Evidence map›Paper›PMID 41730203›Full record

ArticleJMIR medical education2026

From Realism to Learner Engagement: Rethinking Fidelity in Simulation-Based Education.

Julien Pico, Jean-Noel Evain, Christina Aron, Gilles Martin, Ilian Cruz-Panesso, Leonida-Mihai Georgescu, Issam Tanoubi

Abstract read
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. 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. Review
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.

Julien PicoCentre Hospitalier Universitaire de Montpellier, Montpellier, Occitanie, France.ORCID 0000-0002-3482-2657
Jean-Noel EvainCentre d'apprentissage des attitudes et habiletés cliniques (CAAHC), Université de Montréal, Pavillon Roger-Gaudry, 2900, boul. Édouard-Montpetit, 8e étage, Montréal, QC, H3T 1J4, Canada, 1 5142493006.ORCID 0000-0002-1715-6648
Christina AronCentre d'apprentissage des attitudes et habiletés cliniques (CAAHC), Université de Montréal, Pavillon Roger-Gaudry, 2900, boul. Édouard-Montpetit, 8e étage, Montréal, QC, H3T 1J4, Canada, 1 5142493006.ORCID 0009-0000-8560-0264
Gilles MartinCentre d'apprentissage des attitudes et habiletés cliniques (CAAHC), Université de Montréal, Pavillon Roger-Gaudry, 2900, boul. Édouard-Montpetit, 8e étage, Montréal, QC, H3T 1J4, Canada, 1 5142493006.ORCID 0000-0003-3277-9170
Ilian Cruz-PanessoDirection de l'enseignement et de l'Académie CHUM (DEAC), Montréal, QC, Canada.ORCID 0009-0009-3538-8889
Leonida-Mihai GeorgescuCentre d'apprentissage des attitudes et habiletés cliniques (CAAHC), Université de Montréal, Pavillon Roger-Gaudry, 2900, boul. Édouard-Montpetit, 8e étage, Montréal, QC, H3T 1J4, Canada, 1 5142493006.ORCID 0000-0003-3452-8957
Issam TanoubiCentre d'apprentissage des attitudes et habiletés cliniques (CAAHC), Université de Montréal, Pavillon Roger-Gaudry, 2900, boul. Édouard-Montpetit, 8e étage, Montréal, QC, H3T 1J4, Canada, 1 5142493006.ORCID 0000-0002-6123-0956

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Unlabelled: Simulation has become an essential pedagogical tool in health professions education, traditionally valued for its ability to approximate clinical practice. Higher simulation fidelity is often assumed to directly enhance learner engagement and improve educational outcomes; however, this assumption oversimplifies a complex relationship. Fidelity is multidimensional, encompassing physical, emotional, and contextual dimensions, as well as qualitative and quantitative considerations, each influencing learners' perception of realism in distinct ways. Engagement is shaped not only by these dimensions of fidelity but also by intrinsic factors such as motivation, prior experience, stress, and emotional resilience, and by extrinsic factors including instructional design, facilitation, debriefing, and psychological safety. A central mediator in this process is the fiction contract, an implicit agreement that enables learners to suspend disbelief and engage authentically despite inherent limitations in realism. Technological sophistication alone does not necessarily translate into greater educational impact. Rather, fidelity should be intentionally aligned with learning objectives: advanced patient simulators may support procedural training, standardized patients may enhance communication skills, and task trainers may optimize focused psychomotor practice. This viewpoint advocates for a goal-oriented, multimodal approach that redefines high-fidelity simulation not as the pursuit of maximum realism, but as the deliberate alignment of fidelity with pedagogy to optimize learner engagement and educational effectiveness.

Indexed as

Simulation TrainingClinical CompetenceHumansLearningfiction contractfidelitylearningmedical educationsimulation training

Identifiers

PMID41730203
PMCPMC12928686

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.