Table A-7. Imputed amounts for total higher education R&D expenditures, by survey population and source of funds: FY 2014
(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 HERD Survey population |
|
|
|
| All sources |
67,155 |
97 |
0.1 |
| Federal government |
37,922 |
61 |
0.2 |
| State and local government |
3,869 |
12 |
0.3 |
| Institution funds |
15,754 |
18 |
0.1 |
| Business |
3,725 |
2 |
0.0 |
| Nonprofit organizations |
3,980 |
3 |
0.1 |
| All other sources |
1,905 |
2 |
0.1 |
| Institutions in the short form survey population |
|
|
|
| All sources |
149 |
4 |
3.0 |
| Federal government |
71 |
2 |
3.5 |
| State and local government |
12 |
0 |
1.3 |
| Institution funds |
44 |
1 |
2.9 |
| Business |
6 |
0 |
1.6 |
| Nonprofit organizations |
13 |
0 |
2.9 |
| All other sources |
2 |
0 |
2.4 |
