Question

In: Statistics and Probability

A clinical trial is run to investigate the effectiveness of an experimental drug in reducing preterm...

A clinical trial is run to investigate the effectiveness of an experimental drug in reducing preterm delivery to a drug considered standard care and to placebo. Pregnant women are enrolled and randomly assigned to receive either the experimental drug, the standard drug or placebo. Women are followed through delivery and classified as delivering preterm (< 37 weeks) or not. The data are shown below.

Preterm Delivery

Experimental Drug

Standard Drug

Placebo

Yes

20

32

36

No

80

68

64

a) Is there a statistically significant difference in the proportions of women delivering preterm among the three treatment groups? Run the test at a 5% level of significance.(hint: χ2 test) (10 points)

Ho:                                                        VS   H1:

Compute : χ2 (7 points):

P-value(1 point)

Conclusion(1 points):

                       Accept H0                                                                      Reject H0         

Solutions

Expert Solution

Ho:

there is no difference in the proportions of women delivering preterm among the three treatment groups

Ha: there is a statistically significant difference in the proportions of women delivering preterm among the three treatment groups

Applying chi square test:

Oi Experimental Standard Drug Placebo Total
Yes 20 32 36 88
not meet 80 68 64 212
total 100 100 100 300
Expected Ei=row total*column total/grand total Experimental Standard Drug Placebo Total
Yes 29.333 29.333 29.333 88
not meet 70.667 70.667 70.667 212
total 100 100 100 300
chi square    χ2 =(Oi-Ei)2/Ei Experimental Standard Drug Placebo Total
Yes 2.9697 0.2424 1.5152 4.727
not meet 1.2327 0.1006 0.6289 1.962
total 4.202 0.343 2.144 6.6895

χ2 =6.6895

degree of freedom(df) =(rows-1)*(columns-1)= 2

for 2 degree of freedom and above test statistic ; p value =0.0353

Conclusion:Reject Ho


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