Keiser U.

Rankings
Data year | Earned doctorates | Full-time graduate students | Total R&D expenditures | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Rank | Percentile | Institutions ranked | Rank | Percentile | Institutions ranked | Rank | Percentile | Institutions ranked | Rank | Percentile | Institutions ranked | |
2023 | 315 | 54.2 | 679 | 778 | 15.8 | 914 | ||||||
2022 | 299 | 56.6 | 680 | 788 | 13.3 | 900 | ||||||
2021 | 316 | 54.8 | 691 | 778 | 15.2 | 908 | ||||||
2020 | 307 | 56.5 | 698 | 787 | 15 | 916 | ||||||
2019 | 324 | 54.1 | 697 | 783 | 15.2 | 914 | ||||||
2018 | 347 | 51 | 700 | 777 | 15.6 | 911 | ||||||
2017 | 409 | 40.9 | 684 | 698 | 23.1 | 898 | ||||||
2016 | 559 | 20.6 | 697 | |||||||||
2015 | ||||||||||||
2014 |
NOTES:
- 1. See TableBuilder for the prior year data.
- 2. Blank white cells indicate data not available, not applicable, or institution not eligible for survey.
- 3. Data from the Survey of Science and Engineering Research Facilities is collected every two years.
Data

All races | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Male | 68 | i | 69 | 60 | 71 | 66 | 65 | 38 | 15 | 0 | . | |||||||||
Female | 262 | i | 265 | 219 | 203 | 173 | 146 | 87 | 31 | 0 | . | |||||||||
U.S. citizens and permanent residents | 327 | i | 331 | 276 | 273 | 239 | 209 | 124 | 46 | 0 | . | |||||||||
Hispanic or Latino | 75 | i | 76 | 70 | 78 | 53 | 44 | 30 | 3 | 0 | . | |||||||||
Not Hispanic or Latino | 203 | i | 205 | 166 | 155 | 159 | 151 | 86 | 43 | 0 | . | |||||||||
American Indian or Alaska Native | 6 | i | 6 | 7 | 6 | 3 | 5 | 1 | 0 | 0 | . | |||||||||
Asian | 4 | i | 4 | 8 | 9 | 5 | 1 | 1 | 2 | 0 | . | |||||||||
Black or African American | 93 | i | 95 | 69 | 52 | 62 | 55 | 37 | 20 | 0 | . | |||||||||
Native Hawaiian or Other Pacific Islander | 0 | i | 0 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | . | |||||||||
White | 88 | i | 88 | 73 | 73 | 79 | 78 | 39 | 15 | 0 | . | |||||||||
More than one race | 12 | i | 12 | 9 | 13 | 9 | 10 | 8 | 6 | 0 | . | |||||||||
Unknown ethnicity and race | 49 | i | 50 | 40 | 40 | 27 | 14 | 8 | 0 | 0 | . | |||||||||
Temporary visa holders | 3 | i | 3 | 3 | 1 | 0 | 2 | 1 | 0 | 0 | . | |||||||||
Science and engineering | 330 | i | 334 | 279 | 274 | 239 | 211 | 125 | 46 | 0 | . | |||||||||
Science | 330 | i | 334 | 279 | 274 | 239 | 211 | 125 | 46 | 0 | . | |||||||||
Agricultural and veterinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological and biomedical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Communication | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Computer and information sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Family and consumer sciences and human sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Geosciences, atmospheric, and ocean sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mathematics and statistics | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Multidisciplinary and interdisciplinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Natural resources and conservation | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Physical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Psychology | 330 | i | 334 | 279 | 274 | 239 | 211 | 125 | 46 | 0 | . | |||||||||
Social sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological, biomedical, and biosystems engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Chemical, petroleum, and chemical-related engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Civil, environmental, transportation and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Electrical, electronics, communications and computer engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mechanical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Metallurgical, mining, materials and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Clinical medicine | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other health | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . |
i=imputed
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
- Fields of study are grouped as they appear in survey data table (https://www.nsf.gov/statistics/srvygradpostdoc/#tabs-2).
