Cognitive interviewing for digital access identifies how respondents understand survey questions and exposes mismatches that harm data quality. The PLOS One study (Taluja et al., published July 28, 2026) ran 101 cognitive interviews between 1 April 2023 and 27 April 2023 in rural Uttar Pradesh to test 118 draft survey questions on phone ownership and internet use. Researchers and survey teams can use these documented mismatches to redesign questions, and AI-enabled qualitative analysis can accelerate synthesis, thematic coding, and cross-segment comparison for such cognitive interview data.
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- cognitive interviewing for digital access
- digital access surveys
- AI qualitative analysis
- survey translation testing
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