Introduction to the Chi Square Test of Independence (1 of 2)
Contingency tables are used to
examine the relationship between subjects' scores on two
qualitative
or categorical variables. For example, consider the hypothetical
experiment on the effectiveness of early childhood intervention
programs described in another
section. In
the experimental group, 73 of 85 students graduated from high school.
In the control group, only 43 of 82 students graduated. These data
are depicted in the contingency table shown below.
|
Graduated |
Failed to
Graduate |
Total |
Experimental |
73 |
12 |
85 |
Control |
43 |
39 |
82 |
Total |
116 |
51 |
167 |
The cell
entries are cell frequencies. The top left cell with a "73" in it
means that 73 subjects in the experimental condition went on to
graduate from high school; 12 subjects in the experimental condition
did not. The table shows that subjects in the experimental condition
were more likely to graduate than were subjects in the control
condition. Thus, the column a subject is in (graduated or failed to
graduate) is contingent upon (depends on) the row the subject is in
(experimental or control condition).