In: Statistics and Probability
Several years ago, 36% of parents who had children in grades K-12 were satisfied with the quality of education the students receive. A recent poll asked 1 comma 205 parents who have children in grades K-12 if they were satisfied with the quality of education the students receive. Of the 1 comma 205 surveyed, 498 indicated that they were satisfied. Construct a 95% confidence interval to assess whether this represents evidence that parents' attitudes toward the quality of education have changed.
What are the null and alternative hypotheses?
Upper H 0: p ?
Upper H 1: p ?
(Round to two decimal places as needed.)
Use technology to find the 99% confidence interval.
The lower bound is
The upper bound is
(Round to two decimal places as needed.)
What is the correct conclusion?
A.
Since the interval does not contain the proportion stated in the null hypothesis, there is sufficient evidence that parents' attitudes toward the quality of education have changed.
B.
Since the interval contains the proportion stated in the null hypothesis, there is sufficient evidence that parents' attitudes toward the quality of education have changed.
C.
Since the interval contains the proportion stated in the null hypothesis, there is insufficient evidence that parents' attitudes toward the quality of education have changed.
D.
Since the interval does not contain the proportion stated in the null hypothesis, there is insufficient evidence that parents' attitudes toward the quality of education have changed.
Below are the null and alternative Hypothesis,
Null Hypothesis, H0: p = 0.36
Alternative Hypothesis, Ha: p ≠ 0.36
sample proportion, = 0.4133
sample size, n = 1205
Standard error, SE = sqrt(pcap * (1 - pcap)/n)
SE = sqrt(0.4133 * (1 - 0.4133)/1205) = 0.0142
Given CI level is 99%, hence α = 1 - 0.99 = 0.01
α/2 = 0.01/2 = 0.005, Zc = Z(α/2) = 2.576
Margin of Error, ME = zc * SE
ME = 2.576 * 0.0142
ME = 0.0366
CI = (pcap - z*SE, pcap + z*SE)
CI = (0.4133 - 2.576 * 0.0142 , 0.4133 + 2.576 * 0.0142)
CI = (0.3767 , 0.4499)
Lower bound = 0.38
Upper bound = 0.45
A.
Since the interval does not contain the proportion stated in the null hypothesis, there is sufficient evidence that parents' attitudes toward the quality of education have changed.