25.11.2014 Views

Biostatistics

Create successful ePaper yourself

Turn your PDF publications into a flip-book with our unique Google optimized e-Paper software.

13.3 THE SIGN TEST 677<br />

EXAMPLE 13.3.2<br />

Adentalresearchteamwishedtoknowifteachingpeoplehowtobrushtheirteethwould<br />

be beneficial. Twelve pairs of patients seen in a dental clinic were obtained by carefully<br />

matching on such factors as age, sex, intelligence, and initial oral hygiene scores. One<br />

member of each pair received instruction on how to brush his or her teeth and on other<br />

oral hygiene matters. Six months later all 24 subjects were examined and assigned an<br />

oral hygiene score by a dental hygienist unaware of which subjects had received the<br />

instruction. A low score indicates a high level of oral hygiene. The results are shown in<br />

Table 13.3.3.<br />

Solution:<br />

1. Data. See problem statement.<br />

2. Assumptions. We assume that the population of differences between<br />

pairs of scores is a continuous variable.<br />

3. Hypotheses. If the instruction produces a beneficial effect, this fact<br />

would be reflected in the scores assigned to the members of each pair. If<br />

we take the differences X i Y i , we would expect to observe more ’s<br />

than þ’s if instruction had been beneficial, since a low score indicates a<br />

higher level of oral hygiene. If, in fact, instruction is beneficial, the<br />

median of the hypothetical population of all such differences would be<br />

less than 0, that is, negative. If, on the other hand, instruction has no<br />

effect, the median of this population would be zero. The null and<br />

alternate hypotheses, then, are:<br />

TABLE 13.3.3 Oral Hygiene Scores of 12<br />

Subjects Receiving Oral Hygiene Instruction (X i )<br />

and 12 Subjects Not Receiving Instruction (Y i )<br />

Score<br />

Pair Number Instructed (X i ) Not Instructed (Y i )<br />

1 1.5 2.0<br />

2 2.0 2.0<br />

3 3.5 4.0<br />

4 3.0 2.5<br />

5 3.5 4.0<br />

6 2.5 3.0<br />

7 2.0 3.5<br />

8 1.5 3.0<br />

9 1.5 2.5<br />

10 2.0 2.5<br />

11 3.0 2.5<br />

12 2.0 2.5

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!