Suppose we have a dataset of $n$ observations with a sample variance of $s^2 = 16$. If we construct a new dataset $Z$ by standardizing each observation: $z_i = \frac{x_i - \bar{x}}{2}$, what is the sample standard deviation of this new dataset $Z$?