“difference in differences” approach can help us identify the effects of some intervention by doing two things. First, we examine the “before” and “after” data for whatever group or jurisdiction has received the treatment, such as the unemployment figures for a county that has implemented a job training program. Second, we compare those data with the unemployment figures over the same time period for a similar county that did not implement any such program.