In: Statistics and Probability
1. Chi-square Test of Independence
A political psychologist is interested in whether the community a person lives in is related to that person's opinion on an upcoming water conservation ballot initiative. The psychologist surveys a random sample of 96 people by phone from three different communities, with the results shown in the table below. At a 10% significance level, is there evidence that opinion on the water conservation ballot initiative depends on community membership?
Case Processing Summary |
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Cases |
||||||
Valid |
Missing |
Total |
||||
N |
Percent |
N |
Percent |
N |
Percent |
|
Opinion * Community |
96 |
100.0% |
0 |
0.0% |
96 |
100.0% |
Opinion * Community Crosstabulation |
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Community |
Total |
|||||
A |
B |
C |
||||
Opinion |
Against |
Count |
18 |
7 |
15 |
40 |
Expected Count |
17.5 |
9.2 |
13.3 |
40.0 |
||
For |
Count |
12 |
6 |
5 |
23 |
|
Expected Count |
10.1 |
5.3 |
7.7 |
23.0 |
||
NoOpinion |
Count |
12 |
9 |
12 |
33 |
|
Expected Count |
14.4 |
7.6 |
11.0 |
33.0 |
||
Total |
Count |
42 |
22 |
32 |
96 |
|
Expected Count |
42.0 |
22.0 |
32.0 |
96.0 |
Chi-Square Tests |
|||
Value |
df |
Asymptotic Significance (2-sided) |
|
Pearson Chi-Square |
2.912a |
4 |
.573 |
Likelihood Ratio |
3.061 |
4 |
.548 |
N of Valid Cases |
96 |
||
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a. Type in the hypotheses. Please make sure to incorporate the problem context (i.e., do not write X and Y).
b. Type in the test statistic found from the SPSS. This is the value listed in the “Pearson Chi- Square” row under the “Value” column.
c. Type in the p-value found from the SPSS output. This is the value listed in the “Pearson Chi- Square” row under the “Asymptotic Significance (2-sided)” column.
d. Type your decision regarding the null hypothesis. e. Type in your conclusion using the context and units from the problem.