Within the framework of Six Sigma methodologies, χ² examination serves as a crucial instrument for evaluating the connection between categorical variables. It allows specialists to verify whether recorded occurrences in various groups differ remarkably from expected values, assisting to identify possible factors for operational variation. This qu