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Reference table

Total survey error: seven components on two tracks

Table of the seven parts of total survey error: coverage, sampling, nonresponse and adjustment, then validity, measurement and processing.
A bigger sample only shrinks one of these seven rows.

The total survey error framework sorts every way a survey estimate can miss the truth into seven components on two tracks. Representation covers who you heard from: coverage, sampling, nonresponse and adjustment. Measurement covers what they told you: validity, measurement and processing. Each row gives the question to ask about your own study. Use it to plan where research effort goes, because a larger sample only reduces sampling error.

Where this appears

What's in this reference table

TrackComponentThe question it answers
RepresentationCoverage errorWho could never have been sampled?
RepresentationSampling errorWhich of the eligible people did you draw?
RepresentationNonresponse errorWho was invited and did not answer?
RepresentationAdjustment errorWhat did your weighting do?
MeasurementValidityDoes the question measure the concept you named?
MeasurementMeasurement errorDid the respondent give an accurate answer?
MeasurementProcessing errorDid coding and analysis preserve the answer?

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<a href="https://www.koji.so/visuals/total-survey-error-seven-components"><img src="https://www.koji.so/visuals/total-survey-error-seven-components/total-survey-error-seven-components.png" alt="Table of the seven parts of total survey error: coverage, sampling, nonresponse and adjustment, then validity, measurement and processing." width="1200" height="931" /></a>
<p>Source: <a href="https://www.koji.so/visuals/total-survey-error-seven-components">Total survey error: seven components on two tracks</a>, Koji</p>