In: Statistics and Probability
“Does the amount of stress differ for three groups of employees?”
Group 1 employees work a morning/day shift. Group 2 employees work the day/evening shift, and Group 3 employees work the night shift.
The null hypothesis is that there is no difference between groups. Test this in SPSS and provide your conclusion.
Write your response to the research question, using the SPSS analysis as support.
Shift | Stress |
1 | 7 |
1 | 7 |
1 | 6 |
1 | 9 |
1 | 8 |
1 | 7 |
1 | 6 |
1 | 7 |
1 | 8 |
1 | 9 |
2 | 5 |
2 | 6 |
2 | 3 |
2 | 5 |
2 | 4 |
2 | 6 |
2 | 5 |
2 | 4 |
2 | 5 |
2 | 5 |
2 | 6 |
2 | 7 |
2 | 6 |
3 | 1 |
3 | 3 |
3 | 4 |
3 | 3 |
3 | 1 |
3 | 1 |
3 | 2 |
3 | 6 |
3 | 5 |
3 | 4 |
3 | 3 |
3 | 4 |
3 | 5 |
ANSWER::
The hypothesis being tested is:
H0: µ1 = µ2 = µ3
Ha: Not all means are not equal
The SPSS output is:
The p-value is 0.000.
Since the p-value (0.000) is less than the significance level (0.05), we can reject the null hypothesis.
Therefore, we can conclude that the amount of stress differs for three groups of employees.
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