Movies 10a and b - Kruskal Wallis
Continuing with the New York Times scenario, your bosses also want to know if age groups differ on their satisfaction level (Likert 1-5 – where 5 is very satisfied) with how often the online version updates their headlines .
Age_Group | Satisfaction |
Boomers | 4 |
Boomers | 3 |
Boomers | 5 |
Boomers | 4 |
Boomers | 3 |
Boomers | 3 |
Boomers | 5 |
Boomers | 3 |
Boomers | 4 |
Boomers | 5 |
Boomers | 4 |
Boomers | 4 |
GenX | 4 |
GenX | 3 |
GenX | 5 |
GenX | 4 |
GenX | 3 |
GenX | 2 |
GenX | 5 |
GenX | 3 |
GenX | 4 |
GenX | 5 |
GenX | 4 |
GenX | 4 |
Millennials | 2 |
Millennials | 3 |
Millennials | 4 |
Millennials | 3 |
Millennials | 1 |
Millennials | 3 |
Millennials | 2 |
Millennials | 2 |
Millennials | 3 |
Millennials | 3 |
Millennials | 2 |
Millennials | 1 |
The SPSS output is:
The hypothesis being tested is:
H0: n1 = n2 = n3
Ha: Not all medians are equal
The p-value is 0.001.
Since the p-value (0.001) is less than the significance level (0.05), we can reject the null hypothesis.
Therefore, we can conclude that age groups differs on their satisfaction level.
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