Within the framework of Six Process Improvement methodologies, Chi-Square analysis serves as a crucial tool for assessing the connection between discreet variables. It allows professionals to determine whether observed frequencies in various groups differ noticeably from anticipated values, helping to uncover possible factors for operational fluctu