Philadelphia 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 | |
| 2024 | ||||||||||||
| 2023 | ||||||||||||
| 2022 | ||||||||||||
| 2021 | ||||||||||||
| 2020 | ||||||||||||
| 2019 | ||||||||||||
| 2018 | 679 | 4 | 700 | |||||||||
| 2017 | 663 | 4 | 684 | |||||||||
| 2016 | 600 | 14.8 | 697 | |||||||||
| 2015 | 575 | 17.9 | 693 | |||||||||
| 2014 | 564 | 18.9 | 688 | |||||||||
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 | . | . | . | . | . | 4 | i | 5 | i | 16 | 17 | 16 | ||||||||
| Female | . | . | . | . | . | 1 | i | 2 | i | 12 | 22 | 20 | ||||||||
| U.S. citizens and permanent residents | . | . | . | . | . | 5 | i | 6 | i | 8 | 17 | 21 | ||||||||
| Hispanic or Latino | . | . | . | . | . | 0 | i | 0 | i | 0 | 1 | 1 | ||||||||
| Not Hispanic or Latino | . | . | . | . | . | 5 | i | 6 | i | 8 | 16 | 19 | ||||||||
| American Indian or Alaska Native | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Asian | . | . | . | . | . | 0 | i | 0 | i | 0 | 1 | 2 | ||||||||
| Black or African American | . | . | . | . | . | 0 | i | 0 | i | 1 | 2 | 2 | ||||||||
| Native Hawaiian or Other Pacific Islander | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| White | . | . | . | . | . | 5 | i | 6 | i | 7 | 13 | 15 | ||||||||
| More than one race | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Unknown ethnicity and race | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 1 | ||||||||
| Temporary visa holders | . | . | . | . | . | 0 | i | 1 | i | 20 | 22 | 15 | ||||||||
| Science and engineering | . | . | . | . | . | 5 | i | 7 | i | 28 | 39 | 36 | ||||||||
| Science | . | . | . | . | . | 0 | i | 0 | i | 21 | 27 | 24 | ||||||||
| Agricultural and veterinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological and biomedical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Communication | . | . | . | . | . | 0 | i | 0 | i | 21 | 27 | 24 | ||||||||
| Computer and information sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Family and consumer sciences and human sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Geosciences, atmospheric, and ocean sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mathematics and statistics | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Multidisciplinary and interdisciplinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Natural resources and conservation | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Physical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Psychology | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Social sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Engineering | . | . | . | . | . | 5 | i | 7 | i | 7 | 12 | 12 | ||||||||
| Aerospace, aeronautical, and astronautical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological, biomedical, and biosystems engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Chemical, petroleum, and chemical-related engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Civil, environmental, transportation and related engineering fields | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Electrical, electronics, communications and computer engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Industrial, manufacturing, systems engineering and operations research | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mechanical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Metallurgical, mining, materials and related engineering fields | . | . | . | . | . | 5 | i | 7 | i | 6 | 11 | 9 | ||||||||
| Other engineering | . | . | . | . | . | 0 | i | 0 | i | 1 | 1 | 3 | ||||||||
| Clinical medicine | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Other health | . | . | . | . | . | 0 | i | 0 | i | 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 | . | . | . | . | . | 2 | i | 3 | i | 5 | 5 | 3 | ||||||||
| Female | . | . | . | . | . | 0 | i | 0 | i | 11 | 3 | 3 | ||||||||
| U.S. citizens and permanent residents | . | . | . | . | . | 2 | i | 3 | i | 9 | 5 | 4 | ||||||||
| Hispanic or Latino | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Not Hispanic or Latino | . | . | . | . | . | 2 | i | 3 | i | 8 | 4 | 3 | ||||||||
| American Indian or Alaska Native | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Asian | . | . | . | . | . | 0 | i | 1 | i | 1 | 0 | 0 | ||||||||
| Black or African American | . | . | . | . | . | 0 | i | 0 | i | 3 | 1 | 1 | ||||||||
| Native Hawaiian or Other Pacific Islander | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| White | . | . | . | . | . | 2 | i | 2 | i | 4 | 3 | 2 | ||||||||
| More than one race | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Unknown ethnicity and race | . | . | . | . | . | 0 | i | 0 | i | 1 | 1 | 1 | ||||||||
| Temporary visa holders | . | . | . | . | . | 0 | i | 0 | i | 7 | 3 | 2 | ||||||||
| Science and engineering | . | . | . | . | . | 2 | i | 3 | i | 16 | 8 | 6 | ||||||||
| Science | . | . | . | . | . | 0 | i | 0 | i | 12 | 5 | 3 | ||||||||
| Agricultural and veterinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological and biomedical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Communication | . | . | . | . | . | 0 | i | 0 | i | 12 | 5 | 3 | ||||||||
