Kind of data analysis method


Three samples of 9 members each were selected representing urban, suburban, and rural residents to evaluate their perceptions of family integrity. Family integrity was measured using an interval scale, scoring from 0 to 15. The higher score indicates the higher level of family integrity. On the other hand, the lower score indicates the lower level of family integrity. The results were:

Urban

Suburban

Rural

9

4

10

2

10

15

4

13

7

7

9

12

11

3

6

3

9

8

1

12

14

8

4

7

3

7

5

  1. What kind of data analysis method is more appropriate? Why?
  2. Conduct the data analysis via SPSS. Report the Levene's test result, test statistic, degrees of freedom, p-value, and effect size. Make decision and explain your reason. Attach the necessary output after your answers.
  3. Do you need a follow-up test? Why? If you need a follow-up test, what kind of follow-up test do you use? Report the follow-up test results.

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Basic Statistics: Kind of data analysis method
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