The hidden variable method used to estimate the overall Customer Satisfaction Index extracts common variations or only some of the variations that are present in the three explicit variables and satisfy the model's causality. For this reason, customer satisfaction is inconsistent with expectations or the distance to the ideal product is used to estimate overall customer satisfaction.