Critical Integration of GenAI in Qualitative Analysis

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)

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-13
DOI
https://doi.org/10.5281/zenodo.18686483
Primary Topic
Qualitative Research Methods and Applications
Type
article
Field-Weighted Citation Impact
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article

Critical Integration of GenAI in Qualitative Analysis

Renata Gonçalves Curty
Zenodo (CERN European Organization for Nuclear Research)
Qualitative Research Methods and Applications
article

Critical Integration of GenAI in Qualitative Analysis

Renata Gonçalves Curty
article en

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)

Zenodo (CERN European Organization for Nuclear Research)
University of California, Santa Barbara (US)
Openalex Percentile: Top 50%
Qualitative Research Methods and Applications
DOIOpen Access PDFOpenAlex
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Critical Integration of GenAI in Qualitative Analysis — Renata Gonçalves Curty · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS