Evidence map›Paper›PMID 41687005›Full record

ArticleJMIR human factors2026

Overview of a User-Centered, Mixed-Methods Process for Designing Interconnected and Focused Mobile Applications on Patient Care Environment (InterFACE): Augmented-Reality Decision Support System for Pediatric Resuscitation.

Frederic Ehrler, Ana Rajic, Alexandre De Masi, Sharleen Olanka, Marco Generelli, Jennifer Davidson, Yiqun Lin, Kangsoo Kim, Pierre-Louis Rebours, Marc Ibrahim and 5 more

Abstract read
In one paragraph

Article in JMIR human factors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Trial
  2. Article
  3. 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

15 authors.

Frederic EhrlerDirection of information science, University Hospital of Geneva, Gabrielle Perret Gentil 4, Geneva, 1203, Switzerland, 41 765327838.ORCID 0000-0001-9734-3242
Ana RajicDirection of information science, University Hospital of Geneva, Gabrielle Perret Gentil 4, Geneva, 1203, Switzerland, 41 765327838.ORCID 0009-0006-1475-8084
Alexandre De MasiFaculty of Medicine, University of Geneva, Geneva, Switzerland.ORCID 0000-0002-8164-2931
Sharleen OlankaEducational Technologies and Learning Sciences (TECFA), Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland.ORCID 0009-0002-9677-0191
Marco GenerelliEducational Technologies and Learning Sciences (TECFA), Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland.ORCID 0009-0003-9936-2887
Jennifer DavidsonKidSIM-ASPIRE Simulation Research Program, Alberta Children's Hospital, University of Calgary, Calgary, AB, Canada.ORCID 0009-0009-9415-0598
Yiqun LinKidSIM-ASPIRE Simulation Research Program, Alberta Children's Hospital, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-4726-5992
Kangsoo KimDepartment of Electrical and Software Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-0925-378X
Pierre-Louis ReboursDirection of information science, University Hospital of Geneva, Gabrielle Perret Gentil 4, Geneva, 1203, Switzerland, 41 765327838.ORCID 0009-0004-7409-334X
Marc IbrahimDirection of information science, University Hospital of Geneva, Gabrielle Perret Gentil 4, Geneva, 1203, Switzerland, 41 765327838.ORCID 0009-0006-1134-2083
Donovan DuncanKidSIM-ASPIRE Simulation Research Program, Alberta Children's Hospital, University of Calgary, Calgary, AB, Canada.ORCID 0009-0007-5096-1095
Ryan KangDepartment of Electrical and Software Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada.ORCID 0009-0005-6737-1978
Sergio ManzanoFaculty of Medicine, University of Geneva, Geneva, Switzerland.ORCID 0000-0001-9603-5520
Adam ChengDepartments of Pediatrics and Emergency Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-1039-7502
Johan N SiebertFaculty of Medicine, University of Geneva, Geneva, Switzerland.ORCID 0000-0002-2871-3382

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Pediatric cardiopulmonary resuscitation (CPR) is a highly complex and time-critical process that demands precise team coordination and strict adherence to pediatric advanced life support (PALS) guidelines. In real-world practice, adherence often deteriorates due to cognitive overload, fragmented communication, and disruption of information flow under stress. Although digital cognitive aids have shown potential to improve adherence, existing tools are often limited to single tasks, lack team-wide integration, or fail to adapt in real time to dynamic clinical environments. Objective: This study aimed to design and evaluate InterFACE (Interconnected and Focused Mobile Applications on Patient Care Environment), an integrated, augmented reality (AR)-enabled digital health system developed to support real-time PALS adherence and enhance team coordination during pediatric resuscitation. Methods: A structured, mixed methods, user-centered design process was used. Persona development and spatial analysis characterized the needs and positions of key resuscitation roles. A 3-round Delphi process with experts identified critical information elements for display. Iterative user experience (UX) prototyping was performed, followed by simulation-based evaluations of three system components: (1) TeamScreen, a wall-mounted team display providing a shared overview of the resuscitation process; (2) Guiding Pad (developed by Pierre Louis Rebours and Marc Ibrahim), a tablet-based app for documentation and algorithm navigation; and (3) AR head-mounted displays (HMDs) for team leaders and medication nurses, delivering role-specific, context-aware guidance. Usability was assessed with standardized instruments, including the System Usability Scale (SUS), Technology Acceptance Model (TAM), and User Experience Questionnaire (UEQ). Results: The Delphi study achieved consensus on 20 core information elements, distributed across the 3 interfaces. Usability testing demonstrated high acceptance across all modalities. The Guiding Pad supported effective navigation of resuscitation algorithms with a 78%-100% task completion rate. The TeamScreen achieved an overall task success rate of 81%, improving situational awareness despite some confusion in high-density regions. AR HMDs received favorable evaluations, with SUS scores rated "Good" to "Excellent," and UEQ ratings indicating high intuitiveness, stimulation, and attractiveness. Participants consistently described InterFACE as intuitive, useful for real-time decision-making, and supportive of team synchronization. Reported challenges included interface complexity, incomplete integration with patient monitors, and potential cognitive load from simultaneous information streams. Conclusions: InterFACE represents a significant advancement in digital cognitive aids by combining shared displays, tablets, and AR guidance into a synchronized, role-specific ecosystem. The system shows promise in enhancing adherence to PALS, reducing cognitive load, and improving team coordination in simulated pediatric resuscitations. While results demonstrate strong usability and acceptance, further research is needed to evaluate clinical effectiveness in real-world settings, including randomized controlled trials, integration with hospital information systems via Fast Healthcare Interoperability Resources (FHIR) standards, and potential artificial intelligence-driven decision support to optimize adaptability and long-term skill retention.

Indexed as

Augmented RealityCardiopulmonary ResuscitationDecision Support Systems, ClinicalMobile ApplicationsPediatricsUser-Centered DesignChildDelphi TechniqueHumansaugmented realitydigital cognitive aidsimplementationpediatricrescucitationsituational awarenessteam coordinationuser-centered design

Identifiers

PMID41687005
PMCPMC12904346

What OpenQuestion holds

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LicenceCC BY
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.