- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT07504211
Augmenting the On-Scene Medic (ATOM): A Randomized, Controlled, Multicenter Study to Assess the Effectiveness of Augmented Reality Software on Prehospital Pediatric Medication Administration Accuracy (ATOM)
Study Overview
Status
Conditions
Intervention / Treatment
Detailed Description
The objective of this project is to develop a safe and effective dynamic cognitive aid application for use through a head-mounted display (HMD), to reduce error rates associated with pediatric medication administration (PMA) by emergency medical services (EMS). This objective will be achieved by examining characteristics associated with PMA, using a design thinking process to develop a prototype application, examining usability of the prototype, and testing the safety and efficacy in a randomized controlled trial.
Errors associated with PMA in EMS are alarmingly high. Numerous studies have shown that there is a 31% error rate across all drugs administered to children by EMS. Medications such as midazolam and fentanyl have even higher rates at 61% and 65%, respectfully, with many being 10-fold errors. Sadly, previous strategies have had little impact on reducing error rates below 31%. System changes have failed due to inconsistencies in EMS systems, and challenges associated with medication shortages. Previously developed cognitive aids have fallen short often due to the fact they generally act as simple reference tools and do not address all causes of error associated with PMA. As a result, we are proposing the most comprehensive design process ever taken to combat this issue, utilizing advanced technology, to implement a dynamic cognitive aid to help providers improve dosing accuracy during PMA.
We hypothesize that PMA errors in EMS will be significantly reduced by this application due to the comprehensive and rigorous design thinking process we will utilize followed by a randomized controlled trial to test safety and efficacy. Our interdisciplinary team will combine the fields of pediatric emergency medicine, EMS, engineering, computer science and user interface/user experience to address this issue with the support and effort of two medical schools in Michigan. In SA1 we will develop a prototype application. This will begin with identifying user and contextual information associated with PMA, and examine failure modes, root causes, and a task analysis of the procedure. We will then proceed into a comprehensive design thinking process to develop the application. During this process we will also create a desktop program that will allow EMS agency administrators to add new medications to the HMD application. In SA2, we will examine usability of the HMD application and associated desktop program in a simulation-based environment with a sample of end users, examining task duration, cognitive load and error rates and make any necessary refinements. In SA3, we will test the HMD application in a simulation-based randomized controlled trial to examine its safety and efficacy for use in EMS. This will result in a safe and effective tool to mitigate this alarming issue in the vulnerable EMS pediatric population.
Study Type
Enrollment (Estimated)
Phase
- Not Applicable
Contacts and Locations
Study Locations
-
-
Michigan
-
Kalamazoo, Michigan, United States, 49008
- Western Michigan University School of Medicine
-
-
Participation Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- Eligible participants were licensed EMTPs or EMTs authorized to practice within their agency.
Exclusion Criteria:
- strabismus
- severe astigmatism
- vertigo
- significant visual impairment
- motion sickness
- claustrophobia
- screen-induced nausea/headache
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Other
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
Arms and Interventions
Participant Group / Arm |
Intervention / Treatment |
|---|---|
|
Experimental: Augmented reality
EMS crews who will utilize the augmented reality application
|
Augmented reality software, developed by the study team, will be utilized by the experimental arm.
This software is specifically designed to decrease errors in the prehospital pediatric medication administration process.
|
|
No Intervention: Usual care
EMS crews who will provide usal care using their existing pediatric dosing references
|
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Drug dosing accuracy
Time Frame: 2 hours
|
Proportion of medication administration tasks performed accurately, with a target difference of >20% between control and experimental groups, assessed via structured observational methods over a [2] hour timeframe.
|
2 hours
|
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Tenfold dosing errors
Time Frame: 2 hours
|
Number of medication doses administered at ten times, one-tenth, or greater deviation from the correct dose, assessed over a 2-hour observation window.
|
2 hours
|
Collaborators and Investigators
Publications and helpful links
General Publications
- Al Janabi HF, Aydin A, Palaneer S, Macchione N, Al-Jabir A, Khan MS, Dasgupta P, Ahmed K. Effectiveness of the HoloLens mixed-reality headset in minimally invasive surgery: a simulation-based feasibility study. Surg Endosc. 2020 Mar;34(3):1143-1149. doi: 10.1007/s00464-019-06862-3. Epub 2019 Jun 18.
