A pharmaceuticals company claims to have developed a cure fo
A pharmaceuticals company claims to have developed a cure for the common cold. In order to test whether this is true, one group of recent cold-sufferers was given this medicine and another group was given a placebo instead. The selection process was completely random.
The participants were examined two hours after they were given the medicine or placebo. The results are tabulated below:
You plan to test whether the medicine has any effect on the cold by conducting a chi-square test for association on the data available. Calculate the chi-square test statistic (2) using SPSS. Give your answer to 4 decimal places.
a)2 =
b)At = 0.05, the null hypothesis that the medicine has no effect is (rejected or not rejected).
| Placebo | Medicine | Total | |
|---|---|---|---|
| No Effect | 33 | 43 | 76 |
| Cold Cured | 25 | 32 | 57 |
| Total | 58 | 75 | 133 |
Solution
a)
Doing an Expected Value Chart,
33.14285714 42.85714286
24.85714286 32.14285714
Using chi^2 = Sum[(O - E)^2/E],
chi^2 = 0.002547893 [ANSWER]
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b)
With df = (a - 1)(b - 1), where a and b are the number of categories of each variable,
a = 2
b = 2
df = 1
Thus, the critical value is
significance level = 0.05
chi^2(critical) = 3.841458821
As chi^2 < 3.8414, we the null hypothesis that the medicine has no effect is NOT REJECTED. [ANSWER]
