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 | 1,326,807 | 741,198 | 1,710 | 404,706 | 80,221 | 93,363 | 5,609 | |||||||
Science | 1,271,200 | 711,210 | 1,684 | 387,307 | 78,675 | 87,311 | 5,013 | |||||||
Computer and information sciences | 11,131 | 7,023 | 0 | 3,261 | 63 | 784 | 0 | |||||||
Geosciences, atmospheric sciences, and ocean sciences | 7,593 | 3,134 | 0 | 4,267 | 0 | 192 | 0 | |||||||
Atmospheric science and meteorology | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Geological and earth sciences | 7,593 | 3,134 | 0 | 4,267 | 0 | 192 | 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 | 1,154,182 | 650,783 | 1,684 | 341,160 | 76,278 | 79,847 | 4,430 | |||||||
Agricultural sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Biological and biomedical sciences | 245,250 | 167,992 | 0 | 35,998 | 12,482 | 27,362 | 1,416 | |||||||
Health sciences | 899,612 | 478,074 | 1,678 | 304,370 | 63,269 | 49,210 | 3,011 | |||||||
Natural resources and conservation | 9,041 | 4,717 | 6 | 513 | 527 | 3,275 | 3 | |||||||
Life sciences nec | 279 | 0 | 0 | 279 | 0 | 0 | 0 | |||||||
Mathematics and statistics | 3,906 | 1,990 | 0 | 1,409 | 0 | 507 | 0 | |||||||
Physical sciences | 63,036 | 37,212 | 0 | 21,243 | 2,035 | 2,188 | 358 | |||||||
Astronomy and astrophysics | 6,105 | 831 | 0 | 4,787 | 0 | 487 | 0 | |||||||
Chemistry | 28,905 | 19,638 | 0 | 6,395 | 1,800 | 1,072 | 0 | |||||||
Materials science | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Physics | 28,026 | 16,743 | 0 | 10,061 | 235 | 629 | 358 | |||||||
Physical sciences nec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Psychology | 11,027 | 6,752 | 0 | 3,390 | 0 | 680 | 205 | |||||||
Social sciences | 19,496 | 4,316 | 0 | 11,748 | 299 | 3,113 | 20 | |||||||
Anthropology | 1,923 | 596 | 0 | 1,282 | 0 | 45 | 0 | |||||||
Economics | 9,834 | 1,608 | 0 | 6,821 | 299 | 1,106 | 0 | |||||||
Political science and government | 2,119 | 14 | 0 | 1,953 | 0 | 132 | 20 | |||||||
Sociology, demography, and population studies | 4,266 | 1,759 | 0 | 756 | 0 | 1,751 | 0 | |||||||
Social sciences nec | 1,354 | 339 | 0 | 936 | 0 | 79 | 0 | |||||||
Sciences nec | 829 | 0 | 0 | 829 | 0 | 0 | 0 | |||||||
Engineering | 40,153 | 24,446 | 26 | 12,511 | 1,409 | 1,725 | 36 | |||||||
Aerospace, aeronautical, and astronautical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Bioengineering and biomedical engineering | 11,512 | 8,435 | 0 | 1,939 | 64 | 1,074 | 0 | |||||||
Chemical engineering | 8,232 | 5,148 | 26 | 2,362 | 85 | 575 | 36 | |||||||
Civil engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Electrical, electronic, and communications engineering | 8,920 | 5,718 | 0 | 1,942 | 1,260 | 0 | 0 | |||||||
Industrial and manufacturing engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Mechanical engineering | 8,711 | 5,145 | 0 | 3,490 | 0 | 76 | 0 | |||||||
Metallurgical and materials engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Engineering nec | 2,778 | 0 | 0 | 2,778 | 0 | 0 | 0 | |||||||
Non-S&E | 15,454 | 5,542 | 0 | 4,888 | 137 | 4,327 | 560 | |||||||
Business management and business administration | 864 | 128 | 0 | 49 | 0 | 565 | 122 | |||||||
Communication and communications technologies | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Education | 4,923 | 4,517 | 0 | 280 | 0 | 126 | 0 | |||||||
Humanities | 6,816 | 722 | 0 | 4,203 | 62 | 1,391 | 438 | |||||||
Law | 222 | 0 | 0 | 13 | 0 | 209 | 0 | |||||||
Social work | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Visual and performing arts | 397 | 69 | 0 | 216 | 0 | 112 | 0 | |||||||
Non-S&E nec | 2,232 | 106 | 0 | 127 | 75 | 1,924 | 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