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Supporting Serendipity: Opportunities and Challenges for Human-AI Collaboration in Qualitative Analysis
10 references·16 citing·46 second hop
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this work references cited by second hop

References

  • 2006Using thematic analysis in psychology193,725 cited
  • 1984Content Analysis: An Introduction to its Methodology.24,312 cited
  • 2015Qualitative Inquiry and Research Design: Choosing Among Five Approaches22,104 cited
  • 2025The Coding Manual for Qualitative Researchers19,147 cited
  • 2000A model for types and levels of human interaction with automation4,175 cited
  • 2013Coding In-depth Semistructured Interviews2,960 cited
  • 2016Local Standards for Sample Size at CHI656 cited
  • 2017Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?232 cited
  • 2011"We will never forget you [online]"177 cited
  • 2018Using Machine Learning to Support Qualitative Coding in Social Science152 cited

Cited by

  • 2024CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models78 cited
  • 2023PaTAT: Human-AI Collaborative Qualitative Coding with Explainable Interactive Rule Synthesis72 cited
  • 2023CoAIcoder: Examining the Effectiveness of AI-assisted Human-to-Human Collaboration in Qualitative Analysis69 cited
  • 2025Large Language Models in Qualitative Research: Uses, Tensions, and Intentions51 cited

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2024
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM
48 cited
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  • 2023Critical-Reflective Human-AI Collaboration: Exploring Computational Tools for Art Historical Image Retrieval26 cited
  • 2025Using large language models for narrative analysis: a novel application of generative AI24 cited
  • 2023Envisioning an Inclusive Metaverse: Student Perspectives on Accessible and Empowering Metaverse-Enabled Learning22 cited
  • 2024SenseMate: An Accessible and Beginner-Friendly Human-AI Platform for Qualitative Data Analysis20 cited
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  • 2022Agency and Amplification10 cited
  • 2023Training, supervision, and experience of coaches offering digital guided self-help for mental health concerns10 cited
  • 2025The Changing Nature of Human-AI Relations: A Scoping Review on Terminology and Evolvement in the Scientific Literature10 cited