In: Statistics and Probability
Integrative Part B: ANOVAs
Integrative B 1
A researcher is interested in whether the emotional content and presentation method of a story affect memory for components of the story. Participants read a positive, neutral or negative story; memory for the story is measured by the number of story components correctly recalled in a 5-minute period. Participants either listen to the story on an MP3 player, or read the story text on a tablet.
The design uses independent samples, with n = 9 per cell.
a. Fill in the following source table. (NOTE: You do NOT need to show work for each blank you fill in.)
***TO FILL IN BLANKS: Copy and paste the entire table into the text box. Then fill in each of the 20 blanks provided.
Source |
SS |
df |
MS |
F obs |
F crit |
Between-groups |
___ |
___ |
XXX |
XXX |
XXX |
Presentation Method |
48 |
___ |
___ |
___ |
___ |
___ |
___ |
___ |
12 |
___ |
___ |
___ |
___ |
___ |
75 |
___ |
___ |
Within-groups |
____ |
___ |
___ |
XXX |
XXX |
Total |
750 |
___ |
XXX |
XXX |
XXX |
b. For each effect, indicate whether or not the effect is significant at an alpha of .05 (state "yes" or "no" for each effect).
a.
Source | SS | df | MS | F obs | Fcrit |
Between-groups | 222 | 5 | XXX | XXX | XXX |
Presentation Method | 48 | 1 | 48 | 4.363636 | 4.04 |
Emotional content | 24 | 2 | 12 | 1.090909 | 3.19 |
Presentation Method x Emotional content | 150 | 2 | 75 | 6.818182 | 3.19 |
Within-groups | 528 | 48 | 11 | XXX | XXX |
Total | 750 | 53 | XXX | XXX | XXX |
a = Number of levels of Presentation Method = 2
b = Number of levels of Emotional content = 3
df Presentation Method = a - 1 = 2 - 1 = 1
df Emotional content = b - 1 = 3 - 1 = 2
df Presentation Method x Emotional content = (a - 1) * (b -1) = 1 * 2 = 2
df Between-groups = 1 + 2 + 2 = 5
df Total = abn - 1 = 2 * 3 * 9 - 1 = 53
df Within = ab(n-1) = 2 * 3 * (9-1) = 48
MS and SS are filled for each source based on the formula.
MS = SS / df
df Between-groups = 48 + 24 + 150 = 222
SS Within = SS Total - SS Between = 750 - 222 = 528
For each source, F obs = MS / MS Within
Critical value of F at 0.05 significance level and df = 1, 48 is 4.04
Critical value of F at 0.05 significance level and df = 2, 48 is 3.19
b.
Since F obs > F crit for Presentation Method and Presentation Method x Emotional content ,
Presentation Method is significant at alpha of 0.05.
Presentation Method x Emotional content is significant at alpha of 0.05.
Emotional content is not significant at alpha of 0.05.