The comprehensive quality index (CQI) method which is used in evaluating the response performance of an ion-selective electrode has been presented recently. Under this strategy, a set of weighting factors ( f s , f LR , f LD , f t ,) involving a numerical calculation of CQI is the key parameter, not only influencing the magnitude of CQI value, but also inducing a different conclusion on the optimization of composition for poly(vinyl chloride) (PVC)-based sensing membranes, which was formulated with an electroactive substance, PVC, and plasticizer. In the present work, two techniques, multivariate regression and extremum analysis of a multiple function are 469 used to study the optimization of the weighting factor. The best set of weighting factors obtained is as follows: f s ¼ 0.38, f LR ¼ 0.30, f LD ¼ 0.20, f t , ¼ 0.10.