A study conducted by the U.S. Department of Education as part of the review of Directive No. 15 found that when categories such as other or multiracial are used, schools typically aggregate these data into the broad Federal category that is deemed most appropriate by the school staff before reporting the information to the Federal government. (NCES 96-092)