A student working on a report about scientists decides to find the 96% confidence interval for the difference in mean age at the time of science discovery for Italian scientists versus Spanish scientists. The student determines the ages at the time of science discovery for members of both groups, which include all Italian and Spanish scientists, and uses a calculator to find the 96% confidence interval based on the t distribution. Why is this procedure not appropriate in this context