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Updated: Nov 7, 2025

Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
Published on: September 27, 2020
Different pedagogies for acquisition of knowledge and skill: a systematic review and network meta-analysis
Hong-Jie Jhou1,2, Liang-Jun Ou-Yang3, Ming-Hsun Lin4
1Department of Neurology, Changhua Christian Hospital, Changhua, Taiwan.
Background:
This network meta-analysis aimed to assess the efficacy of different educational methods for healthcare professionals.
Methods:
A systematic literature search was conducted to identify relevant randomised controlled trials. The standardised mean difference (SMD) with 95% CI was estimated using network meta-analysis for knowledge acquisition and skill performance, and ranked the effects of different educational methods using the surface under the cumulative ranking area (SCURA) technique.
Results:
Fifty-five randomised controlled trials including of 4292 participants were identified. Compared with no intervention, the results demonstrated all education methods achieved significant improvements in knowledge acquisition (SMD 1.73-2.66). Only education methods involving high fidelity virtual patient simulation reported significantly better skill performance (SMD 1.25-1.81). High fidelity virtual patient simulation plus self-directed learning was the most effective educational method both in terms of knowledge acquisition (SMD 2.66, 95% CI 1.4 to 4.12, SCURA 0.78) and skill performance (SMD 1.81, 95% CI 0.42 to 3.2, SCURA 0.89).
Conclusions:
Our study demonstrates all educational methods have positive effects on knowledge acquisition, but education methods involving high fidelity virtual patient simulation are better at improving skill performance than other methods.
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