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.