Within the scope of Six Sigma methodologies, Chi-Square examination serves as a crucial instrument for assessing the association between group variables. It allows professionals to determine whether observed occurrences in different categories vary remarkably from predicted values, supporting to uncover potential reasons for system instability. Thi