This process of measuring the spread of cases in terms of the number of standard deviations from the mean is called standardizing a distribution, and produces the standard normal distribution. This distribution will have a mean of zero (obviously, by definition, the mean is zero standard deviation units from the mean, and one standard deviation is one standard deviation unit away from zero