Qualitative data is more than transcripts: it includes pauses, silences, spatial arrangements, and fieldnotes, and researchers must make those materials auditable. The primary keyword "qualitative data" describes this broader set of evidential materials that Sezai Doruk Soyata discusses in the LSE Impact article published on 10 August 2026. This post explains what the LSE piece says, why those non-textual elements matter, and how AI-enabled qualitative research workflows can preserve context while scaling transcription and coding.
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- qualitative data
- what counts as data in qualitative research
- AI qualitative analysis
- fieldnotes as data
- qualitative data definition
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