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Academic Staff AI Literacy Development Through LLM Prompt Training

Drumm, Louise; Sami, Ashkan

Authors



Abstract

A foundation in artificial intelligence (AI) literacy among all academic staff is essential for supporting students’ AI literacy effectively. As tools like ChatGPT increasingly influence academic work, educators need to understand prompt engineering and reconsider assessment designs. However, many lack the necessary training or time to engage with courses, limiting their ability to design assessments that leverage these technologies while maintaining academic integrity. This project investigated the impact of prompt training on university academics’ abilities to craft prompts and redesign assessments within a Scottish university. A two-hour workshop on prompt engineering was conducted for academic staff, during which participants graded AI-generated content before and after they received training. Results indicated a significant improvement in the quality of prompts crafted by participants post-training. Qualitative feedback revealed mixed reactions, highlighting both the potential and limitations of AI in academic settings. The study demonstrated the need for ongoing staff development in AI literacy.

Citation

Drumm, L., & Sami, A. (in press). Academic Staff AI Literacy Development Through LLM Prompt Training. In Effective Practices in AI Literacy Education: Case Studies and Reflections (41-49). Emerald

Deposit Date Oct 4, 2024
Publisher Emerald
Peer Reviewed Peer Reviewed
Pages 41-49
Book Title Effective Practices in AI Literacy Education: Case Studies and Reflections
Chapter Number 5
ISBN 9781836088530
Keywords literacy; training; academics; prompt engineering; assessment; faculty
Contract Date Jun 14, 2024