Question

In: Statistics and Probability

Consider the data shown in the following table. Identify any modifications that would result in a...

  1. Consider the data shown in the following table.
    1. Identify any modifications that would result in a more effective table.
    2. Comment the characteristics of participants.

Baseline Characteristics of Participants in Randomized Trial

Characteristic

Treatment Group

(n = 361)

Placebo Group

(n = 344)

Age, years

45.8

47.6

Male sex

201

198

Systolic blood pressure

128.25 ± 14.2

121.7 ± 13.91

Race/ethnicity

Asian

184

180

White

107

100

Hispanic

70

64

Solutions

Expert Solution

Solution

Part (a)

Since sample sizes are different, it is advisable to represent categorical variables in terms of proportions (percentages) to afford a more meaningful comparison. The following table shows this modifications:

Characteristic

Treatment Group

Placebo Group

(n = 361)

(n = 344)

Age, years

45.8

47.6

Male sex (%)

55.68

57.56

Systolic

blood pressure

128.25 ± 14.2

121.7 ± 13.91

Race/ethnicity (%)

Asian

50.97

52.33

White

29.64

29.07

Hispanic

19.39

18.60

Answer

Part (b)

With the above modifications, it is clear that the representation of all the categorical variables have been fairly uniform between the two groups under study.

On the response variable, Systolic blood pressure, the Treatment Group has a higher mean value than the Control Group. However, in terms of variability the two groups do not differ.

Since the response variable is known to be age-related, the observed difference might be more pronounced if the age variable is also factored into the analysis.

Answer


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