Air traffic controllers perform the vital function of regulating the traffic of passenger planes. Frequently, air traffic controllers work long hours with little sleep. Researchers wanted to test their ability to make basic decisions as they become increasingly sleep deprived. To test their abilities, a sample of 6 air traffic controllers is selected and given a decision-making skills test following 12-hour, 24-hour, and 48-hour sleep deprivation. Higher scores indicate better decision-making skills. The table lists the hypothetical results of this study.
Sleep Deprivation | ||
---|---|---|
12 Hours | 24 Hours | 48 Hours |
21 | 16 | 16 |
17 | 21 | 19 |
33 | 22 | 20 |
25 | 19 | 13 |
22 | 14 | 14 |
20 | 20 | 14 |
(a) Complete the F-table. (Round your answers to two decimal places.)
Source of Variation |
SS | df | MS | Fobt |
---|---|---|---|---|
Between groups |
||||
Between persons |
||||
Within groups (error) |
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Total |
(b) Compute a Bonferroni procedure and interpret the results.
(Assume experimentwise alpha equal to 0.05. Select all that
apply.)
There is a significant difference in decision making for the 12-hour and 24-hour sleep deprivation conditions.
There is a significant difference in decision making for the 12-hour and 48-hour sleep deprivation conditions.
There are no significant differences between any of the groups.
There is a significant difference in decision making for the 24-hour and 48-hour sleep deprivation conditions.
a)
ANOVA | ||||
Source of Variation | SS | df | MS | F |
between groups | 149.78 | 2 | 74.89 | 6.71 |
between persons | 131.78 | 5 | 26.36 | 2.36 |
Error | 111.56 | 10 | 11.16 | |
Total | 393.11 | 17 |
b)
Level of significance,α/3 = | 0.0167 |
Numerator d.f. | 3 |
Denominator d.f. | 10 |
MSE | 11.16 |
t-critical value,t(α/2,df) | 2.8701 |
critical value=tα/2,df √(MSE(1/ni+1/nj))=5.53
if absolute difference of means > critical value,means are significnantly different ,otherwise not |
population mean difference | critical value | result | |||
µ1-µ2 | 4.33 | 5.53 | means are not different | ||
µ1-µ3 | 7.00 | 5.53 | means are different | ||
µ2-µ3 | 2.67 | 5.53 | means are not different |
There is a significant difference in decision making for the 12-hour and 48-hour sleep deprivation conditions.
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