The sampling distribution of sample means is a probability distribution of means calculated from a set of samples. It is used to provide insight into the characteristics of a population by looking at the mean of a sample of data points. This allows us to make inferences about the population from the sample. The sampling distribution of sample means also allows us to test whether the sample mean is significantly different from the population mean. This can be done using a t-test.