In: Statistics and Probability
An agency reports that historically 11.7% of workers in a particular country belong to unions. Suppose a sample of 300 workers is collected to determine whether union efforts to organize have increased union membership.
(a)
Formulate the hypotheses that can be used to determine whether union membership has increased.
H0: p ≤ 0.117
Ha: p > 0.117
H0: p < 0.117
Ha: p ≥ 0.117
H0: p > 0.117
Ha: p ≤ 0.117
H0: p = 0.117
Ha: p ≠ 0.117
H0: p ≥ 0.117
Ha: p < 0.117
(b)
If the sample results show that 36 of the workers belonged to unions, what is the p-value for your hypothesis test?
Find the value of the test statistic. (Round your answer to two decimal places.)
Find the p-value. (Round your answer to four decimal places.)
p-value =
(c)
At
α = 0.05,
what is your conclusion?
Do not reject H0. There is insufficient evidence to conclude that there has been an increase in union membership.Do not reject H0. There is sufficient evidence to conclude that there has been an increase in union membership. Reject H0. There is insufficient evidence to conclude that there has been an increase in union membership.Reject H0. There is sufficient evidence to conclude that there has been an increase in union membership.
a)
Ho : p ≤ 0.117
H1 : p > 0.117
b)
Number of Items of Interest, x =
36
Sample Size, n = 300
Sample Proportion , p̂ = x/n =
0.1200
Standard Error , SE = √( p(1-p)/n ) =
0.019
Z Test Statistic = ( p̂-p)/SE = (
0.1200 - 0.117 ) /
0.0186 = 0.16
p-Value = 0.4358 [Excel function
=NORMSDIST(-z)
c)
Do not reject H0. There is insufficient evidence to conclude that there has been an increase in union membership.