There are two t-tests (test A and test B) that examine the c…

There аre twо t-tests (test A аnd test B) thаt examine the cоnsumptiоn amounts of two different consumer groups (e.g., male consumers and female consumers). Due to random sampling, the sample of consumers selected for test A is generally different from the sample of consumers selected for test B. Suppose in test A, the difference between the means of the two groups selected for the test (i.e., test A) is 10, while in test B, the difference between the means of the two groups selected for the test (i.e., test B) is just 1. If test B concluded that the two group means were statistically different at the 5% significance level, then test A will conclude that its two group means are also statistically different at the 5% significance level.