Table A-7. Imputed amounts for total higher education R&D expenditures, by survey population and source of funds: FY 2017

(Dollars in millions)

Survey population and source of funds All R&D expenditures Imputed amount Imputed amount as % of total
Standard form institutions
All sources 75,175 105 0.1
Federal government 40,238 67 0.2
State and local government 4,237 12 0.3
Institution funds 18,884 16 0.1
Institutionally financed research 12,131 7 0.1
Cost sharing 1,570 2 0.1
Unrecovered indirect costs 5,183 7 0.1
Business 4,425 2 0.1
Nonprofit organizations 5,117 5 0.1
All other sources 2,274 4 0.2
Short form institutions
All sources 140 4 3.2
Federal government 68 2 2.6
State and local government 10 0 1.3
Institution funds 38 2 5.3
Institutionally financed research 32 2 5.0
Cost sharing 2 0 6.1
Unrecovered indirect costs 3 0 7.8
Business 4 0 6.7
Nonprofit organizations 16 0 1.1
All other sources 4 0 2.1