Question

Suppose the director a drug rehabilitation center selected 30 individuals from the population of applicants to...

Suppose the director a drug rehabilitation center selected 30 individuals from the population of applicants to her program and randomly assigned 10 to treatment 1, 10 to treatment 2 and 10 to treatment 3. After 5 weeks of treatment, a manual dexterity test is administered for which a higher score indicates greater manual dexterity. Suppose the scores on the manual dexterity test are as follows:

Treatment 1

Treatment 2

Treatment 3

6

4

6

10

2

2

8

3

2

6

5

6

9

1

4

8

3

5

7

2

3

5

2

5

6

4

3

5

4

4

Question Parts:

A. Compute the ANOVA for the data using SPSS.

B. Verify manually (work out using pencil/paper) that h2matches your SPSS result. Make sure to show your work.

C. Compute ω2for the data.

D. In not more than 5 lines summarize your findings including interpreting the results of your analysis in the context of the problem. Make sure to refer to the means, F statistic, p-value, effect size etc. in your write-up.

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Answer #1

a)

H0: There is no significance difference among the means of three treatments

H1: There is significance difference among the means of three treatments

Let the los be alpha = 5%

From SPSS output

Here P-value = 0.000 < alpha 0.05 so we reject H0

Thus we conclude that there is significance difference among the means of three treatments

b)

From the given data

1 2 3 4 5 6 7 8 9 10 Total Ti^2/ni
Treatment 1 6 10 8 6 9 8 7 5 6 5 70 490
Treatment 2 4 2 3 5 1 3 2 2 4 4 30 90
Treatment 3 6 2 2 6 4 5 3 5 3 4 40 160
Total: 140 740

Given n-10, k-3, V- 30 1 Grand Total :G140 2.Correct factor: G2 140 M 30 с.f.-_-_-53.333 2_^ f -800 3.Total S.S-22-cf-800-653.333 146.6667 . Between groups: Treatment Š s--ΣΤ-c. f.-740-653333-866667 5.Within groups Error S.S.-Total S.S.-treatment S.S. - 146.6667-86.6667 60

One-way ANOVA: Treatment 1, Treatment 2, Treatment 3 Source DE Factor 2 86.67 43.33 19.50 0.000 Error 27 60.00 2.22 Total 29 146.67 MS

Here P-value < alpha 0.05

so we reject H0

Thus we conclude that there is significance difference among the means of three treatments

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