A 2014 study by a doctoral candidate at UC Berkeley shows that minorities make up a greater percentage of inmates at private prisons than in their public counterparts, largely because minorities are cheaper to incarcerate. According to the study, for-profit prison operators, in particular CCA and GEO Group, accumulate these low-cost inmates "through explicit and implicit exemptions written into contracts between these private prison management companies and state departments of correction".[61]