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Auditing & Assurance › Audit Sampling

What is attribute sampling versus variables sampling?

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Answer

Attribute sampling tests the rate of occurrence of a characteristic—used in tests of controls to estimate the deviation rate (a yes/no attribute like 'was it approved?'). Variables sampling estimates a numerical amount—used in substantive testing to estimate monetary misstatement. Attribute answers 'how often?'; variables answers 'how much?'.
Real-world example Attribute sampling measures how often approvals were missing; variables sampling estimates the dollar misstatement in balances.

Common follow-ups: Which is used for controls vs substantive? | What does each estimate?