The Between-Subjects t-test
John K. Adams
To
calculate the between-subjects t, complete the following steps:
1. Estimate the population variance for each
group:
where ![]()
(Note that you will need the two
anyway to present
alongside the means as descriptive statistics.)
Also, in the notation used here (which is standard),
the subscript i points to scores within groups; the subscript j
points to the groups themselves.
2. Pool the variance estimates:
If equal N:
(a simple
average of the two variance estimates)
If unequal N:
(really a weighted
average based on Ns)
3. Get the standard error of the difference
(denominator of t):

4. Now compute t:
where ![]()
Let’s
work an example.
Suppose
we have the following results from an experiment:
Statistic
|
Group 1 (Experimental) |
Group 2 (Control) |
|
|
|
|
|
Mean |
81.0 |
78.0 |
|
Sample Size (N) |
22 |
20 |
|
Sum of Squares |
252 |
190 |
|
|
|
|
Steps
to take:
1.
Find the population variance estimate for each group (fill in table):
2.
Find the pooled variance estimate:
3.
Get the standard error of the mean:
4.
Compute t:
5.
Look up the calculated value of t in some t-tables. What is the result? What
does the result mean?