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#qualitative-research News & Analysis

2 articles tagged with #qualitative-research. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv โ€“ CS AI ยท Apr 74/10
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Affording Process Auditability with QualAnalyzer: An Atomistic LLM Analysis Tool for Qualitative Research

Researchers have developed QualAnalyzer, an open-source Chrome extension that makes AI-assisted qualitative research more transparent by preserving detailed audit trails of LLM analysis processes. The tool processes data segments independently and maintains records of prompts, inputs, and outputs to enable systematic comparison between AI and human judgments.

AINeutralarXiv โ€“ CS AI ยท Mar 94/10
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Exploring Human-in-the-Loop Themes in AI Application Development: An Empirical Thematic Analysis

Researchers conducted a qualitative study analyzing Human-in-the-Loop (HITL) themes in AI application development through diary studies and expert interviews. The study identified four key themes around AI governance, iterative refinement, system lifecycle constraints, and human-AI collaboration to guide future HITL framework design.