A Framework For Discussing LLMs as Tools for Qualitative Analysis. arxiv.org/abs/2407.11198

19/24 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹 𝗳𝗼𝗿 𝗤𝘂𝗮𝗹𝗶𝘁𝗮𝘁𝗶𝘃𝗲 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 -- 𝗔 𝗦𝘆𝘀𝘁𝗲𝗺𝗮𝘁𝗶𝗰 𝗠𝗮𝗽𝗽𝗶𝗻𝗴 𝗦𝘁𝘂𝗱𝘆 This paper systematically reviews the use of Large Language Models (LLMs) for automating and enhancing qualitative analysis in fields like healthcare and education. The study maps LLM applications, configurations, methodologies, and evaluation metrics, finding diverse uses but also challenges like prompt engineering reliance and occasional inaccuracies. It highlights opportunities for integrating LLMs with human expertise, improving model robustness, and refining evaluation methods. #LLM #QualitativeAnalysis #Automation #AIinResearch #GenerativeAI Paper Link: arxiv.org/abs/2411.14473

🧵 Can LLMs replace human coders for qualitative analysis? We tested this on university statements after George Floyd's murder. Here's what we found (surprising results!) 1/13

ChatGPT in thematic analysis: Can AI become a research assistant in qualitative research? Full PDF at doi.org/10.1007/s11135-025-0…

Reflections on Inductive Thematic Saturation as a potential metric for measuring the validity of an inductive Thematic Analysis with LLMs. arxiv.org/abs/2401.03239

Automating Thematic Analysis: How LLMs Analyse Controversial Topics. arxiv.org/abs/2405.06919

#SocArXiv: Evaluating the Potential of LLMs for Thematic Analysis in Czech History Curricula osf.io/dtj6h/

You're dead right we're analyzing coroner reports #WithWolfram. Read our latest blog "Using AI for Thematic Analysis: Analyzing Coroner Reports with LLMs": blog.wolfram.com/2025/01/21/…

An LLM-Enhanced Thematic Analysis Pipeline for Transcripts from Parents of Children with ... researchgate.net/publication… #LLMs

TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews. arxiv.org/abs/2503.20666

Can #AI help with #qualitative data analysis? Absolutely! but it's complicated. This article discusses promises, pitfalls, and a variety of approaches. pubmed.ncbi.nlm.nih.gov/4056… #CAQDAS #QDA #MedEduc #LLMs

What does “Open Research” mean for qualitative research? ⁉️ ow.ly/skNO50WijUK

🧠📊 Can grounded theory scale? A new article introduces a human-in-the-loop computational grounded theory framework for big qualitative data. #BigData #QualitativeMethods #GroundedTheory 🔗 doi.org/10.1177/205395172412…

Learn how to use AI tools for qualitative data analysis on NCRM's new online course. The one-day course will be delivered three times next month, on 4, 10 and 23 July 2025. Read more and register: ncrm.ac.uk/training/show.php…

Kylie you’ll probably like my newest FAccT paper! We ran qualitative interviews with people with Elevenlabs and Speechify AI systems and found a bunch of really interesting things: arxiv.org/abs/2504.09346

📃 Article: "Enhancing qualitative research through virtual focus groups and artificial intelligence: A review." Olawade DB, et al. Int J Med Inform 2025 🔗pubmed.ncbi.nlm.nih.gov/4048…

New Publication from TQR Board Member Kien Nguyen – Nguyen-Trung, K. ChatGPT in thematic analysis: Can AI become a research assistant in qualitative research?. Qual Quant (2025). doi.org/10.1007/s11135-025-0…  link.springer.com/article/10… #tqr #research #qualitative #qual #thequalreport

Claves para incorporar la IA en tu investigación cualitativa. Conferencia invitada por la Univeridad Vasco de Quiroga. youtu.be/sxOClm-eoPI?feature…

I can but I’ll need a string of five tweets to do it! There are 4 steps to the breadth-and-depth method of data analysis, moving from breadth in steps 1 2, into depth in steps 3 4. But it’s an iterative process. We use an archaeological metaphor to explain the steps. 1/5

Evaluating ChatGPT in Qualitative Thematic Analysis With Human Researchers in the Japanese Clinical Context and Its Cultural Interpretation Challenges: Comparative Qualitative Study jmir.org/2025/1/e71521 #質的研究 #ChatGPT #日本語データ #医療AI #JMedInternetRes #文化的解釈 #AIと医療研究