Voluntary response sample

A voluntary response sample is made up of people who choose to respond on their own, such as to an open online poll or a call-in survey.

In a voluntary response sample the participants select themselves, so people with the strongest opinions are overrepresented. For example, an online poll that anyone can answer tends to attract those who feel most strongly rather than a cross-section of everyone. This self-selection usually pushes the results away from the true population value, creating voluntary response bias. Like a convenience sample, it lacks the randomness needed for valid inference.

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