Many variables of interest to comparative economists are difficult to measure or are unavailable for empirical research. To test for the effects of such variables, we offer a methodology based on examining the bias that is introduced when such variables are omitted from a model's estimation. Further, our methodology is able to use data that are available only for some countries, using a procedure to estimate missing observations.