SynthesisJournal of general internal medicine2013
Patient outcomes in simulation-based medical education: a systematic review.
Synthesis in Journal of general internal medicine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 122 papers, 11 of them syntheses that pooled 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.
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.
Who cites it
122 citing papers in PubMed, 11 syntheses or guidelines pooled it.
- Artificial intelligence in urological education: a systematic review.BMC medical education · 2026Pooled it
- Barriers and facilitators to the use of virtual wards: a systematic review of the qualitative evidence.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2025Pooled it
- Effectiveness of Virtual Simulations Versus Mannequins and Real Persons in Medical and Nursing Education: Meta-Analysis and Trial Sequential Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2024Pooled it
- Simulation training in suicide risk assessment and intervention: a systematic review and meta-analysis.Medical education online · 2023Pooled it
- Learning curve of laparoscopic inguinal hernia repair: systematic review, meta-analysis, and meta-regression.Surgical endoscopy · 2023Pooled it
- Role of 3D printing technology in paediatric teaching and training: a systematic review.BMJ paediatrics open · 2021Pooled it
- The impact of surgical simulation on patient outcomes: a systematic review and meta-analysis.Neurosurgical review · 2021Pooled it
- Simulation training in non-cancer palliative care for healthcare workers: a systematic review of controlled studies.BMJ simulation & technology enhanced learning · 2021Pooled it
- In situ simulation and its effects on patient outcomes: a systematic review.BMJ simulation & technology enhanced learning · 2020Pooled it
- Pooled it
- Abdominal POCUS Education for Clinicians: A Systematic Review of Teaching Methods for Point-of-Care Abdominal Ultrasonography.Journal of clinical ultrasound : JCUPooled it
- Effect of flipped classroom to anesthesia crisis management simulation education: a quasi-experimental study.BMC medical education · 2025Trial
- Simulator training in focus assessed transthoracic echocardiography (FATE) for undergraduate medical students: results from the FateSim randomized controlled trial.BMC medical education · 2025Trial
- Teaching medical students ultrasound-guided needle aspiration of synthetic cysts: effect of a formalin-embalmed cadaver simulation model.BMC medical education · 2024Trial
- Pragmatic trial evaluating the impact of simulation training on high-risk prescribing to older adults by junior physicians.Journal of the American Geriatrics Society · 2024Trial
- Comparison of multimodal active learning and single-modality procedural simulation for central venous catheter insertion for incoming residents in anesthesiology: a prospective and randomized study.BMC medical education · 2022Trial
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- Simulation Improves Procedural Protocol Adherence During Central Venous Catheter Placement: A Randomized Controlled Trial.Simulation in healthcare : journal of the Society for Simulation in Healthcare · 2015Trial
62 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesEvaluating the patient impact of health professions education is a societal priority with many challenges. Researchers would benefit from a summary of topics studied and potential methodological problems. We sought to summarize key information on patient outcomes identified in a comprehensive systematic review of simulation-based instruction. DATA SOURCES: Systematic search of MEDLINE, EMBASE, CINAHL, PsychINFO, Scopus, key journals, and bibliographies of previous reviews through May 2011. STUDY ELIGIBILITY: Original research in any language measuring the direct effects on patients of simulation-based instruction for health professionals, in comparison with no intervention or other instruction. APPRAISAL AND SYNTHESIS: Two reviewers independently abstracted information on learners, topics, study quality including unit of analysis, and validity evidence. We pooled outcomes using random effects.
resultsFrom 10,903 articles screened, we identified 50 studies reporting patient outcomes for at least 3,221 trainees and 16,742 patients. Clinical topics included airway management (14 studies), gastrointestinal endoscopy (12), and central venous catheter insertion (8). There were 31 studies involving postgraduate physicians and seven studies each involving practicing physicians, nurses, and emergency medicine technicians. Fourteen studies (28 %) used an appropriate unit of analysis. Measurement validity was supported in seven studies reporting content evidence, three reporting internal structure, and three reporting relations with other variables. The pooled Hedges' g effect size for 33 comparisons with no intervention was 0.47 (95 % confidence interval [CI], 0.31-0.63); and for nine comparisons with non-simulation instruction, it was 0.36 (95 % CI, -0.06 to 0.78). LIMITATIONS: Focused field in education; high inconsistency (I(2) > 50 % in most analyses).
conclusionsSimulation-based education was associated with small-moderate patient benefits in comparison with no intervention and non-simulation instruction, although the latter did not reach statistical significance. Unit of analysis errors were common, and validity evidence was infrequently reported.
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Registered trials
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.