S4 June 2007 Q1
1. A medical student is investigating two methods of taking a person’s blood pressure. He takes a random sample of 10 people and measures their blood pressure using an arm cuff and a finger monitor. The table below shows the blood pressure for each person, measured by each method.
| Person | A | B | C | D | E | F | G | H | I | J |
|---|---|---|---|---|---|---|---|---|---|---|
| Arm cuff | 140 | 110 | 138 | 127 | 142 | 112 | 122 | 128 | 132 | 160 |
| Finger monitor | 154 | 112 | 156 | 152 | 142 | 104 | 126 | 132 | 144 | 180 |
(a) Use a paired \(t\)-test to determine, at the 10% level of significance, whether or not there is a difference in the mean blood pressure measured using the two methods. State your hypotheses clearly. (8)
(b) State an assumption about the underlying distribution of measured blood pressure required for this test. (1)
| Scheme | Marks |
|---|---|
| \(d:\ 14\ \ 2\ \ 18\ \ 25\ \ 0\ \ -8\ \ 4\ \ 4\ \ 12\ \ 20\) | M1 |
| \(\bar{d} = \pm 9.1 \qquad s_d = \sqrt{106.7} = 10.332..\) \(\left(\sum d = 91, \quad \sum x^2 = 1789\right)\) | A1 A1 |
| \(\mathrm{H}_0 : \mu_d = 0 \qquad \mathrm{H}_1 : \mu_d \neq 0\) | B1 |
| \(t = \pm\dfrac{9.1\sqrt{10}}{10.332} = \pm 2.785\) awrt \(\pm 2.78\) or 2.79 | M1 A1 |
| Critical value \(t_9 = \pm 1.833\) | B1 |
| Significant. There is a difference between blood pressure measured by arm cuff and finger monitor. | A1 |
| (8) |
Notes
One tail test loses the first B1. CV is 1.383 in this case. Can get 7/8
| Scheme | Marks |
|---|---|
| The difference in measurements of blood pressure is normally distributed | B1 |
| (1) |
Notes
Looking for the difference in measurements. Not just it is normally distributed.