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Cited by 709

The DOI matches its Crossref record; 199 of the 199 references it cites were found in a registry or an index.

Comparative effectiveness of instructional design features in simulation-based education: Systematic review and meta-analysis

Open access
Cook, David A., Hamstra, Stanley J., Brydges, Ryan, Zendejas, Benjamin, Szostek, Jason H., Wang, Amy T., Erwin, Patricia J., Hatala, Rose·2013·Medical Teacher

Abstract

BACKGROUND: Although technology-enhanced simulation is increasingly used in health professions education, features of effective simulation-based instructional design remain uncertain. AIMS: Evaluate the effectiveness of instructional design features through a systematic review of studies comparing different simulation-based interventions. METHODS: We systematically searched MEDLINE, EMBASE, CINAHL, ERIC, PsycINFO, Scopus, key journals, and previous review bibliographies through May 2011. We included original research studies that compared one simulation intervention with another and involved health professions learners. Working in duplicate, we evaluated study quality and abstracted information on learners, outcomes, and instructional design features. We pooled results using random effects meta-analysis. RESULTS: From a pool of 10,903 articles we identified 289 eligible studies enrolling 18,971 trainees, including 208 randomized trials. Inconsistency was usually large (I2 > 50%). For skills outcomes, pooled effect sizes (positive numbers favoring the instructional design feature) were 0.68 for range of difficulty (20 studies; p < 0.001), 0.68 for repetitive practice (7 studies; p = 0.06), 0.66 for distributed practice (6 studies; p = 0.03), 0.65 for interactivity (89 studies; p < 0.001), 0.62 for multiple learning strategies (70 studies; p < 0.001), 0.52 for individualized learning (59 studies; p < 0.001), 0.45 for mastery learning (3 studies; p = 0.57), 0.44 for feedback (80 studies; p < 0.001), 0.34 for longer time (23 studies; p = 0.005), 0.20 for clinical variation (16 studies; p = 0.24), and -0.22 for group training (8 studies; p = 0.09). CONCLUSIONS: These results confirm quantitatively the effectiveness of several instructional design features in simulation-based education.

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Metadata

Authors
Cook, D. A., Hamstra, S. J., Brydges, R., Zendejas, B., Szostek, J. H., Wang, A. T., Erwin, P. J., & Hatala, R.
Venue
Medical Teacher
Published
2012-09-03
Volume
35
Issue
1
Pages
e867-e898
ISSN
  • 0142-159X (ISSN-L)
  • 1466-187X
OpenAlex
W2140246832
Cited by
709
References
199
FWCI
3.91
Type
journal article
Language
en
Open access
bronze

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CoChat. (2026). Citation check: Comparative effectiveness of instructional design features in simulation-based education: Systematic review and meta-analysis. https://app.cochat.ai/papers/10.3109/0142159x.2012.714886
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Cook, D. A., Hamstra, S. J., Brydges, R., Zendejas, B., Szostek, J. H., Wang, A. T., Erwin, P. J., & Hatala, R. (2013). Comparative effectiveness of instructional design features in simulation-based education: Systematic review and meta-analysis. Medical Teacher. https://doi.org/10.3109/0142159x.2012.714886

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