If, in spite of Hone and Graham's remarks, one wants to evaluate user satisfaction with the survey given in Table 1, the question that arises is whether the target to be predicted should really be the sum of all the user-satisfaction scores.
our experiments (Section 2.3) showed a remarkable, but expected, difference in the significance of the predictors when taking different satisfaction-measure sums or even individual scores as the target to be predicted.