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How many X's do you know'' surveys - Columbia University

How many X's do you know'' surveys - Columbia University

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Overview<br />

Social and political polarization<br />

Background: how <strong>many</strong> people <strong>do</strong> <strong>you</strong> know?<br />

Learning from “<strong>How</strong> <strong>many</strong> X’s <strong>do</strong> <strong>you</strong> know” <strong>surveys</strong><br />

Next<br />

Learning from “<strong>How</strong> <strong>many</strong> X’s” <strong>surveys</strong><br />

3 models<br />

Fitting our model<br />

Results: how <strong>many</strong> people <strong>do</strong> <strong>you</strong> know?<br />

Results: group sizes and overdispersions<br />

Confidence building and model extensions<br />

◮ Network info from a non-network sample<br />

◮ We can even learn about small groups, less than 0.3% of<br />

population<br />

◮ Implicit survey of 1500 × 750 = 1 million people!<br />

◮ Characterising people by how they are perceived<br />

◮ Potentially useful for small or hard-to-reach groups (prisoners,<br />

. . . )<br />

◮ Difficulty with recall<br />

◮ Potential design using partial information:<br />

◮ Do <strong>you</strong> know any Nicoles?<br />

◮ Do <strong>you</strong> know 0, 1, 2, or 3 or more Nicoles?<br />

Gelman, DiPrete, Salganik, Teitler, Zheng<br />

Studying polarization using <strong>surveys</strong>

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