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Yan Jiang; Lillie Ko-Wong; Ivan Valdovinos Gutierrez – Educational Researcher, 2025
In this essay, we explored the feasibility of utilizing artificial intelligence (AI) for qualitative data analysis in equity-focused research. Specifically, we compare thematic analyses of interview transcripts conducted by human coders with those performed by GPT-3 using a zero-shot chain-of-thought prompting strategy. Our results suggest that…
Descriptors: Artificial Intelligence, Feasibility Studies, Data Analysis, Interviews
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Helen P. Nicholson; Philip J. Shrives – International Journal of Social Research Methodology, 2024
Interaction is a much-claimed attribute of focus group research yet is often deficient in analysis when its essence can become lost. In this paper we aim to develop a flexible framework that can be operationalized and replicated when attempting to encourage and capture interaction. Working as outsider researchers with John Lewis & Partners…
Descriptors: Interaction, Focus Groups, Transcripts (Written Records), Interaction Process Analysis
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Jenkins, Nicholas; Monaghan, Karen; Smith, Michael – International Journal of Social Research Methodology, 2023
Transcription is an integral part of much qualitative data analysis, yet rarely has it received close attention in debates over the use (or non-use) of "computer assisted qualitative data analysis software" (CAQDAS). This article draws upon a mixed-methods study that involved transcribing conversational interviews with carers, third…
Descriptors: Computer Software, Transcripts (Written Records), Data Analysis, Qualitative Research
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Winchatz, Michaela R.; Sprain, Leah; Poutiainen, Saila; Ho, Evelyn Y. – Communication Education, 2023
In this article, we use grounded practical theory to develop a practical theory for using "difficult data" in Language and Social Interaction university classes. "Difficult data" are transcribed, audio/video-recorded data that contain language and ideologies that could be offensive, bigoted, or otherwise disturbing. We provide…
Descriptors: Speech Acts, Student Attitudes, Classroom Communication, Audio Equipment