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To Vibe Research or Not to Vibe Research? Generative AI in Qualitative Research

arXiv 2605.00922 ↗First posted 30 Apr 2026cs.SE cs.AIcited by 0

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Abstract (arXiv)

There has been intense debate among qualitative researchers about whether generative AI is suitable for qualitative research. In this paper, we summarize the broader ongoing discussion of generative AI in qualitative research and its implications for software engineering researchers. The qualitative research approach, small-q (positivist or post-positivist) or Big Q (non-positivist), is among the major criteria for determining whether generative AI can be used in qualitative research. In addition to research philosophy and research approach, skills, ethics, and personal preferences also play a role in researchers' decisions about whether to use AI in qualitative research.

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References · 3

  1. 2024Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineeringcited by 8
  2. 2017Qualitative software engineering research -- reflections and guidelinescited by 4
  3. 2025Qualitative Research Methods in Software Engineering: Past, Present, and Futurecited by 2

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