AUD Sampling · Updated November 2026

AUD Sampling Questions Keep Asking “Increase or Decrease.” How Do You Solve Them?

Sampling becomes much easier when you ask one question: did the auditor just demand stronger evidence?

Risk of assessing control risk too low

If the auditor wants less risk of incorrectly relying on a control, the auditor needs stronger evidence. Stronger evidence generally means a larger sample.

Tolerable deviation rate

If the auditor becomes less tolerant of control deviations, the sample generally increases. If the auditor is willing to tolerate more deviation, the sample can generally decrease.

Expected deviation rate

If more deviations are expected in the population, the auditor generally needs a larger sample to evaluate it effectively.

Variables sampling

Use the same logic for substantive sampling. Lower tolerable misstatement generally increases sample size. Higher expected misstatement generally increases sample size.

Do not overfocus on population size

Candidates often assume that a larger population always creates a proportionally larger sample. Sampling does not always behave that simply, especially once populations are already large.

Build direction cards

Acceptable risk down → sample up

Tolerable error down → sample up

Expected error up → sample up

Then explain why each relationship exists.

The takeaway

When the auditor demands more confidence or tolerates less error, expect more audit work.

Related Summit guides

FAQ

If tolerable deviation increases, what happens to sample size?

Sample size generally decreases because the auditor is willing to tolerate more deviation.

If expected deviation increases?

Sample size generally increases.

Do I need every sampling formula memorized?

Know the concepts and formulas your current materials require, but directional reasoning can solve many questions.