In: Statistics and Probability
An article in a journal reports that 34% of American fathers take no responsibility for child care. A researcher claims that the figure is higher for fathers in the town of Littleton. A sample of 234 fathers from Littleton yielded 96 who did not help with child care. Use the critical value method to test the researcher's claim at the 0.05 significance level. Does the article report need to be corrected?
Solution :
This is the right tailed test .
The null and alternative hypothesis is
H0 : p = 0.34
Ha : p > 0.34
= x / n = 96/234 = 0.4103
P0 = 0.34
1 - P0 = 1 -0.34 = 0.66
= 0.05
The critical value for a right-tailed test is zc=1.645
The rejection region for this right-tailed test is z >1.645
Test statistic = z
= - P0 / [P0 * (1 - P0 ) / n]
= 0.4103- 0.34 / [0.34*(0.66) /234 ]
= 2.269
P(z > 2.269) = 1 - P(z < 2.269) = 0.0116
P-value = 0.0116
= 0.05
0.0116< 0.05
Reject the null hypothesis .
There is sufficient evidence to suggest that figure is higher for fathers in the town of Littleton.
The article report need to be corrected