A company wishes to update its website and are considering three new designs. To help determine which of the new designs is most effective, when customers visit their website, they are randomly assigned to one of the three designs. The amount of time the customers spend on the website is recorded. The company uses Analysis of Variance (ANOVA) to analyze the times and obtains a P-value of 0.456. Select the most appropriate statement about this test.