- Hoyle JD, Davis AT, Putman KK, Trytko JA, Fales WD. Medication dosing errors in pediatric patients treated by emergency medical services. Prehosp Emerg Care. 2012 Jan-Mar;16(1):59-66. doi: 10.3109/10903127.2011.614043. Epub 2011 Oct 14.
- R: The r project for statistical computing. Accessed May 20, 2022. https://www.r-project.org/
- Python eda documentation. Accessed May 20, 2022. https://pyeda.readthedocs.io/en/latest/index.html
- Ledalab software. Accessed May 20, 2022. http://www.ledalab.de/software.htm
- Romine WL, Schroeder NL, Graft J, et al. Using machine learning to train a wearable device for measuring students' cognitive load during problem-solving activities based on electrodermal activity, body temperature, and heart rate: development of a cognitive load tracker for both personal and classroom use. Sensors. 2020;20(17):4833. doi:10.3390/s20174833
- Saitis C, Parvez MZ, Kalimeri K. Cognitive load assessment from EEG and peripheral biosignals for the design of visually impaired mobility aids. Wireless Communications and Mobile Computing. Published online 2018:1-9. doi:10.1155/2018/8971206
- Wilson JC, Nair S, Scielzo S, Larson EC. Objective measures of cognitive load using deep multi-modal learning. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2021;5(1):1-35. doi:10.1145/3448111
- Leuze C, Zoellner A, Schmidt AR, Cushing RE, Fischer MJ, Joltes K, Zientara GP. Augmented reality visualization tool for the future of tactical combat casualty care. J Trauma Acute Care Surg. 2021 Aug 1;91(2S Suppl 2):S40-S45. doi: 10.1097/TA.0000000000003263.
- Mela CA, Papay FA, Liu Y. Intraoperative Fluorescence Imaging and Multimodal Surgical Navigation Using Goggle System. Methods Mol Biol. 2016;1444:85-95. doi: 10.1007/978-1-4939-3721-9_9.
- Follmann A, Ohligs M, Hochhausen N, Beckers SK, Rossaint R, Czaplik M. Technical Support by Smart Glasses During a Mass Casualty Incident: A Randomized Controlled Simulation Trial on Technically Assisted Triage and Telemedical App Use in Disaster Medicine. J Med Internet Res. 2019 Jan 3;21(1):e11939. doi: 10.2196/11939.
- Siebert JN, Ehrler F, Gervaix A, Haddad K, Lacroix L, Schrurs P, Sahin A, Lovis C, Manzano S. Adherence to AHA Guidelines When Adapted for Augmented Reality Glasses for Assisted Pediatric Cardiopulmonary Resuscitation: A Randomized Controlled Trial. J Med Internet Res. 2017 May 29;19(5):e183. doi: 10.2196/jmir.7379.
- Scherl C, Stratemeier J, Rotter N, Hesser J, Schonberg SO, Servais JJ, Mannle D, Lammert A. Augmented Reality with HoloLens(R) in Parotid Tumor Surgery: A Prospective Feasibility Study. ORL J Otorhinolaryngol Relat Spec. 2021;83(6):439-448. doi: 10.1159/000514640. Epub 2021 Mar 30.
