AWE tools such as Grammarly, Quillbot and DeepL Write significantly improve writing precision, fluency and grammatical proficiency through immediate and customized feedback¶
Claim · All claims
Evidence · 1 study · reviewr?·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? A systematic review of 50 empirical studies (2019–2024) finds that AWE tools significantly improve writing precision, fluency and grammatical proficiency via immediate and customized feedback. → Gres 2026
Evidence¶
Gres 2026¶
Gres, E., Riyanti, D., & Yuliana, Y. G. S. (2026). AI-POWERED FEEDBACK SYSTEM FOR WRITING: A REVIEW OF AUTOMATED WRITING EVALUATION (AWE) TOOLS. Wiralodra English Journal, 10(2), 1–13. https://doi.org/10.31943/wej.v10i2.572
q3 · i? · review · r?
Systematic literature review synthesizing 50 empirical studies published 2019–2024, selected via database searches, defined inclusion criteria and thematic analysis. The review reports that AWE tools "significantly improve the writing precision, fluency and grammatical proficiency through immediate and customized feedback." No pooled effect size is printed.
"The findings indicate that Automated Writing Evaluation (AWE) tools such as Grammarly, Quillbot and DeepL Write significantly improve the writing precision, fluency and grammatical proficiency through immediate and customized feedback."
Discussion¶
Learner Variables¶
- Writing Skills — outcome: instruction changes it
Related Claims¶
- A review of 50 studies reports that AWE tools can improve the organization and overall quality of writing and encourage self-directed learning — related
- Overreliance on AWE may lower learners' critical thinking and creativity — related
- Empirical gains from AI tools in Arab EL2 classrooms are most consistent for surface-level outcomes, while higher-order writing quality and speaking proficiency show mixed results contingent on teacher mediation — related
- AWE feedback has limited depth and questionable accuracy for evaluating complex writing aspects — related
- EFL students perceive AI-generated writing feedback as a competent source that improves vocabulary, grammar, structure, coherence, and values its immediacy — a narrower finding that bears on this claim
- Customized AI writing systems show benefits in writing quality, learning processes, assessment reliability, and feedback literacy — related
- Customized AI agents generate feedback with higher accuracy and specificity than general-purpose agents in self-directed instructional design tasks — a narrower finding that bears on this claim
- Overreliance on AI is the most prevalent pedagogical limitation (27 studies, 50%), followed by reduced critical thinking (25 studies, 46%) — related
- Persistent challenges include feedback inaccuracy, learner overreliance, and limited transparency — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
awe-improve-precision-fluency-grammatical-proficiency |
title |
AWE tools such as Grammarly, Quillbot and DeepL Write significantly improve writing precision, fluency and grammatical proficiency through immediate and customized feedback |
description |
AWE tools such as Grammarly, Quillbot and DeepL Write significantly improve writing precision, fluency and grammatical proficiency through immediate and customized feedback |
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 |
1 — gres-2026 |
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