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AI-Enhanced Qualitative Research: Insights from Adele Clarke’s Situational Analysis of TED Talks
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Journal Article
AI-Enhanced Qualitative Research: Insights from Adele Clarke’s Situational Analysis of TED Talks
2024
Overview
This study explores the integration of ChatGPT-4 into the qualitative research process, focusing on the methodology of Situational Analysis by Adele Clarke and analysing TED Talks transcripts. Findings show ChatGPT's ability to process data quickly in initial coding, formulating broader categories reflecting Clarke's complexity of “situation,” recognising human and non-human elements, discourses, debates, and issues, temporal and spatial. In analysing data for different map types (situational, social worlds and arenas, positional), ChatGPT-4 “understands” their different analytical purposes, recognising different levels of abstraction and theoretical structuring. The research highlighted the challenges for generative AI in translating complex theoretical frameworks into situational maps and visual representations and underlined the importance of effective prompting strategies. Also, the study identified several roles for generative AI in qualitative research, including co-analyst, consultant and trainer, highlighting the central role of human researchers in decision making and interpretation.
Publisher
Nova Southeastern University, Inc,The Qualitative Report
Subject
