Evidence map›Paper›PMID 42571777›Full record

SynthesisJournal of educational evaluation for health professions2026

The impact of the learner role in healthcare simulation-based education on learning outcomes: a systematic review.

Abdelkader Amechghal, Aziz Naciri, Kamal Takhdat, Sana Loubbairi, Adil Mellouki, Laila Lahlou, Hicham Nassik

Abstract readSystematic Review
In one paragraph

Synthesis in Journal of educational evaluation for health professions, 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
–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

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.

Abdelkader AmechghalResearch and Innovation Laboratory in Health Science, Faculty of Medicine and Pharmacy, Ibn Zohr University, Agadir, Morocco. abdelkader.amechghal.20@edu.uiz.ac.ma.
Aziz NaciriHigher Institute of Nursing Professions and Health Techniques, Laayoune, Morocco.
Kamal TakhdatHigher Institute of Nursing Professions and Health Techniques, Marrakech, Morocco.
Sana LoubbairiResearch and Innovation Laboratory in Health Science, Faculty of Medicine and Pharmacy, Ibn Zohr University, Agadir, Morocco.
Adil MelloukiFaculty of Medicine and Pharmacy, Ibn Zohr University, Laayoune, Morocco.
Laila LahlouResearch and Innovation Laboratory in Health Science, Faculty of Medicine and Pharmacy, Ibn Zohr University, Agadir, Morocco.
Hicham NassikResearch and Innovation Laboratory in Health Science, Faculty of Medicine and Pharmacy, Ibn Zohr University, Agadir, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis review examined the impact of learner role-active participant versus observer-on learning outcomes in healthcare simulation-based education using Kirkpatrick's evaluation model.

methodsFive databases-PubMed, Scopus, Web of Science, ScienceDirect, and EBSCOhost-were searched for studies published from January 2018 to November 2024. Eligibility criteria, defined using the PICOS framework, targeted studies comparing learning outcomes between active participant and observer roles among health professions students and practitioners. Methodological quality was appraised using the Medical Education Research Study Quality Instrument, and findings were synthesized narratively. This review was registered in PROSPERO under registration number CRD42024611988.

resultsOf 648 records, 15 studies involving 1,799 participants met the inclusion criteria; role allocation was specifically reported for 644 active participants and 709 observers. Most studies were conducted in high-income countries (13/15) and nursing programs (11/15). At Kirkpatrick Level 1, most studies reported no statistically significant between-role differences, although an active participant advantage emerged for emotional arousal. At Level 2, knowledge, skills, and most attitudinal outcomes did not differ significantly between roles; active participant advantages were observed for technical skills at delayed follow-up, affective competencies in palliative care, and perceived learning transfer. No study assessed Levels 3 or 4.

conclusionMost studies found no significant differences between observer and active participant roles at Kirkpatrick Levels 1 and 2. Generalizability across all health professions and settings is limited. Pedagogically appropriate use of the observer role supports learning outcomes and may expand access to simulation-based education.

Indexed as

LearningSimulation TrainingClinical CompetenceEducational MeasurementHumansEducational measurementMedical educationMoroccoObservational learningSimulation training

Identifiers

PMID42571777
PMCPMC13616528

What OpenQuestion holds

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Registered trials

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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.