Grounded-Theory

Your Transcript Is Already an Interpretation: AI Transcription and Grounded Theory

aTrain and noScribe can run locally and reduce data-transfer exposure in tools that can genuinely save hours of work in qualitative interview research. They also make methodological decisions on your behalf without telling you. If you do grounded theory, you need to know which decisions those are.

They Told Me Not to Use Design Thinking. They Were Right.

I treated a design workflow as though it were a complete research methodology. Grounded-theory techniques would have made my analysis of unexpected student responses more systematic. That is a postmortem of this thesis, not a universal verdict against design-based research.