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Using Large Language Models for Qualitative Analysis can Introduce Serious Bias
16 references·3 citing·43 second hop
Using Large Language Models for Qualitative Analysis can Introduce Serious Bias (2025)Using Large Language Models for Qualitati…Out of One, Many: Using Language Models to Simulate Human Samples (2023)Out of One, Many: Using Langu…ChatGPT outperforms crowd workers for text-annotation tasks (2023)ChatGPT outperforms crowd wor…Can Large Language Models Transform Computational Social Science? (2023)Can Large Language Models Tra…Can AI language models replace human participants? 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References

  • 2023Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics13,695 cited
  • 2016Measuring Economic Policy Uncertainty*12,311 cited
  • 2001Estimating Wealth Effects without Expenditure Data-or Tears: An Application to Educational Enrollments in States of India2,972 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 2018Flexible Coding of In-depth Interviews: A Twenty-first-century Approach1,622 cited
  • 2012Female Leadership Raises Aspirations and Educational Attainment for Girls: A Policy Experiment in India1,207 cited
  • 2023ChatGPT outperforms crowd workers for text-annotation tasks1,193 cited
  • 2023Out of One, Many: Using Language Models to Simulate Human Samples774 cited
  • 2017Computational Grounded Theory: A Methodological Framework702 cited
  • 2023Can Large Language Models Transform Computational Social Science?582 cited
  • 2021Persistent Anti-Muslim Bias in Large Language Models476 cited
  • 2023Can AI language models replace human participants?399 cited
  • 2023Biases in Large Language Models: Origins, Inventory, and Discussion364 cited
  • 2021The Ethical Algorithm: The Science of Socially Aware Algorithm Design258 cited

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  • 2018Aspiration198 cited
  • 2021Folklore165 cited
  • Cited by

    • 2025Understanding Economic Behavior Using Open-Ended Survey Data18 cited
    • 2025From Voices to Validity: Leveraging Large Language Models (LLMs) for Textual Analysis of Policy Stakeholder Interviews11 cited
    • 2025Prompting for Meaning: Exploring Generative AI Tools for Qualitative Data Analysis in Leadership Research4 cited