ELIE can be interpreted as a minimum income scheme, financed by lump-sum taxes. It may induce social waste as individuals with a low taste for working may opt for voluntary unemployment. We simulate the magnitude of this social waste with microdata for Belgium and compare ELIE with a firstbest scheme and a second-best scheme (based on a linear income tax), implementing the same minimum income. As expected, the social waste induced by ELIE is intermediate between the social waste induced by the first- and second-best schemes. Assumptions about the preferences of the voluntarily unemployed play a crucial role.