The Kruskal-Wallis test is a method used to compare multiple groups of data without needing them to follow a normal distribution. It helps determine if there is a difference among the groups, but doesn't pinpoint where the difference lies. This test is useful when certain conditions are met, and statistical programs can calculate its significance. By evaluating the medians or mean ranks of the groups, researchers can draw logical conclusions about the data.