Northern Kentucky 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 | ||||||||||||
2022 | 467 | 32.1 | 680 | 462 | 48.7 | 890 | ||||||
2021 | 515 | 26.2 | 691 | 461 | 21.8 | 583 | 469 | 48.9 | 907 | |||
2020 | 538 | 23.6 | 697 | 489 | 47.1 | 915 | ||||||
2019 | 502 | 28.6 | 696 | 464 | 22 | 589 | 510 | 44.8 | 913 | |||
2018 | 511 | 27.6 | 698 | 563 | 38.8 | 910 | ||||||
2017 | 504 | 27.1 | 684 | 488 | 16 | 575 | 559 | 38.4 | 897 | |||
2016 | 520 | 26.2 | 697 | 530 | 41.4 | 895 | ||||||
2015 | 564 | 19.5 | 693 | 454 | 21.2 | 570 | 514 | 43.3 | 897 | |||
2014 | 556 | 20 | 688 | 514 | 42.7 | 887 | ||||||
2013 | 492 | 17.2 | 588 | 538 | 39.8 | 884 |
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 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All full-time students | 98 | 66 | 54 | 70 | 65 | 66 | 65 | 42 | 38 | . | ||||||||||
Male | 47 | 21 | 23 | 36 | 27 | 30 | 22 | 16 | 20 | . | ||||||||||
Female | 51 | 45 | 31 | 34 | 38 | 36 | 43 | 26 | 18 | . | ||||||||||
U.S. citizens and permanent residents | 82 | 54 | 45 | 54 | 47 | 47 | 49 | 31 | 27 | . | ||||||||||
Hispanic or Latino | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 0 | . | ||||||||||
Not Hispanic or Latino | 79 | 50 | 44 | 51 | 45 | 45 | 48 | 29 | 27 | . | ||||||||||
American Indian or Alaska Native | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Asian | 5 | 2 | 0 | 1 | 0 | 2 | 2 | 0 | 0 | . | ||||||||||
Black or African American | 12 | 7 | 6 | 9 | 4 | 4 | 4 | 3 | 4 | . | ||||||||||
Native Hawaiian or Other Pacific Islander | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | . | ||||||||||
White | 61 | 40 | 35 | 40 | 39 | 37 | 39 | 26 | 23 | . | ||||||||||
More than one race | 1 | 1 | 2 | 0 | 2 | 1 | 2 | 0 | 0 | . | ||||||||||
Unknown ethnicity and race | 2 | 2 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | . | ||||||||||
Temporary visa holders | 16 | 12 | 9 | 16 | 18 | 19 | 16 | 11 | 11 | . | ||||||||||
Science and engineering | 66 | 39 | 26 | 49 | 52 | 49 | 64 | 40 | 33 | . | ||||||||||
Science | 66 | 39 | 26 | 49 | 52 | 49 | 64 | 40 | 33 | . | ||||||||||
Agricultural and veterinary sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological and biomedical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 6 | 9 | . | ||||||||||
Communication | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 5 | 9 | . | ||||||||||
Computer and information sciences | 40 | 16 | 15 | 27 | 28 | 25 | 10 | 6 | 5 | . | ||||||||||
Family and consumer sciences and human sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mathematics and statistics | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Multidisciplinary and interdisciplinary studies | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Natural resources and conservation | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Psychology | 26 | 23 | 11 | 22 | 24 | 24 | 26 | 12 | 3 | . | ||||||||||
Physical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Social sciences | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 11 | 7 | . | ||||||||||
Engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological, biomedical, and biosystems engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Chemical, petroleum, and chemical-related engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Civil, environmental, transportation and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Electrical, electronics, communications and computer engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mechanical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Metallurgical, mining, materials and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Other engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Health | 32 | 27 | 28 | 21 | 13 | 17 | 1 | 2 | 5 | . | ||||||||||
Clinical medicine | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 5 | . | ||||||||||
Other health | 32 | 27 | 28 | 21 | 13 | 17 | 0 | 0 | 0 | . |
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 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All part-time students | 181 | 135 | 158 | 153 | 142 | 167 | 191 | 185 | 243 | . | ||||||||||
Male | 97 | 50 | 67 | 60 | 58 | 78 | 73 | 75 | 105 | . | ||||||||||
Female | 84 | 85 | 91 | 93 | 84 | 89 | 118 | 110 | 138 | . | ||||||||||
U.S. citizens and permanent residents | 176 | 130 | 152 | 151 | 141 | 163 | 189 | 182 | 242 | . | ||||||||||
Hispanic or Latino | 9 | 3 | 3 | 3 | 0 | 3 | 6 | 0 | 7 | . | ||||||||||
Not Hispanic or Latino | 165 | 125 | 144 | 146 | 141 | 157 | 179 | 177 | 229 | . | ||||||||||
American Indian or Alaska Native | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Asian | 13 | 7 | 6 | 4 | 3 | 2 | 2 | 4 | 7 | . | ||||||||||
