Dunivin, Scaling hermeneutics a guide to qualitative coding with LLMs for reflexive content analysis

Zentrale Argumentation / Zitate

Rather than positioning LLM-assisted coding as a replacement for manual methods, it is more productive to conceive it as complementary. Leveraging the strengths of both human and machine renders a hybrid paradigm balancing efficiency with hermeneutic depth. This approach retains the core principles of qualitative inquiry—reflexivity, subjectivity, and theory-grounded rigor—while extending the analytic scope to accommodate increasingly complex and voluminous datasets. (6)

Ausführliche Quellenangabe
Dunivin, Z.O. Scaling hermeneutics: a guide to qualitative coding with LLMs for reflexive content analysis. EPJ Data Sci. 14, 28 (2025). https://doi.org/10.1140/epjds/s13688-025-00548-8
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