It is known that 20% of online purchases require manual review. A manager believes that this proportion has increased since a change to the checkout system.
A random sample of 55 purchases made since the change is taken, and 17 require manual review.
Stating your hypotheses clearly, test the manager's belief at the 2.5% significance level.
State, with a reason, the conclusion you would have reached at the 5% significance level.