Intervention duration does not significantly predict GenAI writing effect sizes, which the authors attribute to limited temporal diversity in the evidence base¶
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? Intervention duration in weeks did not significantly predict effect size (β = 0.05, p = 0.430) and explained virtually none of the between-study variance (Pseudo R2 = 0.00). → 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
Robust meta-regression with HC3 standard errors (k = 9 non-missing for duration). The article reports duration was not significant and "explained virtually none of the between-study variance", noting most studies clustered in short to mid-term windows, restricting the range needed to test temporal moderation.
"Intervention duration did not significantly predict effect size in the robust meta-regression model (β = 0.05, p = 0.430), and duration explained virtually none of the between-study variance (Pseudo R 2 = 0.00)."
Discussion¶
Related Claims¶
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Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
duration-nonsignificant-moderator-genai-writing |
title |
Intervention duration does not significantly predict GenAI writing effect sizes, which the authors attribute to limited temporal diversity in the evidence base |
description |
Intervention duration does not significantly predict GenAI writing effect sizes, which the authors attribute to limited temporal diversity in the evidence base |
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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