Poll Participation Paradox BERKSON & VOLUNTARY SELECTION

Exploring why meta-polls like "Do you answer 𝕏 polls?" (@stats_feed) structurally skew results.

Agent Sampling Pipeline: Latent Population → Non-Response Filter → Observed Ballot Status: Active
Latent Pop: 5,000
Lurker Non-Respondents: 0
Observed Votes: 0
Observed YES
88.4%
Votes: 0
Observed NO
11.6%
Votes: 0
Selection Bias Δ
+70.4%
Observed vs Ground Truth
Non-Response Rate
92.3%
Silent Lurker Majority

Latent Ground Truth (Whole Population) YES: 18.0% | NO: 82.0%

True Poll-Takers: 18.0% True Lurkers: 82.0%

Observed Survey Sample (Self-Selected) YES: 88.4% | NO: 11.6%

Sample YES: 88.4% Sample NO: 11.6%
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