According to a Pew Research Center study, in May 2011, 43% of all American adults had a smart phone (one which the user can use to read email and surf the Internet). A communications professor at a university believes this percentage is higher among community college students. She selects 281 community college students at random and finds that 145 of them have a smart phone. Then in testing the hypotheses:
H 0 : p = 0.43 versus
H a : p > 0.43,
what is the test statistic?
z = ______. (Please round your answer to two decimal places.)
Solution :
This is the right tailed test .
The null and alternative hypothesis is
H0 : p = 0.43
Ha : p > 0.43
n = 281
= x / n = 145 / 281 = 0.52
P0 = 0.43
1 - P0 = 1 - 0.43 = 0.57
Test statistic = z
= - P0 / [P0 * (1 - P0 ) / n]
= 0.52 - 0.43 / [(0.43*0.57) / 281 ]
= 2.91
Test statistic = z = 2.91
P(z > 2.91) = 1 - P(z < 2.91) = 1 - 0.9982
P-value = 0.0018
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