In: Statistics and Probability
please show working out. Thank you
a college has put in place a 4 week course of lunchtime exercise breaks for its staff to see if its employees’ job satisfaction can be improved. To measure the effectiveness of this program, 10 randomly selected staff in the program were surveyed about their feelings at work, once at the start of the program and again after the course. Higher scores indicate higher satisfaction.
The job satisfaction index results for this group were:
Staff |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
Before |
34 |
28 |
29 |
45 |
26 |
27 |
24 |
15 |
15 |
27 |
After |
33 |
31 |
36 |
46 |
32 |
34 |
28 |
26 |
19 |
37 |
Use a test of significance at 5% level to decide if the program has improved the employee’s job satisfaction on average. Show your graphical evidence, if needed, and clear conclusion.
- please sketch the curve as well. thank you
Computational Table:
Staff | Before | After | D = After - Before | D^2 |
1 | 34 | 33 | -1 | 1 |
2 | 28 | 31 | 3 | 9 |
3 | 29 | 36 | 7 | 49 |
4 | 45 | 46 | 1 | 1 |
5 | 26 | 32 | 6 | 36 |
6 | 27 | 34 | 7 | 49 |
7 | 24 | 28 | 4 | 16 |
8 | 15 | 26 | 11 | 121 |
9 | 15 | 19 | 4 | 16 |
10 | 27 | 37 | 10 | 100 |
Total | 52 | 398 |
Given:
= 5% = 0.05, n = 10
Hypothesis:
Where,
Difference (D) = After - Before
Calculation:
Test statistic:
Degrees of Freedom = n-1 = 10-1 = 9
Critical value:
…………..Using t table
Conclusion:
t > Critical value, i.e 4.37 > 1.8331, That is Reject Ho at 5% level of significance
Therefore, program has improved the employee’s job satisfaction on average.