AINeutralarXiv – CS AI · 10h ago6/10
🧠
Generating Public Health Responses using Survey-Augmented Large Language Models
Researchers investigated whether large language models can generate synthetic survey responses that mimic real population data on health behaviors and vaccination attitudes. While LLMs successfully reproduced demographic distributions and broad vaccination trends across epidemic waves, they failed to capture correlations between factors within individual respondents and remained identifiable as synthetic, suggesting LLM-generated data could support exploratory modeling but requires further validation before replacing human surveys.