Question

In: Statistics and Probability

please show working out. Thank you a college has put in place a 4 week course...

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

Solutions

Expert Solution

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.


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