Psychology21 papers
LLMs in qualitative psychology
Emerging applications of large language models in qualitative psychological research methodology as well as the critics.
ES
Evgeny Smirnov
All Reviews
PsychologyNiche
intermediate
CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models
Gao, Jie et al. (2024)
- Published
- May 11, 2024
- Journal
- Proceedings of the CHI Conference on Human Factors in Computing Systems
- DOI
- 10.1145/3613904.3642002
At a GlanceAI
CollabCoder proposes an LLM-supported workflow to make rigorous inductive collaborative qualitative analysis more accessible.
SummaryAI
CollabCoder addresses the challenge of conducting collaborative qualitative analysis rigorously while reducing barriers for researchers. It introduces a workflow that incorporates large language models into inductive coding and analysis rather than treating them only as automated labelers. The work is relevant to researchers seeking practical ways to use LLMs in qualitative research while retaining a structured collaborative process.
Method SnapshotAI
The authors present CollabCoder, an LLM-supported workflow for inductive collaborative qualitative analysis.
BackgroundAI
Basic familiarity with qualitative coding, inductive analysis, and large language models is helpful.