ArticleNeurology. Education2023
Scoping Review: Innovations in Clinical Neurology Education.
Article in Neurology. Education, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 12 papers, 2 of them syntheses that pooled 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.
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
12 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- Digital science communication for sustainability literacy: A scoping review.Open research Europe · 2025Pooled it
- "Probe-ing" Deeper: Ultrasound-Assisted Lumbar Puncture Training in Neurology.Neurology. Education · 2026Article
- Curriculum Innovation:Neurology. Education · 2026Article
- Standardized patient training for neurological examination: providing precise, technique-oriented feedback.BMC medical education · 2026Article
- Advancing Neuroscience Education Scholarship: The Curriculum Resource Report.Neurology. Education · 2025Article
- Education Research: Comparison of Lecture-Based and Direct Instruction Didactics to Improve Neurologic Examination Confidence in Neurology Clerkship Students.Neurology. Education · 2025Article
- Medical simulation: an essential tool for training, diagnosis, and treatment in the 21st century.BMC medical education · 2025Review
- Described neural connections enhance classroom learning of neuroanatomy.Anatomical sciences education · 2025Article
- Education Research: The Landscape of Adult Neurology Residency Didactic Curricula in the United States: A Cross-Sectional Survey.Neurology. Education · 2025Article
- Education Research: Utilization of Simulation in Residency Programs: A Survey of Adult Neurology Residency Program Directors.Neurology. Education · 2024Article
- Education Research: Making a Tweetorial Fly: Features of Educational Social Media Posts Associated With High Sharing and Engagement.Neurology. Education · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Advances in adult learning theory and instructional technologies provide opportunities to improve neurology knowledge acquisition. This scoping review aimed to survey the emerging landscape of educational innovation in clinical neurology. With the assistance of a research librarian, we conducted a literature search on November 4, 2021, using the following databases: PubMed, Embase, Scopus, Cochrane Library, Education Resources Information Center, and PsycINFO. We included studies of innovative teaching methods for medical students through attending physician-level learners and excluded interventions for undergraduate students and established methods of teaching, as well as those published before 2010. Two authors independently reviewed all abstracts and full-text articles to determine inclusion. In the case of disagreement, a third author acted as arbiter. Study evaluation consisted of grading level of outcomes using the Kirkpatrick model, assessing for the presence of key components of education innovation literature, and applying an author-driven global innovation rating. Among 3,830 identified publications, 350 (175 full texts and 175 abstracts) studies were selected for analysis. Only 13 studies were included from 2010 to 2011, with 98 from 2020 to 2021. The most common innovations were simulation (142), eLearning, including web-based software and video-based learning (78), 3-dimensional modeling/printing (34), virtual/augmented reality (26) podcasts/smartphone applications/social media (24), team-based learning (17), flipped classroom (17), problem-based learning (10), and gamification (9). Ninety-eight (28.0%) articles included a study design with a comparison group, but only 23 of those randomized learners to an intervention. Most studies relied on Kirkpatrick Level 1 and 2 outcomes-the perceptions of training by learners and acquisition of knowledge. The sustainability of the innovation, transferability of the innovation to a new context, and the explanation of the novel nature of the innovations were some of the least represented features. We rated most innovations as only slightly innovative. There has been an explosion of reports on educational methods in clinical neurology over the last decade, especially in simulation and eLearning. Unfortunately, most reports lack adequate assessment of the validity and effect of the respective innovation's merits, as well as details regarding sustainability and transferability to new contexts.
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.