A survey of 1001adults in a country, asking "As you may know, as part of its effort to investigate terrorism, a federal government agency obtained records from larger telephone and Internet companies in order to compile telephone call logs and Internet communications. Based on what you have heard or read about the program, would you say that you approve or disapprove of this government program?" Of those surveyed, 531said they disapprove.
a. Determine and interpret the sample proportion.
b. At the 10% significance level, do the data provide sufficient evidence to conclude that a majority (more than 50%) of adults in the country disapprove of this government surveillance program?
Given:
Sample size (Number of adults) = n = 1001
Number of adults disapprove = x = 531
a)Sample proportion:
b)
Null and alternative hypothesis:
This corresponding to a right-tailed test, for which a z-test for one population proportion needs to be used.
Test statistic:
Using the P-value approach:
P(Z>1.928) = 0.0269
The p-value is p = 0.0269 …Using standard normal table
And α = 0.10
Since p = 0.0269<0.10, it is
concluded that the Null Hypothesis is rejected.
Conclusion: It is concluded that the null hypothesis is rejected.
Therefore, there is enough evidence to claim that majority
(more than 50%) of adults in the country disapprove of this
government surveillance program at 0.10 level of
significance.
Done
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