Open access
Jul 2026
Automating Content Analysis With Multiple LLM Agents: Impacts of Agent Attributes and Human–AI Collaboration
Examination of the impact of agent diversity, agent open-mindedness, and human–AI collaboration (HAIC) in a multi-LLM-agent system for automated content analysis demonstrates reliable and accurate measurement of four communication variables across three datasets, with improved performance following agent discussion.
Xinyan Zhao, Chengshuai Zhao, Mordecai Mengesteab et al.
· Social science computer revi... · 0 citations