ArticleNeurology. Education2025
Education Research: EEG Instruction: Findings from a Scoping Review.
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.
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.
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
2 citing papers in PubMed.
- Education Research: Development of a Workplace-Based Assessment to Enhance EEG Interpretation Skills for Medical Students.Neurology. Education · 2026Article
- Curriculum Innovation: Neurocritical Care EEG Rounds: A Model to Improve Neurology Resident EEG Interpretation.Neurology. Education · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
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
What OpenQuestion holds
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.