In the present investigation the problem of estimating the mean of quantitative sensitive variable has been considered. Two different alternative estimators have been suggested when data are obtained through Bar-Lev et al. (2004) randomized response model. The comparison study of the proposed estimators with respect to the Bar-Lev et al. (2004) estimator is carried out. The relative dominance picture is also presented.