Evidence map›Paper›PMID 42458633›Full record

ArticleAdvances in simulation (London, England)2026

Education alone is rarely enough: realising value from integrating simulation with quality improvement.

Farrukh N Jafri, Michael B Light, Rafael E Torres, Roger A Edwards

Abstract readLetter
In one paragraph

Article in Advances in simulation (London, England), 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

4 authors.

Farrukh N JafriDepartment of Emergency Medicine, White Plains Hospital, White Plains, NY, USA. fjafri@wphospital.org.ORCID http://orcid.org/0000-0002-3080-6262
Michael B LightDepartment of Emergency Medicine, Rutgers New Jersey Medical School, Newark, NJ, USA.
Rafael E TorresDepartment of Emergency Medicine, White Plains Hospital, White Plains, NY, USA.
Roger A EdwardsMGH Institute of Health Professions, Boston, MA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The simulation community has invested heavily in educational rigour (validated debriefing methods, high-fidelity technology, faculty development), yet evidence linking simulation to sustained clinical improvement remains limited. We propose this gap exists not because simulation is ineffective, but because it is poorly positioned within organisational systems. Drawing on a decade of programmatic experience at a non-academic hospital, including multiple initiatives that did not produce sustained outcomes and subsequent methodological pivots, we argue that simulation achieves sustainable impact only when embedded within quality improvement infrastructure. Using the Donabedian model as a conceptual framework, we demonstrate that process-focused interventions (education, training) without corresponding structural supports (equipment, systems, protocols) produce transient change at best. Integrated approaches, where simulation serves as a quality improvement tool to identify system threats and monitor interventions through Plan-Do-Study-Act cycles and the SAFER-Matrix, produce measurable, sustained improvements. Evidence from in situ programmes across emergency departments and cardiac catheterisation laboratories, multi-site collaboratives, and AI-powered telehealth simulation demonstrates that this integrated approach succeeds where education alone falls short. We have formalised these principles in the Simulation-Quality Integration (SIM-QI) Framework, currently submitted for independent peer review, which provides a practical blueprint for embedding simulation within QI infrastructure. We present actionable implications for simulation educators, institutions, and researchers seeking to bridge the gap between educational excellence and clinical translation.

Indexed as

Donabedian modelIn situ simulationPatient safetyPatient simulationPDSA cyclesQuality improvementTranslational simulation

Identifiers

PMID42458633
PMCPMC13374144

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.