After playing Factory Craft, middle school students showed no statistically significant overall gain in computational thinking competency¶
Claim · All claims
Evidence · 1 study · causalr1·q2
Currency · newest study 2024 · 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.
q2 i? Overall CT competency scores did not change significantly from pretest to posttest after gameplay. → Yanjun Pan 2024
Evidence¶
Yanjun Pan 2024¶
Yanjun Pan, Elizabeth L. Adams, Leanne R. Ketterlin-Geller, Eric C. Larson, Corey Clark. (2024). Enhancing middle school students' computational thinking competency through game-based learning. Education Tech Research Dev. https://doi.org/10.1007/s11423-024-10400-x
q2 · i? · causal · r1
One-group pretest-posttest study of 31 middle school students in a summer camp; CT competency measured with NAEP-released items aligned to CSTA standards. The Wilcoxon Signed-Rank test found the overall difference "not statistically significant, z = -1.59, p = .111"; medians rose from 17.0 to 19.0 descriptively.
"The overall difference in students' computational thinking competency was not statistically significant, z = -1.59, p = .111. The median CT score was 17.0 in the pretest and 19.0 in the posttest."
Discussion¶
Related Claims¶
- The systematically designed learning environment did not produce a significantly greater pretest–posttest improvement in domain-general CT than regular instruction — reports the opposite
- AI-supported PBL students reported higher computational thinking on a self-report scale than traditional-lecture students, controlling for pretest scores — related
- Students who played iThinkSmart VR mini games gained higher CT cognitive benefits than students learning through the traditional lecture method — related
- Girls in the online E-5C-guided clubs showed significant pretest-to-posttest gains in creativity, critical thinking, and overall computational thinking, but not in algorithmic thinking, cooperativity, or problem solving — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
gbl-no-overall-ct-competency-gain |
title |
After playing Factory Craft, middle school students showed no statistically significant overall gain in computational thinking competency |
description |
After playing Factory Craft, middle school students showed no statistically significant overall gain in computational thinking competency |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2024 |
generated |
by process:wiki-ingest on 2026-10-29 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — yanjun-pan-2024 |
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