Discipline significantly moderates the effects of educational robotics on STEM learning, with larger effects in technology and cross-disciplinary contexts than in science and mathematics¶
Claim · All claims
Evidence · 1 study · quant-synthesisr2·q3
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.
q3 i? Discipline was the only moderator significantly associated with effect-size variability (F(3, 25) = 3.9205, p < 0.05); technology showed g = 0.947 and cross-disciplinary g = 0.414, while mathematics (g = 0.376) and science (g = −0.613) were not significant. → Fan Ouyang and Weiqi Xu 2024
Evidence¶
Fan Ouyang and Weiqi Xu 2024¶
Fan Ouyang and Weiqi Xu. (2024). The effects of educational robotics in STEM education: a multilevel meta-analysis. International Journal of STEM Education. https://doi.org/10.1186/s40594-024-00469-4
q3 · i? · quant-synthesis · r2
Omnibus moderator analysis across 30 effect sizes in the multilevel model. Discipline was significant; subgroup estimates showed technology at g = 0.947 (p < 0.01) and cross-disciplinary at g = 0.414 (p < 0.05), versus non-significant mathematics (g = 0.376) and negative science (g = −0.613). Engineering was excluded for fewer than three effect sizes.
"Significant difference was detected between the weighted effect sizes of different disciplines (F(3, 25) = 3.9205, p < 0.05), which indicated that discipline significantly moderated the effects of educational robotics on STEM learning."
Discussion¶
Related Claims¶
- Educational level, instructor support, instructional strategy, interactive type, intervention duration, robotic type, and control group condition were not significant moderators of robotics effects — related
- Educational robotics has a moderate positive overall effect on K-16 students' STEM learning compared to non-robotics instruction — related
- Educational robotics has a moderate-to-large effect on students' STEM learning performance — related
- Educational robotics shows no significant effect on students' computational thinking in STEM education — related
- Pedagogical tool significantly moderates the CT gender gap, with programming and robots associated with male-favoring gaps and other tools (e.g., web-based) showing a negative significant effect — related
- Educational robotics has a moderate effect on students' STEM learning attitudes — related
- Differences in AI-supported instruction effects across STEM disciplines are not statistically significant — reports the opposite
- Science-related subject areas (mathematics, science, medical science) show larger effects than programming technology and other fields — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
discipline-moderates-robotics-stem-effects |
title |
Discipline significantly moderates the effects of educational robotics on STEM learning, with larger effects in technology and cross-disciplinary contexts than in science and mathematics |
description |
Discipline significantly moderates the effects of educational robotics on STEM learning, with larger effects in technology and cross-disciplinary contexts than in science and mathematics |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2024 |
generated |
by process:wiki-ingest on 2026-10-15 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — fan-ouyang-and-weiqi-xu-2024 |
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