In: Statistics and Probability
Worker 1 2 3 4 5 6 7 8
Before 6 8 10 9 5 12 9 7
After 10 12 9 12 8 13 8 10
Worker | Before | After | d (After - Before) |
1 | 6 | 10 | 4 |
2 | 8 | 12 | 4 |
3 | 10 | 9 | -1 |
4 | 9 | 12 | 3 |
5 | 5 | 8 | 3 |
6 | 12 | 13 | 1 |
7 | 9 | 8 | -1 |
8 | 7 | 10 | 3 |
Total | 16 | ||
Average | = 2 | ||
std dev | Sd = 2.07 | ||
sample size n | 8 |
Hypothesis:
H0: = 0
H1: > 0 claim (playing music has increased production) one tail right tailed test.
α = 0.05.
degrees of freedom = n-1 = 8-1 = 7
rejection criteria:-
critical value = t0.05,7 = 1.896
If the test statistic is greater than critical value then reject H0.
test statistic t = = 2/( 2.07/(sqrt(8))) = 2.733
Since test statistic > critical value we reject H0 and there is a sufficient evident that playing music has increased production.