According to the analysis of variance (ANOVA), models were significant on different characteristics of chicken ball with the addition of various concentrations of carrageenan, gelatin and meat concentration. In manystudies, the optimum point was determined based on the highest desirability to the responses. The input to the procedure was the range of process parameters as used in experi-mental runs, whereas the target factors were chosen as the mini-mized condition for carrageenan, maximized condition for gelatin, and in range condition for meat concentration. The reason of the variables were to be maximized, minimized or in range in order to know what the “best” proportions of the factors are so as to maximize (or minimize) a response.