Within the realm of Six Process Improvement methodologies, Chi-squared analysis serves as a crucial instrument for evaluating the relationship between discreet variables. It allows professionals to determine whether recorded counts in various categories vary significantly from predicted values, helping to uncover possible causes for operational var