t and z test

Why does the cfa book prefer t-test over z-test when sample size >30

It’s slightly more conservative, and more accurate. The differences, however, are slight. They will not give you a problem with a large sample size where using one test will lead to the correct answer choice but using the other will lead to a wrong answer choice.