Measurement bias occurs when the method of measuring a variable systematically skews the results in one direction, rather than reflecting random error. It can result from poorly calibrated instruments, biased questionnaires, or observer influence.
For example, if a bathroom scale consistently reads 2 kg heavier than the true weight, all weight measurements will be biased upward.
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