Replication Package: AI-Based Financial Education Strategies for High-Uncertainty Environments — PRISMA Screening and Extraction Data (n=33)

PRISMA 2020 screening and data-extraction package supporting the systematic review "AI-Based Financial Education Strategies for High-Uncertainty Environments: A Systematic Review of Models, Outcomes, and Research Gaps" (33 studies, verified via Web of Science and Scopus, searched 13 July 2026). Contents:- PRISMA screening/extraction working file: full list of 33 included studies with AI method, population/context, high-uncertainty coding, and functional-family classification (six categories).- PRISMA 2020 flow diagram (final, verified corpus).- Post-hoc exclusions log: three records removed during full-text verification, with documented reasons. Corpus finalized 28 July 2026. Literature currency re-checked (Web of Science, Scopus) 11 August 2026.