In: Statistics and Probability
2. Researchers are interested in testing the effectiveness of
their new therapy technique (Explosive
Therapy) by comparing it to a standard therapy technique (Cognitive
Redecorating), a controversial newer
treatment (Ludovico) and a no-treatment (wait list) control. Twelve
clients are randomly assigned to the
three groups. Blind raters evaluate the “mental health” using a
validated instrument yielding scores from 0
to 10, where 0 indicates very poor mental health and 10 represents
very good mental health. Perform an
ANOVA on these data.
Perform appropriate follow-up test(s) to test for significant
differences and include conclusions regarding
the effectiveness of the therapy(ies).
Use paper and pencil to calculate the statistics.
Wait List: 2 4 6
Cog. Red.: 4 8 6
Ludovico: 10 6 8
Explosive: 8 10 12
Answer:-
Given That:-
2. Researchers are interested in testing the effectiveness of their new therapy technique (Explosive Therapy) by comparing it to a standard therapy technique (Cognitive Redecorating), a controversial newer treatment (Ludovico) and a no-treatment (wait list) control. Twelve clients are randomly assigned to the three groups. Blind raters evaluate the “mental health” using a validated instrument yielding scores from 0 to 10, where 0 indicates very poor mental health and 10 represents very good mental health. Perform an ANOVA on these data.
Given,
Wailist | Cog.Red | Ludovico | Explosive | |
Sample | 2,4,6 | 4,8,6 | 10,6,8 | 8,10,12 |
Sum | 12 | 18 | 24 | 30 |
Mean | 4 | 6 | 8 | 10 |
56 | 116 | 200 | 308 | |
Std.dev | 2 | 2 | 2 | 2 |
SS | 8 | 8 | 8 | 8 |
n | 3 | 3 | 3 | 3 |
Total sample size = 12
and
Total sum :
= 12 + 18 + 24 + 30 = 84
Sum of squares :
= 56 + 116 + 200 + 308 = 680
= 60/3
= 20
= 32/8
= 4
= 20/4
= 5
For ANOVA
versus
Not all means r equal
at
So,
we reject
or can say that
Not all means are equal or all 4 therapies are not same or atleast 1 of the 4 therapies is significantly different.
Fost Hoc : For 2 groups A & B are diff if
Here MSE =
= 2
Now,
treat A | treat B | Criteria | Conclusion | |
Wait list | Cog Red | 2 | Not different | |
Wait list | Ludovico | 4 | Not different | |
Wait list | Explosive | 6 | Sig.different | |
Cog Red | Ludovico | 2 | Not different | |
Cog Red | Explosive | 4 | Not different | |
Ludovico | Explosive | 2 | Not different |
So, treatments 'Wait list' & 'Explosive' are 'Sig.different'
So, Explosive Therapy is only different or effective over therapy & not any other treatments.
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