A Company Is Researching the Effectiveness of a New Website

Multiple Choice

A company is researching the effectiveness of a new website design to decrease the time to access a website. Five website users were randomly selected, and their times (in seconds) to access the website with the old and new designs were recorded. To compare the times, they computed (new website design time - old website design time) . The results follow. For a 0.01 significance level, what is the decision regarding the hypothesis that the training was effective in improving customer relationships?

A) Reject the null hypothesis and conclude that the new design reduced mean access times.
B) Reject the null hypothesis and conclude that the new design did not reduce mean access times.
C) Fail to reject the null hypothesis.
D) Fail to reject the null hypothesis and conclude that the mean access times are inaccurate.