Black or African American | 27 | 19 | 21 | 7 | 12 | 10 | 25 | 16 | 25 | . | ||||||||||
Native Hawaiian or Other Pacific Islander | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | . | ||||||||||
White | 118 | 96 | 115 | 127 | 122 | 142 | 150 | 156 | 192 | . | ||||||||||
More than one race | 7 | 3 | 1 | 7 | 3 | 3 | 2 | 1 | 5 | . | ||||||||||
Unknown ethnicity and race | 2 | 2 | 5 | 2 | 0 | 3 | 4 | 5 | 6 | . | ||||||||||
Temporary visa holders | 5 | 5 | 6 | 2 | 1 | 4 | 2 | 3 | 1 | . | ||||||||||
Science and engineering | 110 | 59 | 67 | 62 | 68 | 99 | 151 | 158 | 233 | . | ||||||||||
Science | 110 | 59 | 67 | 62 | 68 | 99 | 151 | 158 | 233 | . | ||||||||||
Agricultural and veterinary sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological and biomedical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 34 | 44 | 44 | . | ||||||||||
Communication | 0 | 0 | 0 | 0 | 0 | 0 | 16 | 18 | 17 | . | ||||||||||
Computer and information sciences | 98 | 44 | 50 | 53 | 54 | 83 | 20 | 17 | 21 | . | ||||||||||
Family and consumer sciences and human sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mathematics and statistics | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Multidisciplinary and interdisciplinary studies | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Natural resources and conservation | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Psychology | 12 | 15 | 17 | 9 | 14 | 16 | 21 | 36 | 41 | . | ||||||||||
Physical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Social sciences | 0 | 0 | 0 | 0 | 0 | 0 | 60 | 43 | 110 | . | ||||||||||
Engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological, biomedical, and biosystems engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Chemical, petroleum, and chemical-related engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Civil, environmental, transportation and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Electrical, electronics, communications and computer engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mechanical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Metallurgical, mining, materials and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Other engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Health | 71 | 76 | 91 | 91 | 74 | 68 | 40 | 27 | 10 | . | ||||||||||
Clinical medicine | 0 | 0 | 0 | 0 | 0 | 0 | 40 | 27 | 10 | . | ||||||||||
Other health | 71 | 76 | 91 | 91 | 74 | 68 | 0 | 0 | 0 | . |
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 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All surveyed fields | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 0 | . | ||||||||||
Science and engineering | 1 | 0 | 1 | 0 | 0 | 2 | 2 | 1 | 0 | . | ||||||||||
Science | 1 | 0 | 1 | 0 | 0 | 2 | 2 | 1 | 0 | . | ||||||||||
Agricultural and veterinary sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological and biomedical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Communication | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Computer and information sciences | 1 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | . | ||||||||||
Family and consumer sciences and human sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mathematics and statistics | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Multidisciplinary and interdisciplinary studies | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Natural resources and conservation | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Physical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Psychology | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | . | ||||||||||
Social sciences | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | . | ||||||||||
Engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological, biomedical, and biosystems engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Chemical, petroleum, and chemical-related engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Civil, environmental, transportation and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Electrical, electronics, communications and computer engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mechanical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Metallurgical, mining, materials and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Other engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Health | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | . | ||||||||||
Clinical medicine | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Other health | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | . |
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).