All races | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Male | 19 | i | 21 | 28 | 32 | 27 | 31 | 28 | 9 | 0 | . | |||||||||
Female | 60 | i | 65 | 77 | 81 | 72 | 59 | 64 | 57 | 0 | . | |||||||||
U.S. citizens and permanent residents | 79 | i | 86 | 105 | 113 | 99 | 90 | 92 | 66 | 0 | . | |||||||||
Hispanic or Latino | 17 | i | 19 | 23 | 24 | 18 | 20 | 14 | 11 | 0 | . | |||||||||
Not Hispanic or Latino | 51 | i | 55 | 71 | 78 | 71 | 66 | 76 | 55 | 0 | . | |||||||||
American Indian or Alaska Native | 2 | i | 2 | 2 | 2 | 3 | 1 | 3 | 0 | 0 | . | |||||||||
Asian | 2 | i | 2 | 2 | 0 | 4 | 3 | 3 | 1 | 0 | . | |||||||||
Black or African American | 18 | i | 19 | 26 | 25 | 24 | 23 | 26 | 24 | 0 | . | |||||||||
Native Hawaiian or Other Pacific Islander | 0 | i | 0 | 2 | 0 | 3 | 1 | 1 | 0 | 0 | . | |||||||||
White | 24 | i | 27 | 30 | 42 | 32 | 33 | 35 | 23 | 0 | . | |||||||||
More than one race | 5 | i | 5 | 9 | 9 | 5 | 5 | 8 | 7 | 0 | . | |||||||||
Unknown ethnicity and race | 11 | i | 12 | 11 | 11 | 10 | 4 | 2 | 0 | 0 | . | |||||||||
Temporary visa holders | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Science and engineering | 79 | i | 86 | 105 | 113 | 99 | 90 | 92 | 66 | 0 | . | |||||||||
Science | 79 | i | 86 | 105 | 113 | 99 | 90 | 92 | 66 | 0 | . | |||||||||
Agricultural and veterinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological and biomedical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Communication | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Computer and information sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Family and consumer sciences and human sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Geosciences, atmospheric, and ocean sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mathematics and statistics | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Multidisciplinary and interdisciplinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Natural resources and conservation | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Physical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Psychology | 79 | i | 86 | 105 | 113 | 99 | 90 | 92 | 66 | 0 | . | |||||||||
Social sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological, biomedical, and biosystems engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Chemical, petroleum, and chemical-related engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Civil, environmental, transportation and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Electrical, electronics, communications and computer engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mechanical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Metallurgical, mining, materials and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Clinical medicine | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other health | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . |
i=imputed
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
- Fields of study are grouped as they appear in survey data table (https://www.nsf.gov/statistics/srvygradpostdoc/#tabs-2).
Field | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All surveyed fields | 208 | i | 210 | 94 | 134 | 47 | 103 | 0 | 0 | 0 | . | |||||||||
Science and engineering | 208 | i | 210 | 94 | 134 | 47 | 103 | 0 | 0 | 0 | . | |||||||||
Science | 208 | i | 210 | 94 | 134 | 47 | 103 | 0 | 0 | 0 | . | |||||||||
Agricultural and veterinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological and biomedical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Communication | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Computer and information sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Family and consumer sciences and human sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Geosciences, atmospheric, and ocean sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mathematics and statistics | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Multidisciplinary and interdisciplinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Natural resources and conservation | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Physical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Psychology | 208 | i | 210 | 94 | 134 | 47 | 103 | 0 | 0 | 0 | . | |||||||||
Social sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological, biomedical, and biosystems engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Chemical, petroleum, and chemical-related engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Civil, environmental, transportation and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Electrical, electronics, communications and computer engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mechanical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Metallurgical, mining, materials and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Health | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Clinical medicine | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other health | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . |
i=imputed
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
- Fields of study are grouped as they appear in survey data table (https://www.nsf.gov/statistics/srvygradpostdoc/#tabs-2).
2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All types and sources of support | 330 | i | 334 | 279 | 274 | 239 | 211 | 125 | 46 | 0 | . | |||||||||
Fellowships | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Federal | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Institutional | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Nonfederal | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Research assistantships | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Federal | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Institutional | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Nonfederal | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Teaching assistantships | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Federal | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Institutional | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Nonfederal | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other types of support | 330 | i | 334 | 279 | 274 | 239 | 211 | 125 | 46 | 0 | . | |||||||||
Federal | 208 | i | 210 | 94 | 134 | 47 | 103 | 0 | 0 | 0 | . | |||||||||
Institutional | 45 | i | 46 | 20 | 30 | 6 | 28 | 7 | 6 | 0 | . | |||||||||
Nonfederal | 0 | i | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | . | |||||||||
Personal resources | 77 | i | 78 | 165 | 110 | 186 | 78 | 118 | 40 | 0 | . |
i=imputed
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
All races | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Science and engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Science | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Agricultural and veterinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological and biomedical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Communication | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Computer and information sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Family and consumer sciences and human sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Geosciences, atmospheric, and ocean sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mathematics and statistics | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Multidisciplinary and interdisciplinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Natural resources and conservation | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Physical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Psychology | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Social sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological, biomedical, and biosystems engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Chemical, petroleum, and chemical-related engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Civil, environmental, transportation and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Electrical, electronics, communications and computer engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mechanical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Metallurgical, mining, materials and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Clinical medicine | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other health | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . |
i=imputed
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
- Fields of study are grouped as they appear in survey data table (https://www.nsf.gov/statistics/srvygradpostdoc/#tabs-2).
