Claims

Without video review, hands-on activities enhance vocational students' practical skill performance more effectively than virtual simulations

Claim · All claims
Evidence · 1 study · causal r2 · q3
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q3 i? In the absence of video review, the hands-on activity group significantly outperformed the virtual simulation group on circuit fault detection performance (MD = 2.42, p < 0.001). → Zhanyong Qi 2026

Evidence

Zhanyong Qi 2026

Zhanyong Qi, Jiayi Wang, Yue Du, Xinyue Zhang. (2026). The effect of blended learning approaches on vocational school students' practical skills performance and learning behaviors: virtual simulations or hands-on activities while accessing instructional videos. Instructional Science. https://doi.org/10.1007/s11251-026-09793-4

q3 · i? · causal · r2

ANCOVA on post-test skill performance with pre-test as covariate in a randomized 2x2 experiment (130 vocational students). The pairwise contrast showed the hands-on group's "superior performance in detecting circuit faults compared to the virtual simulation group" (MD = 2.42, P < 0.001); no standardized effect size was printed for this contrast.

"Additional analysis indicated that, in the absence of video review, the hands-on activity group demonstrated superior performance in detecting circuit faults compared to the virtual simulation group (MD = 2.42, P < 0.001; see Fig. 6)."

Discussion

Page metadata
Field Value
type claim
id hands-on-beats-virtual-simulation-without-video-review
title Without video review, hands-on activities enhance vocational students' practical skill performance more effectively than virtual simulations
description Without video review, hands-on activities enhance vocational students' practical skill performance more effectively than virtual simulations
status review
evidence_strength moderate
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-18
trust unverified — no one has confirmed this page's content
sources 1 — zhanyong-qi-2026

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