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Nga Than; Leanne Fan; Tina Law; Laura K. Nelson; Leslie McCall – Sociological Methods & Research, 2025
Over the past decade, social scientists have adapted computational methods for qualitative text analysis, with the hope that they can match the accuracy and reliability of hand coding. The emergence of GPT and open-source generative large language models (LLMs) has transformed this process by shifting from programming to engaging with models using…
Descriptors: Artificial Intelligence, Coding, Qualitative Research, Cues
Melanie Nind; Sadhbh O'Dwyer; Marta Cristina Azaola – International Journal of Research & Method in Education, 2025
This article explores the use of the circle as a shape metaphor in qualitative and education research and particularly in research designs. Circles dominate the shape metaphors found in the literature and the paper argues that this is because circles have key features that align well with designing and conducting qualitative research. Circles…
Descriptors: Qualitative Research, Educational Research, Cooperation, Communities of Practice
Corrie Wilder; Shannon Calderone – Impacting Education: Journal on Transforming Professional Practice, 2025
This study explores the integration of generative artificial intelligence (AI) into qualitative research within a higher education context. Through a collaborative self-study, a doctoral candidate and their dissertation supervisor examined the application of Google's Gemini 1.5 to analyze interview data from a dissertation of practice (DiP)…
Descriptors: Technology Integration, Artificial Intelligence, Natural Language Processing, Technology Uses in Education