The Mann-Whitney U test and the Wilcoxon signed-rank test are statistical tests used to compare two sets of data when certain conditions are met. These tests help determine if there is a significant difference between the two groups being studied. They focus on comparing the medians of the populations and evaluating any disparities. By running these tests through statistical programs, researchers can calculate the significance, or p-value, of their findings.