Abstract: Open coding plays a foundational role in inductive qualitative research, yet remains difficult to scale in low-resource or field-based settings. Existing tools often depend on cloud-based ...

Replication of an LLM-assisted qualitative coding study, extended into a multi-model benchmark for closed (deductive) coding across curated thematic analysis datasets. - Tag-UCSD/LLM-coding-benchmark ...

Content analysis is a research technique used in management, marketing, health, and the social sciences to analyze verbal and written material. The technique uses a set of codes to reduce volumes of ...

Use LLMs programmatically for qualitative analysis Work with interview transcripts and qualitative data Build AI-augmented coding and analysis tools Understand embeddings and semantic similarity No ...

ABSTRACT: The purpose of this phenomenological study was to find out the causes of in-group and out-group formation in organizations as described by employees living at Ruaka Township in the context ...