ArticleJAMIA open2022
Designing and implementing smart glass technology for emergency medical services: a sociotechnical perspective.
Article in JAMIA open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 14 papers.
What it found
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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.
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.
Who cites it
14 citing papers in PubMed.
- A multinational cross-sectional survey on the use of AI-based voice assistance systems in emergency medical services.Scandinavian journal of trauma, resuscitation and emergency medicine · 2026Article
- Pragmatic approaches for studying workflow in health informatics.JAMIA open · 2026Review
- A systematic literature review on integrating AI-powered smart glasses into digital health management for proactive healthcare solutions.NPJ digital medicine · 2025Article
- Evaluating the Effectiveness of Smart Glasses in Reducing Patient Care Time in Emergency Departments: Cohort Study From the Hangzhou Asian Games.JMIR formative research · 2025Article
- Improving Alarm Management Practices: Wireless Bed Exit Alerts on Medical-Surgical Units.Computers, informatics, nursing : CIN · 2025Article
- A narrative review of advancing medical education through technology: the role of smart glasses in situated learning.BMC medical education · 2025Review
- Through the lens: A qualitative exploration of nurses' experiences of smart glasses in urgent care.Journal of clinical nursing · 2025Article
- Integration of smart glasses in telementoring for simulated medical procedures.Acta cirurgica brasileira · 2025Article
- Smart Glasses with Augmented Reality Workflow; A Modern Tool for Triage in Mass Casualty Incidents.Archives of academic emergency medicine · 2025Article
- A Smart Glass Telemedicine Application for Prehospital Communication: User-Centered Design Study.Journal of medical Internet research · 2024Article
- Use of Smart Glasses (Assisted Reality) for Western Australian X-ray Operators' Continuing Professional Development: A Pilot Study.Healthcare (Basel, Switzerland) · 2024Article
- Impact of Smart Glasses on Patient Care Time in Emergency Medical Services Ambulance.Prehospital and disaster medicine · 2023Article
- Smart Glasses for Supporting Distributed Care Work: Systematic Review.JMIR medical informatics · 2023Review
- Smart Glasses to Facilitate Ultrasound Guided Peripheral Intravenous Access in the Simulation Setting for Thai Emergency Medical Service Providers.Journal of multidisciplinary healthcare · 2023Article
Corrections and comments
- Erratum issued
Authors and funding
4 authors.
Funding
Abstract
Objective: This study aims to investigate key considerations and critical factors that influence the implementation and adoption of smart glasses in fast-paced medical settings such as emergency medical services (EMS). Materials and Methods: We employed a sociotechnical theoretical framework and conducted a set of participatory design workshops with 15 EMS providers to elicit their opinions and concerns about using smart glasses in real practice. Results: Smart glasses were recognized as a useful tool to improve EMS workflow given their hands-free nature and capability of processing and capturing various patient data. Out of the 8 dimensions of the sociotechnical model, we found that hardware and software, human-computer interface, workflow, and external rules and regulations were cited as the major factors that could influence the adoption of this novel technology. EMS participants highlighted several key requirements for the successful implementation of smart glasses in the EMS context, such as durable devices, easy-to-use and minimal interface design, seamless integration with existing systems and workflow, and secure data management. Discussion: Applications of the sociotechnical model allowed us to identify a range of factors, including not only technical aspects, but also social, organizational, and human factors, that impact the implementation and uptake of smart glasses in EMS. Our work informs design implications for smart glass applications to fulfill EMS providers' needs. Conclusion: The successful implementation of smart glasses in EMS and other dynamic healthcare settings needs careful consideration of sociotechnical issues and close collaboration between different stakeholders.
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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.