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From Words to Themes: AI-Powered Qualitative Data Coding and Analysis · Study

WorkFrom Words to Themes: AI-Powered Qualitative Data Coding and Analysis

Grzegorz Bryda2024

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Workgreen2024

From Words to Themes: AI-Powered Qualitative Data Coding and Analysis

Grzegorz Bryda · Damian Sadowski

37 citations·0/0 files stored·Lecture notes in networks and systems

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Computational and Text Analysis Methods Qualitative Research Methods and Applications Data Analysis and Archiving

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References

2006Using thematic analysis in psychology 2019Reflecting on reflexive thematic analysis 2006Demonstrating Rigor Using Thematic Analysis: A Hybrid Approach of Inductive and Deductive Coding and Theme Development 1990Basic Content Analysis 2023A Step-by-Step Process of Thematic Analysis to Develop a Conceptual Model in Qualitative Research 1995Models of Narrative Analysis: A Typology 2017Computational Grounded Theory: A Methodological Framework 2018Analyzing Qualitative Data

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2025Generative AI for thematic analysis in a maternal health study: coding semistructured interviews using large language models 2024Generative AI for Thematic Analysis in a Maternal Health Study: Coding Semi-structured Interviews using Large Language Models (LLMs)2025LLM-Assisted Automated Deductive Coding of Dialogue Data: Leveraging Dialogue-Specific Characteristics to Enhance Contextual Understanding 2025Automatic Deductive Coding in Discourse Analysis: An Application of Large Language Models in Learning Analytics 2025AI-Assisted Qualitative Coding: Comparing Human to Machine Outputs

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Details

Year2024

Typeother

Published2024-01-01

VenueLecture notes in networks and systems

ISSN-L2367-3370

Languageen

Citations37

Files0 public / 0

ShelfComputational and Text Analysis Methods

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doi10.1007/978-3-031-65735-1_19

openalex_workW4403018474

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2026Using large language models to support qualitative health research through coding, theming, quotation selection, and data visualization

2024Can (and should) LLMs perform critical discourse analysis?