The study compared different tests for checking if data fits a 'zig-zag' pattern. The Discrete Kolmogorov-Smirnov test is best for a decreasing trend, while the Pearson Chi-Square test is better for other patterns like increasing or bimodal. The tests are sensitive to different types of patterns in the data.