If using an ANOVA: Single factor and the alpha is set at .05 and the p-value ends up showing 0.173354...what does this explain about the difference in the means between the groups? Solution As the p value (= 0.173354) > Significance level (= 0.05), we fail to reject null hypothesis. The verbal conclusion is that there is no difference in the means between the groups. Hope this helped!.