full2.gif (11401 bytes)
t Test for Correlated Samples
(A worked Problem:  Procedure explained in more detail
in Chapter 12)


Some investigators have proposed that students have elevated blood pressure during finals week.  To test this hypothesis 8 students volunteered to have their blood pressure taken at the beginning of the semester and then again during finals week. The blood pressure data (diastolic) is listed below.  Conduct a t test to determine if there is a difference between the first week and finals week.

Student Week 1 Finals Week
Rod 89 92
William 76 78
Barbara 84 92
Marvin 89 94
Dennis 74 93
Karen 66 74
Mora 56 65
Michael 74 73

I.  Because we have two correlated samples we will conduct a t test for correlated samples.

II.  State the hypotheses

    A.  Null Hypothesis

    B.  Research Hypothesis

III.  Compute the standard error of the difference using the difference method

    A.  Compute the differences (D)

Student Week 1 Finals Week D
Rod 89 92 -3
William 76 78 -2
Barbara 84 92 -8
Marvin 89 94 -5
Dennis 74 93 -19
Karen 66 74 -8
Mora 56 65 -9
Michael 74 73 1
Total     -53

    B. Compute the mean of the differences

        cor t1.gif (1212 bytes)

        Note:  n = the number of pairs

    C.  Square the differences

Student Week 1 Finals Week D D2
Rod 89 92 -3 9
William 76 78 -2 4
Barbara 84 92 -8 64
Marvin 89 94 -5 25
Dennis 74 93 -19 361
Karen 66 74 -8 64
Mora 56 65 -9 81
Michael 74 73 1 1
Total     -53 609

     D.  Compute the standard error of the difference

            cor t2.gif (2493 bytes)

IV.  Compute t

            cor t3.gif (1295 bytes)

V.  The significance of t

   A.  Compute the degrees of freedom

        df = n - 1 = 8 - 1 = 7

        Note:  n = the number of pairs

    B.  Look up the critical value in Table T using the column for a one-tailed research hypothesis

        C. V. = 1.895

    C.  Conculusion:  because the computed t, 3.087, is greater than the critical value, 1.895, 
            we can reject Ho and accept H1.  Therefore students have significantly higher
            blood pressure during finals week than they do during the first week of the semester.

Copyright © 2004 by Mark W. Vernoy