Large Language Models in Qualitative Engineering Education Research: Technical Methods and Methodological Considerations
Date:
Guest Lecture at ME 397/379M Qualitative Research Methods, University of Texas at Austin (Dr. Maura Borrego), Austin, TX
Return engagement with the fall 2026 cohort of Dr. Borrego’s qualitative research methods course. Examined human vs. machine pattern recognition, current GenAI approaches for qualitative research, researcher positionality, translational challenges, and shifting definitions of “intelligence.” Addressed methodological questions about computational approaches to qualitative work and implications for research practice.