Evidence map›Paper›PMID 41859562›Full record

ArticleNeurology. Education2026

Education Research: Validity and Reliability of the Neurophobia-Combined Measure (NCM) in Irish Medical Students.

Liah McElligott, Caitriona Cahir, Diane M Gillan, Norman Delanty, Susan Byrne, Noel Gerry McElvaney, Eavan McGovern

Abstract read
In one paragraph

Article in Neurology. Education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Liah McElligottSchool of Postgraduate Studies, Royal College of Surgeons in Ireland, Dublin, Ireland.ORCID https://orcid.org/0000-0002-1393-1352
Caitriona CahirData Science Centre, School of Population Health, Royal College of Surgeons in Ireland, Dublin.ORCID https://orcid.org/0000-0002-7137-5737
Diane M GillanDepartment of Neuropsychology, Beaumont Hospital, Dublin, Ireland.ORCID https://orcid.org/0000-0002-1183-1075
Norman DelantySchool of Medicine, Royal College of Surgeons in Ireland, Dublin.ORCID https://orcid.org/0000-0002-3953-9842
Susan ByrneFuture Neuro SFI, Research Centre for Neurological Disease, RCSI, Dublin, Ireland; and.ORCID https://orcid.org/0000-0001-6731-0343
Noel Gerry McElvaneySchool of Medicine, Royal College of Surgeons in Ireland, Dublin.ORCID https://orcid.org/0000-0002-0152-4370
Eavan McGovernSchool of Medicine, Royal College of Surgeons in Ireland, Dublin.ORCID https://orcid.org/0000-0001-7325-8959

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Objectives: Neurophobia, defined as a fear of neurology and the neurosciences, is a recognized barrier in medical education and clinical practice. It affects one-third of medical students internationally, yet measurement approaches remain inconsistent. This study aimed to validate the Neurophobia-Combined Measure (NCM), a psychometric tool for assessing neurophobia in medical students. Methods: NCM items were developed from literature, expert input, and existing measures of interest, confidence, and anxiety. Final-year medical students at the Royal College of Surgeons in Ireland completed the NCM alongside the Test Anxiety Inventory (TAI-5), State-Trait Anxiety Inventory (STAIT-5), and a summative Multiple Choice Questionnaire Examination (MCQE). Exploratory and confirmatory factor analyses were conducted to evaluate dimensionality. Model fit was assessed using structural equation modeling indices. Internal consistency was estimated with Cronbach alpha and McDonald omega. Criterion, convergent and discriminant validity were assessed via correlations with MCQE, TAI-5, and STAIT-5. Receiver operating characteristic (ROC) analysis tested diagnostic accuracy, and invariance was explored across sex and academic entry status. Results: A total of 311 students (mean age = 24 years, SD = 3; 64% female; 70% undergraduate-entry) completed all measures. Exploratory factor analysis supported a 2-factor structure reflecting (1) perceived neurology difficulty/complexity and (2) confidence/interest. The 2-factor model demonstrated good fit, χ Discussion: The NCM demonstrates good reliability and validity and reflects 2 related but distinct dimensions of neurophobia. Future research should examine its applicability across institutions and educational levels.

Identifiers

PMID41859562
PMCPMC12999273

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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.