The AI Co-Ethnographer: How Far Can Automation Take Qualitative Research?

Qualitative research often involves labor-intensive processes that are difficult to scale while preserving analytical depth. This paper introduces The AI Co-Ethnographer (AICoE), a novel end-to-end pipeline developed for qualitative research and designed to move beyond the limitations of simply automating code assignments, offering a more integrated approach. AICoE organizes the entire process, encompassing open coding, code consolidation, code application, and even pattern discovery, leading to a comprehensive analysis of qualitative data.

@article{retkowski2025_2505.00012,
  title={ The AI Co-Ethnographer: How Far Can Automation Take Qualitative Research? },
  author={ Fabian Retkowski and Andreas Sudmann and Alexander Waibel },
  journal={arXiv preprint arXiv:2505.00012},
  year={ 2025 }
}