Answer
Yes, since $P(X\geq130)=0.0028\lt0.05$, it is an unusual event. Thus the result from part (a) contracts the Current Population Survey.
Work Step by Step
Also, notice that the z-score obtained in item (a) is equal to 2.77. This means that 130 is more than 2 standards deviations greater than the mean.