AIC-HEF: AI Competency Assessment for Higher Education Faculty

A dataset measuring AI competency among higher education faculty, created by Gaoyu Chen and last updated on 2026-05-26. The data is stored in a 165.3 KB SAV file and is shared under a CC-BY-4.0 license on figshare. The specific number of records and temporal coverage are not detailed in the available metadata.

Use Cases

• Assessing faculty readiness for AI integration in teaching based on competency metrics.
• Benchmarking AI skill levels across different academic departments or institutions.
• Identifying training needs for faculty professional development in AI.
• Correlating AI competency with other demographic or professional factors.

Strengths

• Data is openly licensed under CC-BY-4.0, permitting broad reuse.
• File size of 165.3 KB indicates a focused, manageable dataset for analysis.
• Metadata includes a clear author and precise last update timestamp (2026-05-26).

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare, authored by Gaoyu Chen.

Freshness

Last updated 2026-05-26 03:08:05; freshness should be verified.