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#qualitative-research News & Analysis

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

5 articles
AINeutralarXiv – CS AI · Jun 236/10
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AInterviewer: A Platform for Designing and Conducting AI-led Qualitative Interviews

Researchers introduce AInterviewer, an open-source platform that combines large language models with traditional survey software to conduct automated qualitative interviews while maintaining data security and reproducibility. Unlike proprietary solutions, the system runs on locally hosted models and enforces standardized question administration, addressing concerns about privacy and scientific rigor in AI-driven research.

AINeutralarXiv – CS AI · May 285/10
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LLM-assisted sentiment analysis for integrated computational and qualitative mixed methods education research: A case study of students' written reflection assignments

Researchers demonstrate how large language models can assist in analyzing student written reflections for mixed-methods education research, combining computational sentiment analysis with qualitative thematic analysis. The study of 151 study-abroad students reveals that prior international living experience significantly impacts sentiment toward language learning, suggesting LLM-assisted workflows enable efficient multi-variable demographic comparisons in qualitative research.

AINeutralarXiv – CS AI · 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.