Since Lombroso did not compare his offender sample with a non-offender control group, which could have led to the influence of an assortment of confounding variables that might have equally explained higher crime rates in certain groups of people. For example, research has demonstrated links between crime and social conditions such as poverty and poor educational outcomes. This would explain why offenders were more like to be unemployed, for example