AINeutralarXiv – CS AI · Mar 44/103
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Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators
Researchers developed a framework using large language models to simulate virtual respondents for validating psychometric survey items, addressing the challenge of ensuring construct validity without costly human data collection. The approach uses trait-response mediators to identify survey items that robustly measure intended psychological traits across three major trait theories.