Al Y. answered 07/04/21
Data Scientist with several years in Business data analysis
First we assume a normal distribution of the scores (given the nationwide sample and need to estimate the z score). In this case, the standardized z-score is calculated as z= (x-μ)/σ, where μ is the mean and σ is standard deviation. Therefore z=(70-75)/10 = -0.5.