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Table · dataset · 2026

Data and Supplementary Materials for “From Learning Traces to Adaptive Pedagogy: A Mixed-Methods Study of a Data-Driven Interactive Learning Environment in Secondary Schools”

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<p dir="ltr">This research data package supports the study “From Learning Traces to Adaptive Pedagogy: A Mixed-

Description

Methods

Study of a Data-Driven Interactive Learning Environment in Secondary Schools.” The study employed a sequential explanatory mixed-method design embedded within Participatory Action Research (PAR) to examine the implementation of a Data-Driven Learning System (DDLS) in Indonesian secondary-school settings.</p><p dir="ltr">The package contains de-identified matched pre–post quantitative data from 145 students and 35 teachers/trainers, documentation of the competency instruments and scoring procedures, a de-identified qualitative coding framework, a mixed-method joint display, and documentation of analytical procedures and reproducibility boundaries.</p><p dir="ltr">Student and teacher/trainer datasets contain pseudonymous research identifiers and exclude directly identifying information.

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Raw qualitative records are not publicly distributed because combinations of site and participant roles could permit deductive identification. Individually linked LMS event-level records are also excluded because an identity-safe linkage was not available for the complete matched sample.</p><p dir="ltr">The quantitative data support verification of the within-participant pre–post analyses reported in the associated article.

Because the study used a one-group pre–post design without a control group, the observed changes should not be interpreted as causal treatment effects.</p>

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Provenance · 1 source records, 19 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/337173677 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].anzsrc:field:390306mapping · figshare comvocabulary-mapper@1.0.0keywords['Secondary Education.']
concepts[field].anzsrc:field:390405mapping · figshare comvocabulary-mapper@1.0.0keywords['Educational technology and computing']
concepts[field].anzsrc:field:390408mapping · figshare comvocabulary-mapper@1.0.0keywords['Learning Analytics,']
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