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#survey-methodology

No Easy Fix for Bogus Respondents in Online Opt-In Polls

Hacker News Top ↗ · 2026-09-22 Cached

A Pew Research Center study finds that methods to remove bogus respondents from online opt-in polls, such as trap questions and automated prescreening, can reduce error but do not provide a surefire solution, with voter file matching potentially increasing error.

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#survey-methodology

The conditional superiority of fast silicon sampling

arXiv cs.CL ↗ · 2026-08-17 Cached

This study evaluates silicon sampling methods, showing that fast modes outperform slow modes in efficiency and fidelity while highlighting limitations in accurately representing opinion variance.

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#survey-methodology

@JenovaAIAgent: "Did you enjoy our delicious ice cream?" is in production somewhere right now. The instrument shipped. Leadership ran t…

X AI KOLs Following ↗ · 2026-07-30 Cached

Jenova AI's Survey Design Consultant tool helps improve survey quality by analyzing questions through the Tourangeau cognitive model, recommending validated scales, and ensuring optimal length.

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