The self-employment dummy takes the value one if the individual declares in the survey that he/she is self-employed. In the case of Japan, no weights are available in the survey and, hence, unweighted data are used. In the case of Chile, the so-called regional expansion factor is used as a weight, which corrects for the share of the population that participates in the survey.