NCT07504211

Brief Summary

The primary objective of this research study is to use simulated pediatric emergencies to test the effectiveness of a drug dosing safety system for EMS providers by comparing usual care to use of an augmented reality device.

Trial Health

55
Monitor

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Trial has exceeded expected completion date
Enrollment
312

participants targeted

Target at P75+ for not_applicable

Timeline
Completed

Started Apr 2023

Typical duration for not_applicable

Geographic Reach
1 country

1 active site

Status
active not recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

Study Start

First participant enrolled

April 1, 2023

Completed
3 years until next milestone

First Submitted

Initial submission to the registry

March 16, 2026

Completed
15 days until next milestone

First Posted

Study publicly available on registry

March 31, 2026

Completed
Same day until next milestone

Primary Completion

Last participant's last visit for primary outcome

March 31, 2026

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

March 31, 2026

Completed
Last Updated

March 31, 2026

Status Verified

March 1, 2026

Enrollment Period

3 years

First QC Date

March 16, 2026

Last Update Submit

March 26, 2026

Conditions

Keywords

Simulated Pediatric EmergenciesEmergency Medical ServicesMedication ErrorsPatient SafetySimulationpediatrics

Outcome Measures

Primary Outcomes (1)

  • Drug dosing accuracy

    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 Outcomes (1)

  • Tenfold dosing errors

    2 hours

Study Arms (2)

Augmented reality

EXPERIMENTAL

EMS crews who will utilize the augmented reality application

Other: Augmented reality software for pediatric drug dosing

Usual care

NO INTERVENTION

EMS crews who will provide usal care using their existing pediatric dosing references

Interventions

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.

Augmented reality

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Eligible participants were licensed EMTPs or EMTs authorized to practice within their agency.

You may not qualify if:

  • strabismus
  • severe astigmatism
  • vertigo
  • significant visual impairment
  • motion sickness
  • claustrophobia
  • screen-induced nausea/headache

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Western Michigan University School of Medicine

Kalamazoo, Michigan, 49008, United States

Location

Related Publications (40)

  • R: The r project for statistical computing. Accessed May 20, 2022. https://www.r-project.org/

    BACKGROUND
  • Python eda documentation. Accessed May 20, 2022. https://pyeda.readthedocs.io/en/latest/index.html

    BACKGROUND
  • Ledalab software. Accessed May 20, 2022. http://www.ledalab.de/software.htm

    BACKGROUND
  • 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

    BACKGROUND
  • 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

    BACKGROUND
  • 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

    BACKGROUND
  • 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.

    PMID: 33938509BACKGROUND
  • 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.

    PMID: 27283420BACKGROUND
  • 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.

    PMID: 30609988BACKGROUND
  • 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.

    PMID: 28554878BACKGROUND
  • 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.

    PMID: 33784686BACKGROUND
  • 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

    BACKGROUND
  • 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

    BACKGROUND
  • 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.

    PMID: 31214807BACKGROUND
  • 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

    BACKGROUND
  • 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

    BACKGROUND
  • 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

    BACKGROUND
  • 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

    BACKGROUND
  • 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

    BACKGROUND
  • 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

    BACKGROUND
  • 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

    BACKGROUND
  • 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.

    PMID: 27636021BACKGROUND
  • 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.

    PMID: 35020551BACKGROUND
  • 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.

    PMID: 26836351BACKGROUND
  • 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/

    BACKGROUND
  • 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.

    PMID: 31866028BACKGROUND
  • Physician Oversight of Pediatric Care in Emergency Medical Services. Prehospital Emergency Care. 2017;21(1):88-88. doi:10.1080/10903127.2016.1229826

    BACKGROUND
  • 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.

    PMID: 32644857BACKGROUND
  • 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.

    PMID: 39907300BACKGROUND
  • 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.

    PMID: 22251191BACKGROUND
  • 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.

    PMID: 38214931BACKGROUND
  • 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.

    PMID: 28821366BACKGROUND
  • 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.

    PMID: 27690289BACKGROUND
  • 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.

    PMID: 34255605BACKGROUND
  • 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.

    PMID: 17015540BACKGROUND
  • 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.

    PMID: 24401924BACKGROUND
  • Bankhurst AD. Interferons and systemic lupus erythematosus. J Rheumatol Suppl. 1987 Jun;14 Suppl 13:63-7.

    PMID: 2441046BACKGROUND
  • 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.

    PMID: 21999707BACKGROUND
  • 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.

    PMID: 31084508BACKGROUND
  • 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

    BACKGROUND

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
NONE
Purpose
OTHER
Intervention Model
PARALLEL
Sponsor Type
OTHER
Responsible Party
SPONSOR

Study Record Dates

First Submitted

March 16, 2026

First Posted

March 31, 2026

Study Start

April 1, 2023

Primary Completion

March 31, 2026

Study Completion

March 31, 2026

Last Updated

March 31, 2026

Record last verified: 2026-03

Data Sharing

IPD Sharing
Will not share

Locations