Table A-7. Imputed amounts for total higher education R&D expenditures, by survey population and source of funds: FY 2015
(Dollars in millions)
| Survey population and source of funds |
All separately budgeted R&D expenditures |
Imputed amount |
Imputed amount as % of total |
| Institutions in the standard form population |
|
|
|
| All sources |
68,668 |
73 |
0.1 |
| Federal government |
37,877 |
43 |
0.1 |
| State and local government |
3,812 |
11 |
0.3 |
| Institution funds |
16,712 |
11 |
0.1 |
| Business |
4,001 |
1 |
0.0 |
| Nonprofit organizations |
4,237 |
5 |
0.1 |
| All other sources |
2,029 |
3 |
0.2 |
| Institutions in the short form population |
|
|
|
| All sources |
140 |
4 |
2.8 |
| Federal government |
63 |
2 |
3.1 |
| State and local government |
9 |
0 |
4.3 |
| Institution funds |
44 |
1 |
2.6 |
| Business |
5 |
0 |
2.8 |
| Nonprofit organizations |
15 |
0 |
1.1 |
| All other sources |
4 |
0 |
1.7 |
