Researchers Identify What Actually Makes Interview Responses Valuable

A new study analyzing 16,940 interview responses found that direct relevance to research questions is the strongest predictor of response quality, while commonly used NLP metrics like clarity and informativeness don't reliably indicate value. The findings could improve how qualitative research is conducted and AI interview systems are evaluated.