Type and primary source of support | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All types and sources of support | 98 | 66 | 54 | 70 | 65 | 66 | 65 | 42 | 38 | . | ||||||||||
Fellowships | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Federal | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Institutional | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Nonfederal | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Research assistantships | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 11 | . | ||||||||||
Federal | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Institutional | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 11 | . | ||||||||||
Nonfederal | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Teaching assistantships | 8 | 7 | 5 | 5 | 1 | 3 | 5 | 0 | 0 | . | ||||||||||
Federal | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Institutional | 8 | 7 | 5 | 5 | 1 | 3 | 5 | 0 | 0 | . | ||||||||||
Nonfederal | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Other types of support | 89 | 59 | 48 | 65 | 64 | 63 | 60 | 34 | 27 | . | ||||||||||
Federal | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 0 | . | ||||||||||
Institutional | 15 | 22 | 5 | 9 | 12 | 12 | 7 | 4 | 2 | . | ||||||||||
Nonfederal | 2 | 1 | 2 | 2 | 1 | 0 | 2 | 0 | 1 | . | ||||||||||
Personal resources | 70 | 35 | 39 | 53 | 50 | 48 | 49 | 29 | 24 | . |
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
All races | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Science and engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Science | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Agricultural and veterinary sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological and biomedical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Communication | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Computer and information sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Family and consumer sciences and human sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mathematics and statistics | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Multidisciplinary and interdisciplinary studies | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Natural resources and conservation | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Psychology | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Physical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Social sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological, biomedical, and biosystems engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Chemical, petroleum, and chemical-related engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Civil, environmental, transportation and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Electrical, electronics, communications and computer engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mechanical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Metallurgical, mining, materials and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Other engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Health | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Clinical medicine | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Other health | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . |
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 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All surveyed fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Science and engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Science | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Agricultural and veterinary sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological and biomedical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Communication | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Computer and information sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Family and consumer sciences and human sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mathematics and statistics | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Multidisciplinary and interdisciplinary studies | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Natural resources and conservation | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Psychology | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Physical sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Social sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Biological, biomedical, and biosystems engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Chemical, petroleum, and chemical-related engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Civil, environmental, transportation and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Electrical, electronics, communications and computer engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Industrial, manufacturing, systems engineering and operations research | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Mechanical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Metallurgical, mining, materials and related engineering fields | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Other engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Health | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Clinical medicine | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . | ||||||||||
Other health | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | . |
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 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
All R&D fields | 3,888 | 3,403 | 2,693 | 2,363 | 1,653 | 1,649 | 1,846 | 2,026 | 2,052 | 1,810 | ||||||||||
