Table A-7. Imputed amounts for total higher education R&D expenditures, by survey population and source of funds: FY 2016

(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 71,833 69 0.1
Federal government 38,794 42 0.1
State and local government 4,025 7 0.2
Institution funds 17,975 15 0.1
Institutionally financed research 11,471 5 0.0
Cost sharing 1,431 1 0.1
Unrecovered indirect costs 5,073 9 0.2
Business 4,211 1 0.0
Nonprofit organizations 4,615 2 0.0
All other sources 2,214 3 0.1
Short form institutions
All sources 138 6 4.4
Federal government 67 3 4.2
State and local government 8 1 7.6
Institution funds 40 2 4.2
Institutionally financed research 34 1 4.3
Cost sharing 2 0 2.3
Unrecovered indirect costs 3 0 4.3
Business 5 0 6.1
Nonprofit organizations 14 0 3.1
All other sources 4 0 3.6