A recent study of the relationship between social activity and education showed the following results. The appropriate test to analyze the relationship between social activity and education is:
A)Regression analysis
B)Analysis of variance
C)Contingency table analysis
D)Goodness-of-fit

Question

A recent study of the relationship between social activity and education showed the following results.  The appropriate test to analyze the relationship between social activity and education is:
A)Regression analysis 
B)Analysis of variance 
C)Contingency table analysis 
D)Goodness-of-fit

Quizplus · Accepted Answer

Contingency table analysis is the appropriate test to analyze the relationship between two categorical variables, such as social activity and education. This type of analysis allows for the comparison of proportions and the testing of independence between the two variables. Regression analysis is used for analyzing the relationship between a dependent variable and one or more independent variables, and may not be appropriate if both variables are categorical. Analysis of variance is used to compare means across two or more groups, and may not be appropriate if both variables are categorical. Goodness-of-fit is used to test the goodness of fit between observed and expected frequencies, and may not be appropriate for analyzing the relationship between two variables.

A Recent Study of the Relationship Between Social Activity and Education