Field | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All surveyed fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Science and engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Science | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Agricultural and veterinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological and biomedical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Communication | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Computer and information sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Family and consumer sciences and human sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Geosciences, atmospheric, and ocean sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mathematics and statistics | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Multidisciplinary and interdisciplinary sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Natural resources and conservation | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Physical sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Psychology | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Social sciences | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Biological, biomedical, and biosystems engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Chemical, petroleum, and chemical-related engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Civil, environmental, transportation and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Electrical, electronics, communications and computer engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Mechanical engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Metallurgical, mining, materials and related engineering fields | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other engineering | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Health | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Clinical medicine | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | |||||||||
Other health | 0 | i | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . |
i=imputed
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
- Fields of study are grouped as they appear in survey data table (https://www.nsf.gov/statistics/srvygradpostdoc/#tabs-2).
Field | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All R&D fields | 498 | i | 457 | i | 443 | i | 423 | 450 | 480 | 729 | . | . | . | |||||||
Science | 429 | i | 360 | i | 0 | i | 0 | 0 | 30 | 0 | . | . | . | |||||||
Computer and information sciences | 22 | i | 13 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Atmospheric science and meteorology | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Geological and earth sciences | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Ocean sciences and marine sciences | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Geosciences, atmospheric sciences, and ocean sciences nec | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Life sciences | 396 | i | 338 | i | 0 | i | 0 | 0 | 30 | 0 | . | . | . | |||||||
Agricultural sciences | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Biological and biomedical sciences | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Health sciences | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Natural resources and conservation | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Life sciences nec | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Mathematics and statistics | 0 | i | 4 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Physical sciences | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Astronomy and astrophysics | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Chemistry | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Materials science | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Physics | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Physical sciences nec | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Psychology | 11 | i | 5 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Social sciences | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Anthropology | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Economics | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Political science and government | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Sociology, demography, and population studies | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Social sciences nec | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Sciences nec | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Engineering | 0 | i | 47 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Engineering | 0 | i | 47 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Aerospace, aeronautical, and astronautical engineering | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Bioengineering and biomedical engineering | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Chemical engineering | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Civil engineering | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Electrical, electronic, and communications engineering | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Industrial and manufacturing engineering | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Mechanical engineering | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Metallurgical and materials engineering | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Engineering nec | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Non-S&E | 69 | i | 50 | i | 443 | i | 423 | 450 | 450 | 729 | . | . | . | |||||||
