Farrington et al. studied a group of men who scored high on APD. These individuals had experienced various risk factors during childhood (being neglected, raised by a convicted parent). It could be that these earl experiences caused APD and some of the neural differences associated with it. This suggests the relationship between neural differences, APD and offending is complex and there may be other intervening variables that have an impact.