Within the scope of Six Sigma methodologies, Chi-Square analysis serves as a crucial instrument for assessing the relationship between group variables. It allows professionals to establish whether observed counts in different groups differ significantly from anticipated values, helping to uncover likely causes for operational variation. This mathem