Tuesday, Nov. 3, 2020
Do most election polls have a higher margin of error than commonly reported?
A 2016 study from the American Statistical Association examining 4,221 late-campaign polls found "the historical margin of error is plus or minus 6 to 7 percentage points" rather than the typically reported plus or minus 3 points that is usually cited as sampling error.
This higher margin of "total survey error" is affected by coverage error, i.e., when not all of a target population has an equal chance of being sampled. For example, phone surveys exclude people without phones. A Pew Research analysis found "politically and civically engaged individuals" were overrepresented in online surveys. Most of the online surveys Pew studied also had a disproportionate number of childless, low-income adults.
The higher margin of error also allows for nonresponse error—which can arise, for example, when supporters of a trailing candidate become less likely to respond to surveys.
This fact brief is responsive to conversations such as this one.
Sources
- David M. Rothschild: Disentangling bias and variance in election polls (as published in Journal of the American Statistical Association)
- New York Times: When you hear the margin of error is plus or minus 3 percent, think 7 instead
- Pew Research Center: Evaluating online non-probability surveys
- Pew Research Center: Key things to know about election polling in the US
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