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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.

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Provenance · 1 source records, 8 field assertions
SourceKeyLast seenRaw
Teesside University Research Data Repositoryoai:data.mendeley.com/d44w35njms.115 h agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:physicsmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
descriptionsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/description
licensesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/rights
publication_datesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
titlesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/title