- Frantz T, Jansen B, Duerinck J, Vandemeulebroucke J. Augmenting Microsoft's HoloLens with vuforia tracking for neuronavigation. Healthcare Technology Letters. 2018;5(5):221-225. doi:10.1049/htl.2018.5079
- Song T, Yang C, Dianat O, Azimi E. Endodontic guided treatment using augmented reality on a head-mounted display system. Healthcare Technology Letters. 2018;5(5):201-207. doi:10.1049/htl.2018.5062
- Vorraber W, Gasser J, Webb H, Neubacher D, Url P. Assessing augmented reality in production: remote-assisted maintenance with HoloLens. Procedia CIRP. 2020;88:139-144. doi:10.1016/j.procir.2020.05.025
- Park S, Bokijonov S, Choi Y. Review of Microsoft Hololens applications over the past five years. Applied Sciences. 2021;11(16):7259. doi:10.3390/app11167259
- Hoover M, Miller J, Gilbert S, Winer E. Measuring the performance impact of using the Microsoft HoloLens 1 to provide guided assembly work instructions. Journal of Computing and Information Science in Engineering. 2020;20(6). doi:10.1115/1.4046006
- Ruano S, Cuevas C, Gallego G, García N. Augmented reality tool for the situational awareness improvement of UAV operators. Sensors (Switzerland). 2017;17(2). doi:10.3390/s17020297
- Alarcon R, Wild F, Perey C, et al. Augmented reality for the enhancement of space product assurance and safety. Acta Astronaut. 2020;168:191-199. doi:10.1016/j.actaastro.2019.10.020
- Chmielewski M, Sapiejewski K, Sobolewski M. Application of augmented reality, mobile devices, and sensors for a combat entity quantitative assessment supporting decisions and situational awareness development. Applied Sciences (Switzerland). 2019;9(21). doi:10.3390/app9214577
- Wu L, Cirimele J, Leach K, et al. Supporting crisis response with dynamic procedure aids. In: Proceedings of the 2014 Conference on Designing Interactive Systems. ACM; 2014:315-324. doi:10.1145/2598510.2598565
- Ho JD, Dawes DM, McKay EM, Taliercio JJ, White SD, Woodbury BJ, Sandefur MA, Miner JR. Effect of Body-Worn Cameras on EMS Documentation Accuracy: A Pilot Study. Prehosp Emerg Care. 2017 Mar-Apr;21(2):263-271. doi: 10.1080/10903127.2016.1218984. Epub 2016 Sep 16.
- Rappaport LD, Markowitz G, Hulac S, Roosevelt G. Medication Errors in Pediatric Patients after Implementation of a Field Guide with Volume-Based Dosing. Prehosp Emerg Care. 2023;27(2):213-220. doi: 10.1080/10903127.2022.2025962. Epub 2022 Jan 27.
- Rappaport LD, Brou L, Givens T, Mandt M, Balakas A, Roswell K, Kotas J, Adelgais KM. Comparison of Errors Using Two Length-Based Tape Systems for Prehospital Care in Children. Prehosp Emerg Care. 2016 Jul-Aug;20(4):508-17. doi: 10.3109/10903127.2015.1128027. Epub 2016 Feb 2.
- American College of Emergency Physicians. A culture of safety in EMS systems. 2021;78(3):E37-E57. https://www.annemergmed.com/article/S0196-0644(21)00430-3/
- Moore B, Shah MI, Owusu-Ansah S, Gross T, Brown K, Gausche-Hill M, Remick K, Adelgais K, Lyng J, Rappaport L, Snow S, Wright-Johnson C, Leonard JC; AMERICAN ACADEMY OF PEDIATRICS, Committee on Pediatric Emergency Medicine and Section on Emergency Medicine EMS Subcommittee; AMERICAN COLLEGE OF EMERGENCY PHYSICIANS, Emergency Medical Services Committee; EMERGENCY NURSES ASSOCIATION, Pediatric Committee; NATIONAL ASSOCIATION OF EMERGENCY MEDICAL SERVICES PHYSICIANS, Standards and Clinical Practice Committee; NATIONAL ASSOCIATION OF EMERGENCY MEDICAL TECHNICIANS, Emergency Pediatric Care Committee; Pediatric Readiness in Emergency Medical Services Systems; POLICY STATEMENT; Organizational Principles to Guide and Define the Child Health Care System and/or Improve the Health of All Children. Pediatric Readiness in Emergency Medical Services Systems. Ann Emerg Med. 2020 Jan;75(1):e1-e6. doi: 10.1016/j.annemergmed.2019.09.012. No abstract available.
