Title: Analyzing the Effectiveness of a Marketing Campaign
In response to an advertisement, suppose that in past campaigns, 31.6% of customers identified as likely respondents did not respond to a nationwide direct marketing campaign. The analysts selected a random sample of 1500 customers and found that 441 did not respond to the marketing campaign. The marketing analysts want to use a one-sample z-test to see if the proportion of customers who did not respond to the advertising campaign, p, has decreased since they updated their model. They decide to use a significance level of α = 0.05.
Select the correct null (H0) and alternative (Ha) hypotheses.
A) H0: p = 0.294 and Ha: p < 0.294
B) H0: p > 0.316 and Ha: p < 0.316
C) H0: p = 0.316 and Ha: p < 0.316
D) H0: p = 0.316 and Ha: p > 0.316
Determine the P-value for this test. Give your answer precise to at least three decimal places.
P-value: 0.0002