion to inquire about their experience with AR-CPR and offer criticisms and suggestions for future development. Results: There were 34 subjects recruited. Sixteen subjects were randomly assigned to have AR-CPR in cycle two (Group A) and 18 subjects were randomized to have AR-CPR in cycle three (Group B). There were no differences between groups CC performance in cycle one (baseline). In cycle two, subjects in Group A had 73% (SD 18%) perfect CC epochs compared to 17% (SD 26%) in Group B ( Conclusion: This novel AR-CPR feedback system showed significant CC performance change closer to CC guidelines. Numerous hardware, software, and user interface improvements were made during this pilot study.

Indexed as

Augmented RealityCPR FeedbackMixed-methodsPaediatric CPRResuscitationSimulation

Identifiers

PMID35844631
PMCPMC9283661

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

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.