Author

Claudia Wagner

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Review Aug 2026

Hybrid Panels: Toward Human-AI Collaboration in Survey Research

Large-scale population surveys are essential for generating robust social and scientific insights, yet they face significant challenges, including declining response rates, increasing data collection costs, long delays between data collection and data provision, and the risk of nonresponse bias. Advances in artificial...

Julia Romberg, Tobias Gummer, Gabriella Lapesa et al. · 0 citations

#natural language process... Review Sep 2026

When Persona Attributes Improve Population Alignment in Large Language Models

It is proposed that observed human response variation of a survey question is a potential explanation for the mixed performance observed so far in persona prompting and new insights are provided on the effectiveness of different attribute selection methods for LLM-based survey prediction using persona prompting.

Leon Fröhling, Jens Rupprecht, Markus Strohmaier et al. · 3 citations