Data
Yale U.
| Field | All R&D expenditures | Federal government | State and local government | Institution funds | Business | Nonprofit organizations | All other sources | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All R&D fields | 1,519,694 | 845,058 | 2,842 | 432,654 | 102,886 | 129,902 | 6,352 | |||||||
| Science | 1,452,864 | 812,717 | 2,703 | 411,565 | 100,720 | 120,374 | 4,785 | |||||||
| Computer and information sciences | 12,775 | 7,124 | 0 | 3,918 | 857 | 876 | 0 | |||||||
| Geosciences, atmospheric sciences, and ocean sciences | 9,757 | 3,902 | 0 | 5,521 | 0 | 334 | 0 | |||||||
| Atmospheric science and meteorology | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Geological and earth sciences | 9,757 | 3,902 | 0 | 5,521 | 0 | 334 | 0 | |||||||
| Ocean sciences and marine sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Geosciences, atmospheric sciences, and ocean sciences nec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Life sciences | 1,321,608 | 749,944 | 2,703 | 357,843 | 96,538 | 110,284 | 4,296 | |||||||
| Agricultural sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Biological and biomedical sciences | 271,443 | 191,663 | 0 | 36,081 | 13,722 | 29,520 | 457 | |||||||
| Health sciences | 1,036,064 | 553,013 | 2,688 | 320,756 | 82,465 | 73,338 | 3,804 | |||||||
| Natural resources and conservation | 13,954 | 5,268 | 15 | 859 | 351 | 7,426 | 35 | |||||||
| Life sciences nec | 147 | 0 | 0 | 147 | 0 | 0 | 0 | |||||||
| Mathematics and statistics | 4,511 | 1,894 | 0 | 2,137 | 0 | 480 | 0 | |||||||
| Physical sciences | 68,364 | 39,757 | 0 | 23,394 | 2,657 | 2,290 | 266 | |||||||
| Astronomy and astrophysics | 6,517 | 915 | 0 | 5,089 | 0 | 513 | 0 | |||||||
| Chemistry | 29,567 | 18,408 | 0 | 7,876 | 2,446 | 837 | 0 | |||||||
| Materials science | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Physics | 32,280 | 20,434 | 0 | 10,429 | 211 | 940 | 266 | |||||||
| Physical sciences nec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Psychology | 12,164 | 7,115 | 0 | 4,284 | 0 | 562 | 203 | |||||||
| Social sciences | 23,239 | 2,981 | 0 | 14,022 | 668 | 5,548 | 20 | |||||||
| Anthropology | 2,004 | 644 | 0 | 1,307 | 2 | 51 | 0 | |||||||
| Economics | 13,289 | 985 | 0 | 7,957 | 666 | 3,661 | 20 | |||||||
| Political science and government | 3,103 | 0 | 0 | 2,965 | 0 | 138 | 0 | |||||||
| Sociology, demography, and population studies | 4,229 | 1,232 | 0 | 1,510 | 0 | 1,487 | 0 | |||||||
| Social sciences nec | 614 | 120 | 0 | 283 | 0 | 211 | 0 | |||||||
| Sciences nec | 446 | 0 | 0 | 446 | 0 | 0 | 0 | |||||||
| Engineering | 45,279 | 25,867 | 139 | 15,925 | 1,751 | 1,378 | 219 | |||||||
| Aerospace, aeronautical, and astronautical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Bioengineering and biomedical engineering | 14,321 | 10,121 | 0 | 3,239 | 138 | 823 | 0 | |||||||
| Chemical engineering | 8,909 | 5,419 | 139 | 2,922 | 0 | 379 | 50 | |||||||
| Civil engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Electrical, electronic, and communications engineering | 10,307 | 6,147 | 0 | 2,346 | 1,613 | 32 | 169 | |||||||
| Industrial and manufacturing engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Mechanical engineering | 8,236 | 4,180 | 0 | 3,912 | 0 | 144 | 0 | |||||||
| Metallurgical and materials engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Engineering nec | 3,506 | 0 | 0 | 3,506 | 0 | 0 | 0 | |||||||
| Non-S&E | 21,551 | 6,474 | 0 | 5,164 | 415 | 8,150 | 1,348 | |||||||
| Business management and business administration | 1,219 | 12 | 0 | 75 | 0 | 1,003 | 129 | |||||||
| Communication and communications technologies | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Education | 6,392 | 5,154 | 0 | 393 | 130 | 715 | 0 | |||||||
| Humanities | 9,949 | 1,084 | 0 | 4,178 | 58 | 3,410 | 1,219 | |||||||
| Law | 524 | 11 | 0 | 32 | 0 | 481 | 0 | |||||||
| Social work | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
| Visual and performing arts | 360 | 58 | 0 | 295 | 0 | 7 | 0 | |||||||
| Non-S&E nec | 3,107 | 155 | 0 | 191 | 227 | 2,534 | 0 | |||||||
NOTES:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
- Prior to FY 2016, expenditures for natural resources and conservation, materials science, anthropology, and industrial and manufacturing engineering were not collected separately. R&D expenditures in agricultural sciences decreased in FY 2016 because a number of disciplines previously reported in that field are now reported separately under natural resources and conservation.
SOURCE: National Center for Science and Engineering Statistics, Higher Education R&D Survey