Business management and business administration | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Communication and communications technologies | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Education | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Humanities | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Law | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Social work | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Visual and performing arts | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . | |||||||
Non-S&E nec | 0 | i | 0 | i | 0 | i | 0 | 0 | 0 | 0 | . | . | . |
i=imputed
NOTE:
- . = 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
Field | All R&D expenditures | Federal government | State and local government | Institution funds | Business | Nonprofit organizations | All other sources | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All R&D fields | 498 | 0 | . | . | . | 0 | 0 | |||||||
Science | 429 | i | 0 | i | . | . | . | 0 | 0 | |||||
Computer and information sciences | 22 | i | 0 | i | . | . | . | 0 | 0 | |||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | i | 0 | i | . | . | . | 0 | 0 | |||||
Atmospheric science and meteorology | 0 | 0 | . | . | . | 0 | 0 | |||||||
Geological and earth sciences | 0 | 0 | . | . | . | 0 | 0 | |||||||
Ocean sciences and marine sciences | 0 | 0 | . | . | . | 0 | 0 | |||||||
Geosciences, atmospheric sciences, and ocean sciences nec | 0 | 0 | . | . | . | 0 | 0 | |||||||
Life sciences | 396 | i | 0 | i | . | . | . | 0 | 0 | |||||
Agricultural sciences | 0 | 0 | . | . | . | 0 | 0 | |||||||
Biological and biomedical sciences | 0 | 0 | . | . | . | 0 | 0 | |||||||
Health sciences | 0 | 0 | . | . | . | 0 | 0 | |||||||
Natural resources and conservation | 0 | 0 | . | . | . | 0 | 0 | |||||||
Life sciences nec | 0 | 0 | . | . | . | 0 | 0 | |||||||
Mathematics and statistics | 0 | i | 0 | i | . | . | . | 0 | 0 | |||||
Physical sciences | 0 | i | 0 | i | . | . | . | 0 | 0 | |||||
Astronomy and astrophysics | 0 | 0 | . | . | . | 0 | 0 | |||||||
Chemistry | 0 | 0 | . | . | . | 0 | 0 | |||||||
Materials science | 0 | 0 | . | . | . | 0 | 0 | |||||||
Physics | 0 | 0 | . | . | . | 0 | 0 | |||||||
Physical sciences nec | 0 | 0 | . | . | . | 0 | 0 | |||||||
Psychology | 11 | i | 0 | i | . | . | . | 0 | 0 | |||||
Social sciences | 0 | 0 | . | . | . | 0 | 0 | |||||||
Anthropology | 0 | 0 | . | . | . | 0 | 0 | |||||||
Economics | 0 | 0 | . | . | . | 0 | 0 | |||||||
Political science and government | 0 | 0 | . | . | . | 0 | 0 | |||||||
Sociology, demography, and population studies | 0 | 0 | . | . | . | 0 | 0 | |||||||
Social sciences nec | 0 | 0 | . | . | . | 0 | 0 | |||||||
Sciences nec | 0 | i | 0 | i | . | . | . | 0 | 0 | |||||
Engineering | 0 | i | 0 | i | . | . | . | 0 | 0 | |||||
Engineering | 0 | i | 0 | i | . | . | . | 0 | 0 | |||||
Aerospace, aeronautical, and astronautical engineering | 0 | 0 | . | . | . | 0 | 0 | |||||||
Bioengineering and biomedical engineering | 0 | 0 | . | . | . | 0 | 0 | |||||||
Chemical engineering | 0 | 0 | . | . | . | 0 | 0 | |||||||
Civil engineering | 0 | 0 | . | . | . | 0 | 0 | |||||||
Electrical, electronic, and communications engineering | 0 | 0 | . | . | . | 0 | 0 | |||||||
Industrial and manufacturing engineering | 0 | 0 | . | . | . | 0 | 0 | |||||||
Mechanical engineering | 0 | 0 | . | . | . | 0 | 0 | |||||||
Metallurgical and materials engineering | 0 | 0 | . | . | . | 0 | 0 | |||||||
Engineering nec | 0 | 0 | . | . | . | 0 | 0 | |||||||
Non-S&E | 69 | i | 0 | i | . | . | . | 0 | 0 | |||||
Business management and business administration | 0 | 0 | . | . | . | 0 | 0 | |||||||
Communication and communications technologies | 0 | 0 | . | . | . | 0 | 0 | |||||||
Education | 0 | 0 | . | . | . | 0 | 0 | |||||||
Humanities | 0 | 0 | . | . | . | 0 | 0 | |||||||
Law | 0 | 0 | . | . | . | 0 | 0 | |||||||
Social work | 0 | 0 | . | . | . | 0 | 0 | |||||||
Visual and performing arts | 0 | 0 | . | . | . | 0 | 0 | |||||||
Non-S&E nec | 0 | 0 | . | . | . | 0 | 0 |
i=imputed
NOTE:
- . = 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
Source of funds | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Federal Agencies | . | . | . | . | . | . | . | . | . | . | ||||||||||
DOD | . | . | . | . | . | . | . | . | . | . | ||||||||||
DOE | . | . | . | . | . | . | . | . | . | . | ||||||||||
HHS | . | . | . | . | . | . | . | . | . | . | ||||||||||
NASA | . | . | . | . | . | . | . | . | . | . | ||||||||||
NSF | . | . | . | . | . | . | . | . | . | . | ||||||||||
USDA | . | . | . | . | . | . | . | . | . | . | ||||||||||
Other | . | . | . | . | . | . | . | . | . | . |
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
SOURCE: National Center for Science and Engineering Statistics, Higher Education R&D Survey
Year | ||||||||
---|---|---|---|---|---|---|---|---|
2023 | . | . | . | . | ||||
2022 | . | . | . | . | ||||
2021 | . | . | . | . | ||||
2020 | . | . | . | . | ||||
2019 | . | . | . | . | ||||
2018 | . | . | . | . | ||||
2017 | . | . | . | . |
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
SOURCE: National Center for Science and Engineering Statistics, Higher Education R&D Survey