- Physician Oversight of Pediatric Care in Emergency Medical Services. Prehospital Emergency Care. 2017;21(1):88-88. doi:10.1080/10903127.2016.1229826
- Cicero MX, Adelgais K, Hoyle JD, Lyng JW, Harris M, Moore B, Gausche-Hill M; Pediatric Committee of NAEMSP adopted by NAEMSP Board of Directors. Medication Dosing Safety for Pediatric Patients: Recognizing Gaps, Safety Threats, and Best Practices in the Emergency Medical Services Setting. A Position Statement and Resource Document from NAEMSP. Prehosp Emerg Care. 2021 Mar-Apr;25(2):294-306. doi: 10.1080/10903127.2020.1794085. Epub 2020 Aug 27.
- Hansen ML, Walker-Stevenson G, Bahr N, Harrod T, Meckler G, Eriksson C, Idris A, Aufderheide TP, Daya MR, Fink EL, Jui J, Luetje M, Martin-Gill C, Mcgaughey S, Pelletier JH, Thomas D, Guise JM. EMS Agency Characteristics and Adverse Events in Pediatric Out-of-Hospital Cardiac Arrest Among 49 U.S. EMS Agencies. Prehosp Emerg Care. 2025;29(8):1039-1045. doi: 10.1080/10903127.2025.2461284. Epub 2025 Feb 10.
- Lammers R, Byrwa M, Fales W. Root causes of errors in a simulated prehospital pediatric emergency. Acad Emerg Med. 2012 Jan;19(1):37-47. doi: 10.1111/j.1553-2712.2011.01252.x.
- Eriksson CO, Bahr N, Meckler G, Hansen M, Walker-Stevenson G, Idris A, Aufderheide TP, Daya MR, Fink EL, Jui J, Luetje M, Martin-Gill C, Mcgaughey S, Pelletier J, Thomas D, Guise JM; Child Safety Initiative-Emergency Medical Services for Children. Adverse Safety Events in Emergency Medical Services Care of Children With Out-of-Hospital Cardiac Arrest. JAMA Netw Open. 2024 Jan 2;7(1):e2351535. doi: 10.1001/jamanetworkopen.2023.51535.
- Hansen M, Eriksson C, Skarica B, Meckler G, Guise JM. Safety events in pediatric out-of-hospital cardiac arrest. Am J Emerg Med. 2018 Mar;36(3):380-383. doi: 10.1016/j.ajem.2017.08.028. Epub 2017 Aug 14.
- Chassee T, Reischmann D, Mancera M, Hoyle JD Jr. Emergency Medical Dispatchers Can Obtain Accurate Pediatric Weights from 9-1-1 Callers. Prehosp Emerg Care. 2016 Nov-Dec;20(6):808-814. doi: 10.3109/10903127.2016.1168892. Epub 2016 Sep 30.
- Bosson N, Kaji AH, Gausche-Hill M. A Standardized Formulary to Reduce Pediatric Medication Dosing Errors: A Mixed Methods Study. Prehosp Emerg Care. 2022 Jul-Aug;26(4):492-502. doi: 10.1080/10903127.2021.1955058. Epub 2021 Aug 4.
- Kaji AH, Gausche-Hill M, Conrad H, Young KD, Koenig WJ, Dorsey E, Lewis RJ. Emergency medical services system changes reduce pediatric epinephrine dosing errors in the prehospital setting. Pediatrics. 2006 Oct;118(4):1493-500. doi: 10.1542/peds.2006-0854.
