Hospital Surgery Data |
|||
Day |
Hospital 1 |
Hospital 2 |
Hospital 3 |
Monday |
25 |
31 |
35 |
Tuesday |
26 |
33 |
33 |
Wednesday |
24 |
28 |
30 |
Thursday |
29 |
30 |
28 |
Friday |
26 |
38 |
27 |
The hypothesis being tested is:
H0: µ1 = µ2 = µ3
Ha: Not all means are equal
Mean | n | Std. Dev | |||
26.0 | 5 | 1.87 | Hospital 1 | ||
32.0 | 5 | 3.81 | Hospital 2 | ||
30.6 | 5 | 3.36 | Hospital 3 | ||
29.5 | 15 | 3.93 | Total | ||
ANOVA table | |||||
Source | SS | df | MS | F | p-value |
Treatment | 98.53 | 2 | 49.267 | 5.04 | .0257 |
Error | 117.20 | 12 | 9.767 | ||
Total | 215.73 | 14 |
The p-value is 0.0257.
Since the p-value (0.0257) is less than the significance level (0.05), we can reject the null hypothesis.
Therefore, we can conclude that there is a difference in the mean number of surgeries performed by the hospital or by the day of the week.
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