Critical Integration of GenAI in Qualitative Analysis
Year: 2026
Type: article
Abstract: Join us for an exploration of how Generative AI can be strategically integrated into qualitative research workflows. This session introduces the Guided AI Thematic Analysis (GAITA) framework, a structured approach to using AI for coding and theme development while upholding rigorous analytical standards. Participants will then experience a live demonstration of an AI assistant embedded in QualCoder, showcasing how AI can support qualitative data analysis without replacing researcher judgment. Attendees may follow along step by step or observe the workflow in action to gain practical insights and best practices for effectively incorporating AI tools into qualitative research. This demonstration was part of the UC Love Data Week 2026 program (https://uc-love-data-week.github.io)
Author: Curty, Renata Gonçalves
Institution: University of California, Santa Barbara
Language: English
Subfield: Education
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7130580972
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