Within the framework of Six Process Improvement methodologies, Chi-squared examination serves as a crucial technique for assessing the relationship between categorical variables. It allows practitioners to verify whether recorded frequencies in multiple categories deviate significantly from predicted values, supporting to uncover likely causes for