Data · dataset · 2026
Suplementary file of Research "Design and Evaluation of Socratic AI-Based Adaptive Scaffolding to Foster Critical Thinking in Secondary Physics Education in Indonesia '
Listed in Teesside University Research Data Repository
This supplementary file presents the final tabulation of the research data used to validate and evaluate the Socratic AI-based adaptive scaffolding system.
Description
It contains expert ratings from two validators across 20 validation items, together with the corresponding item-level Aiken’s V classifications and an overall validity coefficient of 0.90. The file also provides anonymized individual pretest and posttest critical-thinking scores for 135 Grade XI students, comprising 69 students in the experimental group and 66 students in the control group.
These data support transparency, reproducibility, and independent verification of the system-validation and intervention-effectiveness analyses reported in the manuscript.
Links
Where it is published
- DOI doi.org/10.17632/d44w35njms.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Earth & Environmental Science · Physics · Social Science
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/d44w35njms.1 | 15 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:physics | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |