Table A-7. Imputed amounts for total higher education R&D expenditures, by survey population and source of funds: FY 2018
(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 |
79,286 |
127 |
0.2 |
| Federal government |
41,945 |
85 |
0.2 |
| State and local government |
4,308 |
8 |
0.2 |
| Institution funds |
20,395 |
20 |
0.1 |
| Institutionally financed research |
13,273 |
10 |
0.1 |
| Cost sharing |
1,587 |
1 |
0.1 |
| Unrecovered indirect costs |
5,535 |
9 |
0.2 |
| Business |
4,719 |
4 |
0.1 |
| Nonprofit organizations |
5,439 |
6 |
0.1 |
| All other sources |
2,480 |
4 |
0.2 |
| Short form institutions |
|
|
|
| All sources |
151 |
6 |
4.2 |
| Federal government |
73 |
2 |
3.3 |
| State and local government |
13 |
0 |
2.8 |
| Institution funds |
42 |
2 |
5.5 |
| Institutionally financed research |
37 |
2 |
5.8 |
| Cost sharing |
2 |
0 |
2.2 |
| Unrecovered indirect costs |
3 |
0 |
4.3 |
| Business |
5 |
0 |
5.1 |
| Nonprofit organizations |
13 |
1 |
6.6 |
| All other sources |
3 |
0 |
3.6 |
