Research
Academic research at the University of Washington — full papers available for download
RESEARCH PAPERIMT 570 E · Data Driven Organizational Problem SolvingJune 2026
Confirmation Bias in LLM-Based AI Analytics Tools
Mixed-methods study revealing how LLM-based analytics tools quietly confirm what managers already believe — and what actually fixes it.
R² = 0.039
Trust → Quality
r = -0.47
Bias Awareness
34% reduction
Validation Fix
Mixed MethodsPythonAI GovernanceLLMlibreQDA