Sample size category (21–40 vs. >40 participants) does not significantly moderate GenAI writing effects¶
Claim · All claims
Evidence · 1 study · quant-synthesisr3·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? Sample size category (21–40 vs. >40 participants) did not significantly moderate effect size (QB = 0.50, p = 0.479), although both subgroups showed positive pooled effects. → Mark Feng Teng 2026
Evidence¶
Mark Feng Teng 2026¶
Mark Feng Teng. (2026). Effectiveness of GenAI in enhancing writing performance: a meta-analysis. Asian-Pacific Journal of Second and Foreign Language Education. https://doi.org/10.1186/s40862-026-00444-2
q3 · i? · quant-synthesis · r3
Subgroup moderator analysis in the expanded main synthesis (k = 11). The article reports that "sample size category (21–40 vs. >40 participants) did not significantly moderate effect size", with both subgroups showing positive pooled effects; Table 6 also shows total sample size non-significant in meta-regression (p = 0.171).
"sample size category (21–40 vs. >40 participants) did not significantly moderate effect size (QB = 0.50, p = 0.479), although both subgroups showed positive pooled effects."
Discussion¶
Related Claims¶
- GenAI-supported writing instruction yields a statistically significant positive pooled effect on L2/EFL writing performance (g = 0.80) with very high heterogeneity — related
- GAI-related and GAI-unrelated AI tools show no significant difference in their moderating effects on K-12 STEM learning outcomes — related
- Sample characteristics (immigrant/minority status, L2 status, age) show no significant moderator effects, and several program and delivery features are also nonsignificant — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
sample-size-nonsignificant-moderator-genai-writing |
title |
Sample size category (21–40 vs. >40 participants) does not significantly moderate GenAI writing effects |
description |
Sample size category (21–40 vs. |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — mark-feng-teng-2026 |
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