There are very few studies in Canada, however, there are a couple studies in the U.S. that estimates mal-employment, particularly amongst university graduates to be anywhere between 30 to 6 percent in terms of productivity and that then says that there is a significant under-contribution to the overall economic activities of the society as a whole. 