[3] The National Science Foundation (NSF) identifies the main categories of R&D performers to be the following: businesses, federal agency intramural R&D facilities, federally funded research and development centers (administered by businesses, universities/colleges, or nonprofit organizations), universities and colleges, and other nonprofit organizations.