Constarium
← Search

Table · dataset · 2026

Supplementary file 1_The cumulative effects of AI-generated feedback on syntactic development in high school EFL writers: a longitudinal quasi-experimental study.docx

Listed in figshare

Description

Introduction<p>While AI-generated writing feedback research has flourished, most studies prioritizeholistic quality over syntactic competence and rely on static pre-post comparisons, neglecting dynamic multi-round evolution.</p>Methods<p>This 35-week quasi-experiment examined cumulative associations between exposure to supplementary AI-generated feedback components and syntactic development among 69 Chinese high school EFL learners (Group A: n = 33 receiving automated AI scoring, official model compositions, and supplementary AI-generated feedback components; Group B: n = 36 receiving automated AI scoring and official model compositions).

Piecewise regression, cognitive load scales, and qualitative triangulation were used across 10 timed continuation tasks.</p>Results<p>The study described non-linear trajectories: an initial adaptation decline followed by faster gains. Among the 10 target error types, only Part-of-Speech errors showed a statistically significant reduction after FDR correction; other error categories exhibited only suggestive trends that did not remain robust after multiple comparison adjustment.

Read the rest (1 more)

Mixed-methods analysis described a hypothesized cognitive load pattern in which extraneous load diminished yet germane processing diverged contingent on learner strategy, with passive offloading coinciding with an illusion of competence. Four revision strategies emerged.</p>Discussion<p>The findings are consistent with a conditional pathway within the CLT-SAT framework as an interpretive lens and suggest the potential of a phased Human-in-the-Loop model for contexts where supplementary AI-generated feedback is provided, one that scaffolds autonomy while guarding against passive offloading.</p>

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Longitudinal study 65%
Provenance · 1 source records, 19 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/338715799 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · figshare comconnector:figshare_com@1.0.0
concepts[field].anzsrc:group:5201mapping · figshare comvocabulary-mapper@1.0.0keywords['Applied Psychology']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[method].local:method:longitudinal-studyenrichment · figshare comkeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · figshare comconnector:figshare_com@1.0.0/metadata/dc/description
licensesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/rights
publication_datesource · figshare comconnector:figshare_com@1.0.0
titlesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/title