Evidence map›Paper›PMID 41169758›Full record

ArticleNeurology. Education2025

Education Research: EEG Instruction: Findings from a Scoping Review.

Andres Fernandez, Maryam Asoodar, Gregory Laynor, Alexis Peedin, Jeffrey B Ratliff, Urvashi Vaid, Swati A Karmarkar, Moushumi Sur, Vivianne van Kranen-Mastenbroek, Dimitrios Papanagnou and 3 more

Abstract read
In one paragraph

Article in Neurology. Education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

13 authors.

Andres FernandezDepartment of Neurology, Thomas Jefferson University, Philadelphia, PA.ORCID https://orcid.org/0000-0001-5389-6232
Maryam AsoodarSchool of Health Professions Education, Maastricht University, the Netherlands.
Gregory LaynorNYU Health Sciences Library, NYU Grossman School of Medicine, NY.
Alexis PeedinDepartment of Pathology, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia.ORCID https://orcid.org/0000-0003-3779-8602
Jeffrey B RatliffDepartment of Neurology, Thomas Jefferson University, Philadelphia, PA.ORCID https://orcid.org/0000-0002-1264-1070
Urvashi VaidDepartment of Internal Medicine, Thomas Jefferson University, Philadelphia, PA.ORCID https://orcid.org/0000-0002-9733-1505
Swati A KarmarkarDepartment of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston.
Moushumi SurDepartment of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston.
Vivianne van Kranen-MastenbroekDepartment of Clinical Neurophysiology, Maastricht UMC+, Maastricht University Medical Center, the Netherlands.ORCID https://orcid.org/0000-0002-5701-3027
Dimitrios PapanagnouDepartment of Emergency Medicine, Thomas Jefferson University; Philadelphia, PA.ORCID https://orcid.org/0000-0003-3682-8371
Marian H J M MajoieSchool of Health Professions Education, Maastricht University, the Netherlands.ORCID https://orcid.org/0000-0003-0579-8122
Dorene F BalmerDepartment of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania.ORCID https://orcid.org/0000-0001-6805-4062
Satid ThammasitboonDepartment of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Objectives: Although EEG interpretation is a key skill in neurology, EEG instruction is variable and its landscape remains underexplored. Thus, we conducted a scoping review to expand the literature by providing a structured mapping of the EEG instruction literature and a foundation for future research in EEG instruction. Methods: We followed a structured methodological framework for scoping reviews and report the findings in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews. Research questions explored theoretical frameworks, methodologies, learner populations, instructional methods, and assessment approaches. Eligibility criteria were iteratively modified to focus on studies on EEG instruction. A search strategy was developed by a systematic review librarian including the following databases: Scopus, PubMed, PsycINFO, Cumulative Index to Nursing and Allied Health Literature, CENTRAL, and Education Resources Information Center. An initial search was conducted in 2021, with a subsequent updated search to cover studies from 2022 to 2024. Screening was conducted in Covidence using dyads, with discrepancies resolved by a third reviewer. Data extraction categories were developed for the included studies. Results: Thirty-three EEG instruction studies were included in this scoping review. Most studies were published since 2014, were conducted in North America, originated in single institutions, and were published in neurology/neuroscience journals. Almost half of the studies had neurology trainee learner populations, but other specialty trainees were also represented. There was a dearth of theoretical frameworks underpinning the studies, and all studies used quantitative methodologies. Instructional approaches clustered around didactic instruction, online-based instruction, and experiential learning, with several studies using multiple modalities. Assessment approaches clustered around multiple-choice question tests, tests based on EEG samples, and standardized summative tests. Several studies used multiple assessment approaches, but most were lower level (Kirkpatrick level 1 or 2). Discussion: Our scoping review reveals a surge in publications on EEG instruction with a trend toward multimodal instructional approaches, with an assessment focus on knowledge. The findings from this scoping review highlight 3 areas for growth and improvement that future research might address: increase the rigor of research on EEG educational interventions, advance the scope of EEG instruction research, and enhance the precision of EEG instruction.

Identifiers

PMID41169758
PMCPMC12570072

What OpenQuestion holds

Textmetadata
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.