Agentic AI in Education: Reproducibility and Transparency Package for a Systematic Review, Multilevel Meta-Analysis, and Configurational Synthesis of Learning and Human Agency
Description
This repository provides a versioned reconstruction and transparency package accompanying the systematic review, multilevel meta-analysis, qualitative synthesis, profile analysis, and fuzzy-set qualitative comparative analysis reported in Agentic AI in Education: A Systematic Review, Multilevel Meta-Analysis, and Configurational Synthesis of Learning and Human Agency. It consolidates the review information recoverable from the submitted manuscript and supplementary appendix, including protocol-history documentation, search strategies and aggregate retrieval records, screening and linkage accounting, study and outcome summaries, coding and risk-of-bias summaries, qualitative synthesis records, reported meta-analytic and robustness results, profile and configurational summaries, figure-reconstruction code, and software-environment documentation. Files explicitly identified as reconstructions are retrospective records and are not represented as recovered contemporaneous logs, original row-level extraction data, or fitted analytical objects. Copyright-protected source articles and restricted source text are not redistributed.
Files
Steps to reproduce
Start with the README in the 00_README folder, which explains the repository structure and evidential status of each research object. Review the protocol-history and search-provenance documentation before proceeding through the screening, linkage, study, effect, coding, risk-of-bias, qualitative, meta-analytic, robustness, profile, and configurational materials in folders 01–09. The executable script in 10_reporting reconstructs the reported aggregate profile scatterplot, pooled-effect forest plot, and robustness-range display from the numerical values documented in the repository. Software and environment information is provided in 11_environment, and SHA256SUMS.txt in 00_README permits file-integrity verification. Files explicitly labeled reconstruction reproduce information documented in the submitted manuscript and supplementary appendix; they are not represented as recovered contemporaneous source records, original row-level datasets, fitted model objects, or a substitute for those records.
Institutions
- Imam Mohammad ibn Saud Islamic UniversityRiyadh Region, Riyadh