Abstract
Objective
Develop and pilot test a simulator that presents ten commonly encountered representative clinical contexts for trainees to learn basic electroencephalogram (EEG) interpretation skills.
Methods
We created an interactive web-based training simulator that allows self-paced, asynchronous learning and assessment of basic EEG interpretation skills. The simulator uses the information retrieval process via a free-response text box to enhance learning. Ten scenarios were created that present dynamic (scrolling) EEG tracings resembling the clinical setting, followed by questions with free-text answers. The answer was checked against an accepted word/phrase list. The simulator has been used by 76 trainees in total. We report pilot study results from the University of Florida’s neurology residents (N = 24). Total percent correct for each scenario and average percent correct for all scenarios were calculated and correlated with most recent In-training Examination (ITE) and United States Medical License Examination (USMLE) scores.
Results
Neurology residents’ mean percent correct scenario scores ranged from 27.1–86.0% with an average scenario score of 61.2% ± 7.7. We showed a moderately strong correlation r = 0.49 between the ITE and the average scenario score.
Conclusion
We developed an online interactive EEG interpretation simulator to review basic EEG content and assess interpretation skills using an active retrieval approach. The pilot study showed a moderately strong correlation r = 0.49 between the ITE and the average scenario score. Since the ITE is a measure of clinical practice, this is evidence that the simulator can provide self-directed instruction and shows promise as a tool for assessment of EEG knowledge.
Similar content being viewed by others
Availability of data and material
The datasets generated and analyzed during the current study are available from the corresponding author upon reasonable request.
References
Maschio M, Aguglia U, Avanzini G et al (2019) Management of epilepsy in brain tumors. Neurol Sci 40:2217–2234. https://doi.org/10.1007/s10072-019-04025-9
Gasparini S, Ferlazzo E, Sueri C et al (2019) Hypertension, seizures, and epilepsy: a review on pathophysiology and management. Neurol Sci 40:1775–1783. https://doi.org/10.1007/s10072-019-03913-4
The Neurology Milestone Project: a joint initiative of the Accreditation Council for Graduate Medical Education and The American Board of Psychiatry and Neurology. http://www.acgme.org/portals/0/pdfs/milestones/neurologymilestones.pdf. Accessed 12 Mar 2020
Daniello KM, Weber DJ (2018) Education research: the current state of neurophysiology education in selected neurology residency programs. Neurology. 90:708–711. https://doi.org/10.1212/WNL.0000000000005296
Micieli G, Cavallini A, Santalucia P, Gensini G (2015) Simulation in neurology. Neurol Sci 36:1967–1971. https://doi.org/10.1007/s10072-015-2228-8
Miller BR, Troyer M, Busey T (2008) Virtual EEG: A software-based electroencephalogram designed for undergraduate neuroscience-related courses. J Undergrad Neurosci Educ 7:A19–A25
Mayorov OY (2000) Virtual training simulator--designer of EEG signals for tutoring students and doctors to methods of quantitative EEG analysis (qEEG). Stud Health Technol Inform 77:573–577
Karpicke JD, Aue WR (2015) The testing effect is alive and well with complex materials. Educ Psychol Rev 27:317–326. https://doi.org/10.1007/s10648-015-9309-3
Dobson JL, Linderholm T, Stroud L (2019) Retrieval practice and judgements of learning enhance transfer of physiology information. Adv Health Sci Educ Theory Pract 24:525–537. https://doi.org/10.1007/s10459-019-09881-w
Bjork EL, Bjork RA (2011) Making things hard on yourself, but in a good way: creating desirable difficulties to enhance learning. In: Gernsbacher MA, Pew RW, Hough LM, Pomerantz JR (eds) Psychology and the real world: essays illustrating fundamental contributions to society. Worth Publishers, New York, pp 56–64
Zaccara G, Esposito V, Maschio M, Musolino R, Rudà R, Toni D (2020) A survey on clinical pathways of patients with epilepsy and cerebrovascular diseases or brain tumors. Neurol Sci 41:1507–1511. https://doi.org/10.1007/s10072-020-04252-5
