Evidence map›Paper›PMID 42615013›Full record

ReviewNeurology. Education2026

A Generational Approach to Neurology Education: Engaging Generation Z Learners.

Rafid Mustafa

Abstract readReview
In one paragraph

Review in Neurology. Education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

1 author.

Rafid MustafaFrom the Department of Neurology, Mayo Clinic College of Medicine and Science, Rochester, MN.ORCID https://orcid.org/0000-0003-2827-0507

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Neurophobia remains a persistent barrier in neurology education because learners often struggle to connect neuroanatomy, localization, examination findings, and clinical reasoning. At the same time, Generation Z learners now comprise much of undergraduate and graduate medical education and have trained in an environment shaped by ubiquitous mobile technology, short-form media, rapid information retrieval, and heightened attention to feedback, well-being, and belonging. This review synthesizes literature on neurophobia, Gen Z learner preferences, cognitive load, active learning, simulation, multimedia instruction, social media, artificial intelligence (AI), and recent

Identifiers

PMID42615013
PMCPMC13485139

What OpenQuestion holds

Textmetadata
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.