Diversity and Carelessness in LLM-Generated Psychometric Data: Implications for Data Quality and Trust
Large language models (LLMs) are increasingly used to generate synthetic, human-like data for research and applied decision-making, including synthetic responses to self-report instruments such as surveys and questionnaires. As these synthetic datasets are folded into pipelines that inform scientific inference and down...