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”
Listed in figshare
<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>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33717367.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Educational technology and computing · Engineering · Humanities · Learning analytics · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Secondary education · Social Science
Provenance · 1 source records, 19 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33717367 | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:390306 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Secondary Education.'] |
| concepts[field].anzsrc:field:390405 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Educational technology and computing'] |
| concepts[field].anzsrc:field:390408 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Learning Analytics,'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |