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 |