Science | 3,777 | 3,266 | 2,411 | 2,025 | 1,429 | 1,517 | 1,650 | 1,715 | 1,867 | 1,641 | ||||||||||
Computer and information sciences | 122 | 34 | 13 | 62 | 67 | 38 | 8 | 26 | 160 | 204 | ||||||||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Atmospheric science and meteorology | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Geological and earth sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Ocean sciences and marine sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Geosciences, atmospheric sciences, and ocean sciences, not elsewhere classified | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Life sciences | 2,148 | 1,939 | 1,007 | 623 | 253 | 587 | 618 | 628 | 702 | 655 | ||||||||||
Agricultural sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Biological and biomedical sciences | 561 | 562 | 458 | 450 | 253 | 587 | 618 | 627 | 701 | 641 | ||||||||||
Health sciences | 1,576 | 1,377 | 532 | 156 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Natural resources and conservation | 11 | 0 | 17 | 17 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Life sciences, not elsewhere classified | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 14 | ||||||||||
Mathematics and statistics | 73 | 65 | 81 | 0 | 0 | 0 | 0 | 5 | 3 | 7 | ||||||||||
Physical sciences | 875 | 671 | 778 | 701 | 490 | 420 | 598 | 626 | 673 | 495 | ||||||||||
Astronomy and astrophysics | 0 | 15 | 77 | 90 | 14 | 1 | 0 | 0 | 0 | 0 | ||||||||||
Chemistry | 707 | 497 | 431 | 369 | 292 | 275 | 435 | 521 | 613 | 423 | ||||||||||
Materials science | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Physics | 168 | 159 | 270 | 242 | 178 | 144 | 163 | 97 | 54 | 72 | ||||||||||
Physical sciences, not elsewhere classified | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 8 | 6 | 0 | ||||||||||
Psychology | 405 | 459 | 437 | 596 | 573 | 436 | 354 | 306 | 274 | 274 | ||||||||||
Social sciences | 126 | 98 | 95 | 43 | 46 | 36 | 72 | 124 | 55 | 6 | ||||||||||
Anthropology | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Economics | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | ||||||||||
Political science and government | 75 | 85 | 94 | 41 | 29 | 0 | 0 | 4 | 3 | 6 | ||||||||||
Sociology, demography, and population studies | 12 | 13 | 1 | 2 | 17 | 36 | 72 | 114 | 52 | 0 | ||||||||||
Social sciences, not elsewhere classified | 39 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Sciences, not elsewhere classified | 28 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Aerospace, aeronautical, and astronautical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Bioengineering and biomedical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Chemical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Civil engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Electrical, electronic, and communications engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Industrial and manufacturing engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Mechanical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Metallurgical and materials engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Engineering not elsewhere classified | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Non-S&E | 111 | 137 | 282 | 338 | 224 | 132 | 196 | 311 | 185 | 169 | ||||||||||
Business management and business administration | 10 | 7 | 13 | 31 | 18 | 0 | 0 | 11 | 23 | 46 | ||||||||||
Communication and communications technologies | 17 | 10 | 11 | 30 | 20 | 16 | 7 | 13 | 15 | 7 | ||||||||||
Education | 0 | 12 | 104 | 68 | 37 | 57 | 107 | 144 | 47 | 18 | ||||||||||
Humanities | 38 | 15 | 38 | 98 | 76 | 23 | 41 | 82 | 39 | 15 | ||||||||||
Law | 0 | 0 | 6 | 6 | 0 | 0 | 0 | 0 | 5 | 9 | ||||||||||
Social work | 17 | 9 | 41 | 29 | 26 | 0 | 0 | 0 | 1 | 9 | ||||||||||
Visual and performing arts | 26 | 16 | 17 | 29 | 17 | 2 | 6 | 10 | 15 | 21 | ||||||||||
Non-S&E, not elsewhere classified | 3 | 68 | 52 | 47 | 30 | 34 | 35 | 51 | 40 | 44 |
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 | 3,888 | 2,596 | 2 | 890 | 22 | 378 | 0 | |||||||
Science | 3,777 | 2,585 | 2 | 790 | 22 | 378 | 0 | |||||||
Computer and information sciences | 122 | 14 | 0 | 102 | 0 | 6 | 0 | |||||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Atmospheric science and meteorology | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Geological and earth sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Ocean sciences and marine sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Geosciences, atmospheric sciences, and ocean sciences, not elsewhere classified | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Life sciences | 2,148 | 1,606 | 2 | 259 | 19 | 262 | 0 | |||||||
Agricultural sciences | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Biological and biomedical sciences | 561 | 368 | 2 | 165 | 6 | 20 | 0 | |||||||
Health sciences | 1,576 | 1,238 | 0 | 83 | 13 | 242 | 0 | |||||||
Natural resources and conservation | 11 | 0 | 0 | 11 | 0 | 0 | 0 | |||||||
Life sciences, not elsewhere classified | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Mathematics and statistics | 73 | 72 | 0 | 1 | 0 | 0 | 0 | |||||||
Physical sciences | 875 | 633 | 0 | 175 | 0 | 67 | 0 | |||||||
Astronomy and astrophysics | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Chemistry | 707 | 532 | 0 | 125 | 0 | 50 | 0 | |||||||
Materials science | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Physics | 168 | 101 | 0 | 50 | 0 | 17 | 0 | |||||||
