GenAI-supported writing instruction yields a statistically significant positive pooled effect on L2/EFL writing performance (g = 0.80) with very high heterogeneity¶
Claim · All claims
Evidence · 1 study (2 entries) · quant-synthesisr3·q3·i3large
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 i3 Across 11 study-level effects, GenAI-enhanced writing instruction shows a statistically significant pooled advantage over comparison conditions (g = 0.80, 95% CI [0.37, 1.22]), with substantial between-study heterogeneity (I2 = 92.21%). → 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 · i3 · quant-synthesis · r3
Random-effects (DerSimonian–Laird) meta-analysis of 11 study-level Hedges' g effects from the expanded main synthesis, prioritizing between-group post-test overall writing outcomes. The pooled effect was "a statistically significant pooled effect of g = 0.80" with substantial heterogeneity (I2 = 92.21%, τ2 = 0.456).
"The primary random-effects meta-analysis (DerSimonian–Laird) in Table 2 yielded a statistically significant pooled effect of g = 0.80, 95% CI [0.37, 1.22], indicating a large overall advantage for AI-enhanced instructional conditions."
Mark Feng Teng 2026 (2)¶
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
Within the same 11-study synthesis, one graduate-level study (Ding et al., 2025, Hong Kong, N = 77) reported "a statistically significant negative effect ( g = −0.57, 95% CI [−1.03, −0.11])", the only negative effect among the included studies.
"One graduate-level study reported a statistically significant negative effect ( g = −0.57, 95% CI [−1.03, −0.11])."
Discussion¶
Related Claims¶
- Effect sizes across GenAI studies are highly heterogeneous, requiring random-effects pooling — related
- Effect sizes across the included studies were highly heterogeneous (I2 = 97.30%), requiring a random effects model — related
- Sample size category (21–40 vs. >40 participants) does not significantly moderate GenAI writing effects — related
- GenAI effects on externally assessed learning are highly heterogeneous and conditional on prior knowledge, scaffolding, verification, and task design, with pooled effects unstable under publication-bias correction — related
- Emerging technologies show a small-to-moderate positive overall effect on TEFL outcomes (g = 0.38, corrected to 0.28 for publication bias) — related
- GenAI-assisted education produces significantly higher academic achievement than non-GenAI-assisted approaches (g = 0.40) — related
- Technology effects on TEFL outcomes trend upward across educational levels (primary g = 0.29, secondary g = 0.35, tertiary g = 0.44), though between-level differences are not statistically significant — related
- Gen-AI has a moderate positive overall effect on students' higher-order thinking (g = 0.609) across 29 experimental and quasi-experimental studies — related
- ICT-supported writing interventions targeting higher-level writing processes show a large overall positive effect on students' writing quality (g = 1.264) — related
- Effect sizes for gender differences in L2 achievement are highly heterogeneous across studies (I² = 89.82%) — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
genai-writing-instruction-pooled-effect-g-080 |
title |
GenAI-supported writing instruction yields a statistically significant positive pooled effect on L2/EFL writing performance (g = 0.80) with very high heterogeneity |
description |
GenAI-supported writing instruction yields a statistically significant positive pooled effect on L2/EFL writing performance (g = 0.80) with very high heterogeneity |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
2 — mark-feng-teng-2026, mark-feng-teng-2026-2 |
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