Clarity comments on Two kinds of Expectations, *one* of which is helpful for rational thinking - Less Wrong Discussion
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If you can rely on honesty of people, you could add a checkbox question "I wanted to see results" and get 0-1 out of that one, allowing you to calculate what the real average should have been.