Physical sciences, not elsewhere classified | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Psychology | 405 | 256 | 0 | 145 | 0 | 4 | 0 | |||||||
Social sciences | 126 | 4 | 0 | 80 | 3 | 39 | 0 | |||||||
Anthropology | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Economics | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Political science and government | 75 | 0 | 0 | 72 | 3 | 0 | 0 | |||||||
Sociology, demography, and population studies | 12 | 4 | 0 | 8 | 0 | 0 | 0 | |||||||
Social sciences, not elsewhere classified | 39 | 0 | 0 | 0 | 0 | 39 | 0 | |||||||
Sciences, not elsewhere classified | 28 | 0 | 0 | 28 | 0 | 0 | 0 | |||||||
Engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Aerospace, aeronautical, and astronautical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Bioengineering and biomedical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Chemical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Civil engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Electrical, electronic, and communications engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Industrial and manufacturing engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Mechanical engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Metallurgical and materials engineering | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Engineering not elsewhere classified | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Non-S&E | 111 | 11 | 0 | 100 | 0 | 0 | 0 | |||||||
Business management and business administration | 10 | 0 | 0 | 10 | 0 | 0 | 0 | |||||||
Communication and communications technologies | 17 | 0 | 0 | 17 | 0 | 0 | 0 | |||||||
Education | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Humanities | 38 | 5 | 0 | 33 | 0 | 0 | 0 | |||||||
Law | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||
Social work | 17 | 6 | 0 | 11 | 0 | 0 | 0 | |||||||
Visual and performing arts | 26 | 0 | 0 | 26 | 0 | 0 | 0 | |||||||
Non-S&E, not elsewhere classified | 3 | 0 | 0 | 3 | 0 | 0 | 0 |
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 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Federal Agencies | 2,596 | 2,156 | 1,462 | 1,316 | 890 | 1,109 | 1,133 | 1,342 | 1,418 | 1,240 | ||||||||||
DOD | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16 | 16 | ||||||||||
DOE | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
HHS | 1,285 | 1,143 | 755 | 921 | 532 | 731 | 751 | 902 | 1,026 | 963 | ||||||||||
NASA | 100 | 33 | 203 | 128 | 72 | 69 | 55 | 79 | 28 | 53 | ||||||||||
NSF | 428 | 195 | 216 | 244 | 266 | 298 | 309 | 309 | 325 | 175 | ||||||||||
USDA | 5 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||
Other | 778 | 783 | 288 | 23 | 20 | 11 | 18 | 52 | 23 | 33 |
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 | All personnel | Principal investigators | Other personnel | Postdocs | ||||
---|---|---|---|---|---|---|---|---|
2022 | . | . | . | . | ||||
2021 | . | . | . | . | ||||
2020 | . | . | . | . | ||||
2019 | 213 | 23 | 190 | . | ||||
2018 | 156 | 19 | 137 | . | ||||
2017 | 159 | 21 | 138 | . | ||||
2016 | 181 | 22 | 159 | . |
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
Field | 2021 | 2019 | 2017 | 2015 | 2013 | |||||
---|---|---|---|---|---|---|---|---|---|---|
All research space | 39 | 38 | 26 | 30 | 21 | |||||
Agricultural sciences | 0 | 0 | 0 | 0 | 2 | |||||
Biological and biomedical sciences | 16 | 16 | 11 | 8 | 5 | |||||
Computer and information sciences | 1 | 1 | 1 | 2 | 3 | |||||
Engineering | 2 | 1 | 1 | 1 | 0 | |||||
Geosciences, atmospheric sciences, and ocean sciences | 1 | 0 | 0 | 1 | 0 | |||||
Health sciences | 1 | 2 | 1 | 2 | 0 | |||||
Mathematics and statistics | 0 | 0 | 0 | 0 | 0 | |||||
Natural resources and conservation | 0 | 0 | 0 | 4 | . | |||||
Physical sciences | 8 | 8 | 7 | 8 | 8 | |||||
Psychology | 8 | 8 | 3 | 3 | 3 | |||||
Social sciences | 2 | 2 | 2 | 1 | 1 | |||||
Other | 0 | 0 | 0 | 0 | 0 |
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
- Data from the Survey of Science and Engineering Research Facilities is collected every two years.
Field | Planned to start in FY 2022 or FY 2023 | Started in FY 2020 or FY 2021 | Started in FY 2018 or FY 2019 | Started in FY 2016 or FY 2017 | Started in FY 2014 or FY 2015 | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
All research space | . | . | . | 1,399 | . | 0 | ||||||
Health sciences | . | . | . | 1,399 | . | 0 |
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
- Data from the Survey of Science and Engineering Research Facilities is collected every two years.
Field | Planned to start in FY 2022 or FY 2023 | Started in FY 2020 or FY 2021 | Started in FY 2018 or FY 2019 | Started in FY 2016 or FY 2017 | Started in FY 2014 or FY 2015 | |||||
---|---|---|---|---|---|---|---|---|---|---|
All research space | 0 | 0 | 0 | 4,098 | 0 | |||||
Agricultural sciences | 0 | 0 | 0 | 0 | 0 | |||||
Biological and biomedical sciences | 0 | 0 | 0 | 1,750 | 0 | |||||
Computer and information sciences | 0 | 0 | 0 | 598 | 0 | |||||
Engineering | 0 | 0 | 0 | 0 | 0 | |||||
Geosciences, atmospheric sciences, and ocean sciences | 0 | 0 | 0 | 0 | 0 | |||||
Health sciences | 0 | 0 | 0 | 0 | 0 | |||||
Mathematics and statistics | 0 | 0 | 0 | 0 | 0 | |||||
Natural resources and conservation | 0 | 0 | 0 | 0 | 0 | |||||
Physical sciences | 0 | 0 | 0 | 0 | 0 | |||||
Psychology | 0 | 0 | 0 | 1,750 | 0 | |||||
Social sciences | 0 | 0 | 0 | 0 | 0 | |||||
Other | 0 | 0 | 0 | 0 | 0 |
NOTE:
- . = data were not collected at this level or institution was not eligible to participate for this survey year.
- Data from the Survey of Science and Engineering Research Facilities is collected every two years.