<b>Generative AI Agents in Educational Management: The Persona Effect on Collaborative Rea

A dataset by Ghulam Madni, published on figshare in May 2026. It is a small dataset (30.2 KB) in XLSX format, likely containing data related to the impact of AI agent personas in educational settings. The specific row count, column details, and geographic scope are not provided in the metadata.

Use Cases

• Analyzing correlations between AI persona types and collaborative reasoning outcomes (inferred from domain, verify after download)
• Modeling the relationship between AI-assisted interventions and institutional performance metrics (inferred from domain, verify after download)
• Benchmarking teacher performance data under different AI agent conditions (inferred from domain, verify after download)

Strengths

• Published under the permissive CC-BY-4.0 license.
• File size is 30.2 KB, indicating a focused and potentially quick-to-analyze dataset.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

figshare

Freshness

Last updated 2026-05-09 16:09:03; freshness should be verified.