Teacher Readiness for Generative AI in Safety-Sensitive Higher Education Teaching

De-identified qualitative materials on teacher readiness for generative AI in safety-sensitive higher education contexts. The dataset is a 14.1 KB DOCX file authored by Zhikai Gong and last updated in May 2026. Full raw materials are not publicly shared due to anonymization requirements.

Use Cases

• Analyze qualitative themes on AI readiness based on de-identified teacher materials
• Study ethical considerations for AI in safety-sensitive teaching contexts
• Assess institutional preparedness for generative AI integration in higher education

Strengths

• Dataset is licensed under CC-BY-4.0, allowing for reuse
• Materials are de-identified to address ethical and privacy concerns

Limitations

• Row count is unknown, which may limit suitability assessment
• Column-level documentation is absent; field semantics must be inferred after download
• Full raw qualitative materials are not publicly shared, limiting analysis scope

Provenance

Source

Zhikai Gong via figshare

Collection Method

Likely contains qualitative materials gathered for research on teacher readiness.

Freshness

Last updated 2026-05-09 07:11:56; freshness should be verified