- Lammers RL, Willoughby-Byrwa M, Fales WD. Errors and error-producing conditions during a simulated, prehospital, pediatric cardiopulmonary arrest. Simul Healthc. 2014 Jun;9(3):174-83. doi: 10.1097/SIH.0000000000000013.
- Bankhurst AD. Interferons and systemic lupus erythematosus. J Rheumatol Suppl. 1987 Jun;14 Suppl 13:63-7.
- Hoyle JD Jr, Ekblad G, Hover T, Woodwyk A, Brandt R, Fales B, Lammers RL. Dosing Errors Made by Paramedics During Pediatric Patient Simulations After Implementation of a State-Wide Pediatric Drug Dosing Reference. Prehosp Emerg Care. 2020 Mar-Apr;24(2):204-213. doi: 10.1080/10903127.2019.1619002. Epub 2019 Jun 10.
- Meckler G, Leonard J, Hoyle J. Pediatric patient safety in emergency medical services. Clin Pediatr Emerg Med. 2014;15(1). doi:10.1016/j.cpem.2014.01.003
Study record dates
Study Major Dates
Study Start (Actual)
Primary Completion (Estimated)
Study Completion (Estimated)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (Actual)
Study Record Updates
Last Update Posted (Actual)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Keywords
Other Study ID Numbers
- Augmenting the On-Scene Medic
- 5R18HS029283-03 (U.S. AHRQ Grant/Contract)
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.
Clinical Trials on Medication Errors
-
NYU Langone HealthRobert Wood Johnson Foundation; New York City Health and Hospitals CorporationCompletedMedication Adherence | Medication ErrorsUnited States
-
NYU Langone HealthEunice Kennedy Shriver National Institute of Child Health and Human Development... and other collaboratorsCompleted
-
Weill Medical College of Cornell UniversityAgency for Healthcare Research and Quality (AHRQ)CompletedMedication ErrorsUnited States
-
University of VermontHealth Resources and Services Administration (HRSA)Completed
-
Karen C. Nanji,M.D.,M.P.H.Not yet recruitingPerioperative Medication Errors | Perioperative Adverse Medication Events
-
Massachusetts General HospitalCompletedPerioperative Medication Errors | Perioperative Adverse Medication EventsUnited States
-
Malmö UniversityLund University; Region SkaneCompleted
-
University of NottinghamNational Institute for Health Research, United KingdomUnknown
-
Weill Medical College of Cornell UniversityCompleted
-
Brigham and Women's HospitalBoston Children's Hospital; National Patient Safety FoundationWithdrawnMedication ErrorsUnited States
Clinical Trials on Augmented reality software for pediatric drug dosing
-
Koç UniversityWayne State UniversityCompleted
-
The University of QueenslandUniversity of Sydney; Sydney Children's Hospitals Network; Peter MacCallum Cancer... and other collaboratorsRecruitingInfectious Disease | Fungal Infection | Blood Cancer | Haematological MalignancyAustralia, United States
-
Emrah AyAtaturk University; Prof. Dr. Mağfiret KaşıkçıCompletedQuality of Life | Cough | Copd | Self Efficacy | Nursing CariesTurkey
-
Chang Gung Memorial HospitalNot yet recruitingVertigo | Vestibular Disorder | Nystagmus
-
Universitat Jaume IUniversity of ValenciaCompleted
-
Shanghai Jiao Tong University School of MedicineCompletedEducational Problems | Serious Game | Augmented RealityChina
-
National Yang Ming UniversityCompleted
-
Centro Universitario La SalleUniversidad Rey Juan CarlosTerminatedChronic Pain | Neck PainSpain
-
Rennes University HospitalINRIA, Hybrid team; Ecole Centrale Nantes, laboratoire Ambiances, Architectures...CompletedAlzheimer or Mild Cognitive ImpairmentFrance
-
Wayne State UniversityUnited States Department of Defense; Ralph H. Johnson VA Medical CenterRecruitingPTSD | Post Traumatic Stress DisorderUnited States