These questions give you one list of numbers and ask you to describe it. Two things matter: where the middle of the data is, and how spread out the data is.
The mean and the median describe the middle. The range and the standard deviation describe the spread. You never have to calculate a standard deviation on the SAT. You only compare: values packed close to the mean give a small standard deviation, and values far from the mean give a large one.
An outlier is a value far from the rest. It pulls the mean toward itself and makes the range and standard deviation larger, but it hardly moves the median.