Yet as figure 2 suggests, the distribution of the propensity score of non-users in our sample is highly skewed to the right, while that of the users is skewed oppositely. This raises a concern about matching relatively dissimilar plots under the simple NNM method. Moreover, Abadie and Imbens (2011) show that simple NNM estimators are generally not root-N consistent.