In: Statistics and Probability
Consumers can purchase nonprescription medications at food
stores, mass merchandise stores such as Target and Wal-Mart, or
pharmacies. About 45% of consumers make such purchases at
pharmacies. What accounts for the popularity of pharmacies, which
often charge higher prices?
A study examined consumers' perceptions of overall performance of
the three types of stores, using a long questionnaire that asked
about such things as "neat and attractive store," "knowledgeable
staff," and "assistance in choosing among various types of
nonprescription medication." A performance score was based on 27
such questions. The subjects were 206 people chosen at random from
the Indianapolis telephone directory. Here are the means and
standard deviations of the performance scores for the sample.
Store type | x | s |
Food stores | 18.72 | 24.60 |
Mass merchandisers | 32.63 | 33.38 |
Pharmacies | 48.8 | 35.62 |
We do not know the population standard deviations, but a sample standard deviation s from so large a sample is usually close to σ. Use s in place of the unknown σ in this exercise.
(a) What population do you think the authors of the study want to draw conclusions about?
i)pharmacies
ii)sick people
iii)citizens of Indianapolis
iv)food stores
v)the American public
What population are you certain they can draw conclusions
about?
i)food stores
ii)citizens of Indianapolis
iii) the American public
iv)pharmacies
v)sick people
(b) Give 95% confidence intervals for the mean performance for each
type of store. (Round your answers to three decimal places.)
Food stores ( , )
Mass merchandisers ( , )
Pharmacies ( , )
(c) Based on these confidence intervals, are you convinced that
consumers think that pharmacies offer higher performance than the
other types of stores? (In Chapter 12, we will study a statistical
method for comparing means of several groups.)
i)Yes, the pharmacy interval is well above the others.
ii)Yes, the mass merchandiser interval is well above the others.
iii)Yes, the food store interval is well below the others.
iv)No, there is no clear evidence of a significant difference.
(a) What population do you think the authors of the study want to draw conclusions about?
(v) the American Public
-------------
What population are you certain they can draw conclusions about?
ii) citizens of Indianapolis
(b)
Food store:
Mass merchandisers:
Pharmacies:
(c)
The interval for Pharmacies have all values greater than other interval so it is well above the others.
Correct option:
i)Yes, the pharmacy interval is well above the others.