test Qualitative Inquiry in the era of artificial intelligence: Why and how to keep the practice human?|Homo Virtualis

Qualitative Inquiry in the era of artificial intelligence: Why and how to keep the practice human?


Published: Nov 25, 2025
Keywords:
qualitative research interviewing artificial intelligence transformative research epistemology
Alexios Brailas
https://orcid.org/0000-0002-2016-4438
Ioannis Katerelos
Abstract

How might our research practice, and our very way of knowing, change if, instead of rushing to feed qualitative data into ‘intelligent’ machines for the supposed ever optimal analysis, we returned our attention to the living moment of data production itself, treating it as an embodied, mindful, relational, and transformative act of co-creation, presence, and meaning-making that no algorithm can replicate? In this era of generative Artificial Intelligence (AI), qualitative research is at a crossroads. Large Language Models (LLMs) promise a more objective and efficient way to analyze vast volumes of qualitative data. This may seem like a magical solution for the positivist approach to qualitative inquiry, the so-called small q tradition. Yet, it also presents a dystopian prospect for the more interpretive, relational, culturally situated, and social-constructionist approaches of the big Q tradition. In the latter case, the risk is that the qualitative researcher becomes overshadowed by the machine, with the process losing its relational and generative capacities. This special issue addresses precisely this tension by showcasing a series of undergraduate research projects, demonstrating why it is so important to keep qualitative inquiry, and especially qualitative interviewing, a profoundly human practice. Generative AI is here to stay. The challenge now becomes how to make qualitative inquire even more process-oriented, relational, meaningful, embodied, and transformative, and how to use AI technologies in ways that serve this purpose.

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