Within the scope of Six Process Improvement methodologies, Chi-Square investigation serves as a crucial tool for assessing the connection between discreet variables. It allows practitioners to verify whether recorded frequencies in different groups vary remarkably from expected values, assisting to detect possible causes for operational fluctuation