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Putting Tools in Their Place: The Role of Time and Perspective in Human-AI Collaboration for Qualitative Analysis
16 references·16 citing·40 second hopsampled
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(2017)Comparing grounded theory and…Co‐word maps and topic modeling: A comparison using small and medium‐sized corpora ( N < 1,000) (2016)Co‐word maps and topic modeli…Sampling in Interview-Based Qualitative Research: A Theoretical and Practical Guide (2013)Sampling in Interview-Based Q…Grounded Theory in Practice (2013)Grounded Theory in PracticeUsing thematic analysis in psychology (2006)Using thematic analysis in ps…Constructing grounded theory : a practical guide through qualitative analysis (2006)Constructing grounded theory …Grounded Theory in Practice (1999)Grounded Theory in PracticeSituated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective (1988)Situated Knowledges: The Scie…The Discovery of Grounded Theory: Strategies for Qualitative Research (1968)The Discovery of Grounded The…The Constant Comparative Method of Qualitative Analysis (1965)The Constant Comparative Meth…The Changing Nature of Human-AI Relations: A Scoping Review on Terminology and Evolvement in the Scientific Literature (2025)The Changing Nature of Human-…Simulacrum of Stories: Examining Large Language Models as Qualitative Research Participants (2025)Simulacrum of Stories: Examin…Large Language Models in Qualitative Research: Uses, Tensions, and Intentions (2025)Large Language Models in Qual…Advancing AI-driven thematic analysis in qualitative research: a comparative study of nine generative models on Cutaneous Leishmaniasis data (2025)Advancing AI-driven thematic …Review of Qualitative Research in the Era of Generative Artificial Intelligence (2024)Review of Qualitative Researc…Prompts, Pearls, Imperfections: Comparing ChatGPT and a Human Researcher in Qualitative Data Analysis (2024)Prompts, Pearls, Imperfection…CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models (2024)CollabCoder: A Lower-barrier,…What is Human-Centered about Human-Centered AI? 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References

  • 2006Using thematic analysis in psychology193,725 cited
  • 2025The Coding Manual for Qualitative Researchers19,147 cited
  • 2006Constructing grounded theory : a practical guide through qualitative analysis18,720 cited
  • 2022The Coding Manual for Qualitative Researchers10,828 cited
  • 1988Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective6,991 cited
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  • 2017Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?232 cited
  • 2018Using Machine Learning to Support Qualitative Coding in Social Science152 cited
  • 2019A computational social science perspective on qualitative data exploration: Using topic models for the descriptive analysis of social media data*

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141 cited
  • 2016Co‐word maps and topic modeling: A comparison using small and medium‐sized corpora ( N < 1,000)116 cited
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