In: Statistics and Probability
Using the below data, compare the average salary in 1999-2000 by region to 2014-15 by region. Which groups had statistically significant increases? Decreases? Please use excel to solve and show the steps.
Average Salary by Region:
Northeast | South | Midwest | West | |
1999-00 | 45,312 | 39,424 | 38,188 | 38,604 |
2014-15 | 65,559 | 54,998 | 52,666 | 54,440 |
We have,
Northeast | South | Midwest | West | |
1999-00 | 45,312 | 39,424 | 38,188 | 38,604 |
2014-15 | 65,559 | 54,998 | 52,666 | 54,440 |
We can get the increase in salary by subtracting salary from 1999-00 from 2014-15 of each region
For ex. For Northeast, 65559 - 45312 = 20247 and so on. Thus, we get
Northeast | South | Midwest | West | |
1999-00 | 45,312 | 39,424 | 38,188 | 38,604 |
2014-15 | 65,559 | 54,998 | 52,666 | 54,440 |
Change | 20,247 | 15,574 | 14,478 | 15,836 |
To get the percentage increase divide the change by 1999-00 salary and multiply by 100
For ex. For Northeast, %change = 20247/45312 * 100 % = 44.68% and so on. Thus, we get
Northeast | South | Midwest | West | |
1999-00 | 45,312 | 39,424 | 38,188 | 38,604 |
2014-15 | 65,559 | 54,998 | 52,666 | 54,440 |
Change | 20,247 | 15,574 | 14,478 | 15,836 |
% Change | 44.68353 | 39.5 | 37.9124 | 41.02 |
Northeast group has maximum increase in salary(44.68%) and Midwest has minimum increase in salary(37.91%)