You recently sent out a survey to determine if the percentage of
adults who use social media has changed from 62%, which was the
percentage of adults who used social media five years ago. Of the
2371 people who responded to survey, 1650 stated that they
currently use social media.
a) Use the data from this survey to construct a
93% confidence interval estimate of the proportion of adults who
use social media. Record the result below in the form of
(#,#)(#,#). Round your final answer to four decimal places.
b) Can you conclude that the percentage of adults
who use social media has changed? Explain.
c) If it has changed, has it increased or decreased?
Answer:
a)
Given,
To determine the interval
p^ = x/n
= 1650/2371
p^ = 0.6959
Now at 93% confidence interval the critical value is z = 1.812
Interval = p^ +/- z*sqrt(p^(1 - p^)/n)
substitute the known values
= 0.6959 +/- 1.812*sqrt(0.6959(1 - 0.6959)/2371)
= 0.6959 +/- 0.01712
= (0.6959 - 0.01712 , 0.6959 + 0.01712)
Interval = (0.6788 , 0.7130)
b)
Here by observing we can say that option B is correct answer
i.e.,
Yes, because the the proportion of adults who used social media five years ago is not inside the
confidence interval.
c)
Here we can say that, if it has changed, the percentage decreased.
i.e.,
Option B is right answer.
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