Coursework and credit planning

Paired vs. independent t-tests

Learn to identify paired and independent samples using a before-and-after example and a short statistics practice question.

Check how the observations were collected

Scores from the same students before and after a workshop are paired because each score has a natural match. Scores from two separate groups of students, with no matching between groups, are an independent-samples setup.

Explain your choice before using software

Write one sentence identifying who was measured and whether observations are linked. In a paired t-test, the analysis uses the differences within pairs. Check the assumptions and instructions for your course before choosing the exact procedure.

Try it yourself

A class records the same 12 students’ quiz scores before and after a study session. Are the two sets paired or independent?

Show the answer

Paired. Each student has a before score and a corresponding after score, so the observations are linked by student.