Can people reliably estimate how marginal their decision to take a survey is? & is individual marginality representative?
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I don't know that "almost didn't take this survey" has any relation to "is in an underrepresented group".
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You could try a spectrum of weak-to-strong incentives/compensation for participation & see results' sensitivity at margin
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100% of people would take a survey when asked to
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You'd need to make some assumptions, e.g. the responses are equidistant between all three groups.
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You can measure the difference between the two groups of test takers. And then apply that difference to non- test takers.
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Easier: look for differential responses of people who quit halfway through
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Or tracking people who refuse to participate via NSA & collate their demonstrated answers anyway?
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Interesting notion... I'd go for a feelings thermometer for some extra granularity
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have high incentives to take a very quick survey, and use that to control representation in the longer one.
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