The researchers compared concentration levels in women with endometriosis using statistical tests. They focused on means of concentrations but should have compared entire distributions. Tests used were not suitable for comparing means accurately. Assumptions of normality and equal variances were not met, leading to potential errors in the results. Nonparametric tests used were also biased and did not provide complete information on concentration differences.