Mesraoua B, Deleu D, Al Hail H et al (2019) Electroencephalography in epilepsy: look for what could be beyond the visual inspection. Neurol Sci 40:2287–2291. https://doi.org/10.1007/s10072-019-04026-8
Yao J, Wang H, Xiao Z (2019) Correlation between EEG during AED withdrawal and epilepsy recurrence: a meta-analysis. Neurol Sci 40:1637–1644. https://doi.org/10.1007/s10072-019-03855-x
Zaccara G, Citerio G, Del Gaudio A et al (2020) Clinical pathways of epileptic seizures and status epilepticus: results from a survey in Italy. Neurol Sci 41:1571–1575. https://doi.org/10.1007/s10072-020-04270-3
Johnson NE, Maas MB, Coleman M, Jozefowicz R, Engstrom J (2012) Education research: neurology training reassessed: the 2011 American Academy of Neurology resident survey results. Neurology. 79:1831–1834. https://doi.org/10.1212/WNL.0b013e3182703fa3
Schuh LA, Adair JC, Drogan O, Kissela BM, Morgenlander JC, Corboy JR (2009) Education research: neurology residency training in the new millennium. Neurology. 72:e15–e20. https://doi.org/10.1212/01.wnl.0000342389.60811.ca
Jones LK Jr, Eggers SDZ, Capobianco DJ, Boes CJ (2018) Timing of milestone competency acquisition in neurology residency: what by when? Neurology. 91:748–754. https://doi.org/10.1212/WNL.0000000000006361
Acknowledgments
The authors wish to acknowledge Sungho Oh (University of Pennsylvania) for his contribution when planning for this development. Thanks to Vera Barnes for her help formatting and word processing this manuscript and Corey Astrom, ELS for her editorial support.
Code availability
Not applicable.
Funding
This study was funded by the Foundation for Anesthesia Education and Research (grant number 96741).
Author information
Authors and Affiliations
Contributions
Brenda G. Fahy: conceptualization, methodology, investigation, visualization, supervision, project administration, writing - original draft preparation, writing - review and editing.
Jean E. Cibula: conceptualization, methodology, investigation, writing – review and editing.
W. Travis Johnson: software, software support, validation, investigation, resources, data curation, writing - review and editing.
Lou Ann Cooper: formal analysis, data curation, visualization, writing - review and editing.
David Lizdas: software, resources, and data curation.
Nikolaus Gravenstein: investigation, writing - review and editing.
Samsun Lampotang: software, resources, writing - original draft preparation, writing - review and editing.
Corresponding author
Ethics declarations
Conflict of interest
Brenda G. Fahy: Received salary support from the Foundation for Anesthesia Education and Research for Make it Stick: An Educational Model to Improve Long-Term Retention grant.
Jean E. Cibula: Received support as the site principal investigator for UCB BRAIN study.
W. Travis Johnson: Received salary support from the Foundation for Anesthesia Education and Research for Make it Stick: An Educational Model to Improve Long-Term Retention grant.
Lou Ann Cooper: The author declares that she has no conflict of interest.
David Lizdas: The author declares that he has no conflict of interest.
Nikolaus Gravenstein: The author declares that he has no conflict of interest.
Samsun Lampotang: The author declares that he has no conflict of interest.
Ethics approval
This study was approved by the University of Florida Institutional Review Board in accordance with the ethical standards of the 1964 Declaration of Helsinki and its later amendments or comparable ethical standards.
Consent to participate
Informed consent was obtained from all individual participants included in the study.
Consent for publication
Each individual participant consented to the submission and publication of their study data as detailed in the informed consent form.
Statistical analysis
Statistical analysis was conducted by Lou Ann Cooper, University of Florida College of Medicine, Office for Educational Affairs, Gainesville, FL, USA.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Fahy, B.G., Cibula, J.E., Johnson, W.T. et al. An online, interactive, screen-based simulator for learning basic EEG interpretation. Neurol Sci 42, 1017–1022 (2021). https://doi.org/10.1007/s10072-020-04610-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10072-020-04610-3