QuAD: Quantitative assessment of qualitative data quality via distribution alignment
In brief
- QuAD evaluates qualitative data quality before quantitative analysis.
- It compares response distribution with a researcher-defined reference.
- An adaptive multi-agent system improves score consistency.
QuAD introduces a framework to assess the suitability of qualitative responses for analysis. It compares the intrinsic distribution of responses with a researcher-defined analytical lens. An adaptive multi-agent system enhances scoring consistency.
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