PSY 429 Experimental Psychology
Class Exercise #9
One-Way Repeated Measures Analysis of Variance
1.What advantages do repeated-measures designs have over an independent-measures design?
2. How does the error term differ for repeated- versus independent-measures ANOVA?
3. A researcher reports an F ratio with df = 3, 36 for a repeated-measures ANOVA. How many treatment conditions were evaluated in this experiment?
4. A researcher conducts a repeated-measures experiment using a sample of n = 12 participants per group to evaluate the differences among three treatment conditions. If the results are examined with an ANOVA, what would be the df values for the F-ratio?
5. To determine the long-term effectiveness of relaxation training on anxiety, a researcher uses a repeated measures design. A random sample of n = 10 subjects is first tested for the severity of anxiety with a standardized test. In addition to this pretest, subjects are tested again 1 week, 1 month, 6 months, and 1 year after treatment. The investigator used ANOVA to evaluate these data, and portions of the results are presented in the following summary table. Fill in the missing values. (Hint: Start with df values)
|
Source |
df |
SS |
MS |
F |
|
Treatment |
_____ |
200.00 |
_____ |
5.00 |
|
Within Treatment |
_____ |
500.00 |
||
|
Within Treatment - Subjects |
_____ |
_____ |
||
|
Within Treatment -Error |
_____ |
_____ |
10.00 |
|
|
Total |
_____ |
_____ |
6. What are the assumptions which should be met if you want to use a repeated-measures ANOVA?
7. The following data were obtained to compare three experimental treatments.
|
Treatment 1 |
Treatment 2 |
Treatment 3 |
|
2 |
4 |
6 |
|
5 |
5 |
5 |
|
1 |
2 |
3 |
|
0 |
1 |
2 |
a. If these data were obtained from an independent-measures design, then could you conclude that there is a significant difference among the treatment conditions? Test with alpha set at .05.
b. If these data were obtained from a repeated-measures design, so that each row of scores represents data from a single subject, then could you conclude that there is a significant difference among the treatment conditions? Test with alpha set at .05.
c. Explain the difference in the results of part a and part b, if any.
8. The following data represent idealized results from an experiment comparing two treatments. Notice that the mean for treatment II is 4 points higher than the mean for treatment I. Also notice that this 4-point treatment effect is perfectly consistent for all subjects.
|
Person |
Treatment I |
Treatment II |
|
A |
1 |
5 |
|
B |
4 |
8 |
|
C |
7 |
11 |
|
D |
4 |
8 |
|
E |
6 |
10 |
|
F |
2 |
6 |
a. Calculate the SS-error for these data
b. Calculate the SS-treatment for these data.
c. Can you explain where the variability appears to come from and why?
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