Empowering Experiments with Large Language and Model Agents

• In Event: Survey Methodology

Brief Overview

We propose a pipeline using LLM-generated synthetic participants at the pilot stage. Our replication study suggests simulating responses with representative survey data enables cost-efficient pilot studies to estimate sample sizes and power.

Authors

• Hyein Ko, Case Western Reserve University

• Patrick J Chester, University of California, San Diego