Evidence map›Paper›PMID 42184362›Full record

ArticleJMIR medical education2026

Virtual Reality and Gamification for Assessing Technical Aptitude, Cognitive Abilities, and Personality Characteristics in Surgical Residency Selection: Validation Study.

Noa Gazit, Gilad Ben-Gal, Ron Eliashar

Abstract readValidation Study
In one paragraph

Article in JMIR medical 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
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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

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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

3 authors.

Noa GazitDepartment of Otolaryngology/HNS, Faculty of Medicine, Hebrew University of Jerusalem, Hadassah Medical Center, Kalman Ya'akov Man 1, Jerusalem, 9112001, Israel, 972 547567448.ORCID 0000-0002-6641-0278
Gilad Ben-Gal *Department of Prosthodontics, Faculty of Dental Medicine, Hebrew University of Jerusalem, Hadassah Medical Center, Jerusalem, Israel.ORCID 0000-0001-7107-4750
Ron Eliashar *Department of Otolaryngology/HNS, Faculty of Medicine, Hebrew University of Jerusalem, Hadassah Medical Center, Kalman Ya'akov Man 1, Jerusalem, 9112001, Israel, 972 547567448.ORCID 0000-0003-0740-4975

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Assessment of technical aptitude, cognitive abilities, and personality characteristics is important in selecting candidates for surgical training. Currently, the selection of surgical training candidates does not systematically include objective assessment of these variables. Instead, it relies heavily on traditional selection methods, such as academic achievement, letters of recommendation, and interviews, whose presumed relationships with later performance are based on limited and inconsistent evidence. Objective: This study examined evidence for validity based on relationships with other variables-a key source of validity evidence-to support the use of 2 novel tools for objectively assessing surgical training candidates: a nonimmersive (screen-based) virtual reality laparoscopic technical aptitude test, and a game-based assessment of cognitive abilities and personality characteristics. Methods: This study had 3 phases, all focused on establishing validity based on relationships with other variables. In Phase 1, we evaluated convergent and discriminant evidence of validity by assessing the correlation between interns' performance in the 2 novel selection tests and in 4 established psychometric instruments for assessing dexterity, visuospatial ability, intelligence, and personality. In Phase 2, we evaluated evidence for the test-criterion relationship by assessing the correlation between residents' performance in the 2 novel tests and their concurrent residency performance evaluations. In this phase, we also assessed evidence for the fairness of the tests between genders. In Phase 3, we focused on the technical aptitude test and evaluated evidence for its relationship with training level by administering the test to a sample of expert surgeons and comparing their performance with that of the residents and interns from the previous phases. Results: Interns' scores on the 2 novel selection tests were correlated with scores on the relevant established psychometric instruments, providing convergent and discriminant evidence (Phase 1). Residents' scores on the 2 novel tests were significantly correlated with relevant performance criteria (Phase 2). In addition, no evidence for gender bias in the tests was found. Finally, based on data collected in all 3 phases, we found evidence for expert-novice differences in the technical aptitude test scores, such that scores were correlated with surgical experience. Conclusions: The findings provide validity evidence supporting the use of the novel virtual reality-based technical aptitude test and a game-based assessment of cognitive abilities and personality characteristics in selecting candidates for surgical training. However, because the test-criterion evidence was obtained using a concurrent design, further prospective longitudinal studies are required to determine whether these assessments predict subsequent residency performance.

Indexed as

AptitudeCognitionGeneral SurgeryInternship and ResidencyPersonalityVirtual RealityAdultAptitude TestsClinical CompetenceEducational MeasurementFemaleHumansMalePsychometricsVideo Gamesassessmentcognitive abilitiesgame-based assessmentgamificationpersonality characteristicsresident selectionsurgical simulatorssurgical trainingtechnical aptitude

Identifiers

PMID42184362
PMCPMC13200778

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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.