Within the realm of Six Sigma methodologies, χ² analysis serves as a vital instrument for determining the relationship between group variables. It allows specialists to establish whether recorded frequencies in different classifications vary significantly from anticipated values, supporting to identify likely reasons for operational fluctuation.