In: Statistics and Probability
In a survey of 3470 adults aged 57 through 85 years, it was found that 82.3% of them used at least one prescription medication. Complete parts (a) through (c) below. a. How many of the 3470 subjects used at least one prescription medication? nothing (Round to the nearest integer as needed.) b. Construct a 90% confidence interval estimate of the percentage of adults aged 57 through 85 years who use at least one prescription medication. nothing%less thanpless than nothing% (Round to one decimal place as needed.) c. What do the results tell us about the proportion of college students who use at least one prescription medication? A. The results tell us that there is a 90% probability that the true proportion of college students who use at least one prescription medication is in the interval found in part (b). B. The results tell us nothing about the proportion of college students who use at least one prescription medication. C. The results tell us that, with 90% confidence, the probability that a college student uses at least one prescription medication is in the interval found in part (b). D. The results tell us that, with 90% confidence, the true proportion of college students who use at least one prescription medication is in the interval found in part (b).
Solution:
Sample size = n = 3470
Sample proportion = = probability of adults aged 57 through 85 years used at least one prescription medication = 0.823
Part a. How many of the 3470 subjects used at least one prescription medication?
Number of subjects used at least one prescription medication = 3470 x 0.823
Number of subjects used at least one prescription medication = 2855.81
Number of subjects used at least one prescription medication = 2856
Part b. Construct a 90% confidence interval estimate of the percentage of adults aged 57 through 85 years who use at least one prescription medication.
Formula:
where
Zc is z critical value for c = 90% confidence level.
Find Area = ( 1 + c ) / 2 = ( 1 + 0.90) / 2 = 1.90 / 2 = 0.9500
Look in z table for Area = 0.9500 or its closest area and find corresponding z value.
Area 0.9500 is in between 0.9495 and 0.9505 and both the area are at same distance from 0.9500
Thus we look for both area and find both z values
Thus Area 0.9495 corresponds to 1.64 and 0.9505 corresponds to 1.65
Thus average of both z values is : ( 1.64+1.65) / 2 = 1.645
Thus Zc = 1.645
Thus
Thus
Part c . What do the results tell us about the proportion of college students who use at least one prescription medication?
Since the study is about adults aged 57 through 85 years who used at least one prescription medication , confidence interval should say about adults aged 57 through 85 years , not about the college students.
Thus correct option is:
B. The results tell us nothing about the proportion of college students who use at least one prescription medication.