Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

The Computational Thematic Analysis Toolkit

13 references·9 citing·44 second hop

FromToDepth

this work references cited by second hop

References

2006Using thematic analysis in psychology193,725 cited
1998Transforming Qualitative Information: Thematic Analysis and Code Development13,496 cited
1996Sampling for qualitative research4,289 cited
2013Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding1,149 cited
2020The Pushshift Reddit Dataset866 cited
2018Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology847 cited
2017Computational Grounded Theory: A Methodological Framework702 cited
2019Editorial Essay: The Tumult over Transparency: Decoupling Transparency from Replication in Establishing Trustworthy Qualitative Research458 cited
2016Machine Translation: Mining Text for Social Theory335 cited
2017Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?232 cited
2018Using Machine Learning to Support Qualitative Coding in Social Science152 cited
2021Supporting Serendipity: Opportunities and Challenges for Human-AI Collaboration in Qualitative Analysis139 cited
2018Understanding Topic Models in Context: A Mixed-Methods Approach to the Meaningful Analysis of Large Document Collections31 cited

Cited by

2024

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

Thematic Analysis through Artificial Intelligence (AI)

82 cited

2022Scholastic: Graphical Human-AI Collaboration for Inductive and Interpretive Text Analysis26 cited

2022Thematic Analysis of Indonesian Physics Education Research Literature Using Machine Learning16 cited

2022Agency and Amplification10 cited

2025"My Very Subjective Human Interpretation": Domain Expert Perspectives on Navigating the Text Analysis Loop for Topic Models8 cited

2025DeTAILS: Deep Thematic Analysis with Iterative LLM Support6 cited

2026Exploring Manifold-Based Clustering Techniques for Enhanced Inductive Thematic Analysis2 cited

2025From Transformers Come Themes: Evaluating BERTopic for Qualitative Analysis of Social Media Data2 cited

2024Enhancing Semantic Understanding by Bridging Topic Modeling and Thematic Analysis: An Empirical Study on Self-Help Twitter Corpus and In-Depth Interviews2 cited