The researchers compared two statistical methods, ANOVA and MANOVA, for analyzing data from a study on blood pressure changes during stress tests. They found that MANOVA showed similar results to ANOVA but may be more appropriate due to certain assumptions. The study also showed that profile analysis can be more informative than paired t-tests in certain situations.