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  | 
||||||
| 
 Cases  | 
||||||
| 
 Valid  | 
 Missing  | 
 Total  | 
||||
| 
 N  | 
 Percent  | 
 N  | 
 Percent  | 
 N  | 
 Percent  | 
|
| 
 Opinion * Community  | 
 96  | 
 100.0%  | 
 0  | 
 0.0%  | 
 96  | 
 100.0%  | 
| 
 Opinion * Community Crosstabulation  | 
||||||
| 
 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  | 
||
  | 
|||
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.