| Computer and information sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Family and consumer sciences and human sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Geosciences, atmospheric, and ocean sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mathematics and statistics | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Multidisciplinary and interdisciplinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Natural resources and conservation | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Physical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Psychology | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Social sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Engineering | . | . | . | . | . | 2 | i | 3 | i | 4 | 3 | 3 | ||||||||
| Aerospace, aeronautical, and astronautical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological, biomedical, and biosystems engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Chemical, petroleum, and chemical-related engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Civil, environmental, transportation and related engineering fields | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Electrical, electronics, communications and computer engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Industrial, manufacturing, systems engineering and operations research | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mechanical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Metallurgical, mining, materials and related engineering fields | . | . | . | . | . | 2 | i | 3 | i | 2 | 3 | 3 | ||||||||
| Other engineering | . | . | . | . | . | 0 | i | 0 | i | 2 | 0 | 0 | ||||||||
| Clinical medicine | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Other health | . | . | . | . | . | 0 | i | 0 | i | 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 | 1 | i | 1 | 0 | 0 | ||||||||
| Science and engineering | . | . | . | . | . | 0 | i | 1 | i | 1 | 0 | 0 | ||||||||
| Science | . | . | . | . | . | 0 | i | 0 | i | 1 | 0 | 0 | ||||||||
| Agricultural and veterinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological and biomedical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Communication | . | . | . | . | . | 0 | i | 0 | i | 1 | 0 | 0 | ||||||||
| Computer and information sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Family and consumer sciences and human sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Geosciences, atmospheric, and ocean sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mathematics and statistics | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Multidisciplinary and interdisciplinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Natural resources and conservation | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Physical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Psychology | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Social sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Engineering | . | . | . | . | . | 0 | i | 1 | i | 0 | 0 | 0 | ||||||||
| Aerospace, aeronautical, and astronautical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological, biomedical, and biosystems engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Chemical, petroleum, and chemical-related engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Civil, environmental, transportation and related engineering fields | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Electrical, electronics, communications and computer engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Industrial, manufacturing, systems engineering and operations research | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mechanical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Metallurgical, mining, materials and related engineering fields | . | . | . | . | . | 0 | i | 1 | i | 0 | 0 | 0 | ||||||||
| Other engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Health | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Clinical medicine | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Other health | . | . | . | . | . | 0 | i | 0 | i | 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).
| Type and primary source of support | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All types and sources of support | . | . | . | . | . | 5 | i | 7 | i | 28 | 39 | 36 | ||||||||
| Fellowships | . | . | . | . | . | 0 | i | 2 | i | 0 | 0 | 0 | ||||||||
| Federal | . | . | . | . | . | 0 | i | 1 | i | 0 | 0 | 0 | ||||||||
| Institutional | . | . | . | . | . | 0 | i | 1 | i | 0 | 0 | 0 | ||||||||
| Nonfederal | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Research assistantships | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Federal | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Institutional | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Nonfederal | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Teaching assistantships | . | . | . | . | . | 4 | i | 4 | i | 0 | 0 | 0 | ||||||||
| Federal | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Institutional | . | . | . | . | . | 4 | i | 4 | i | 0 | 0 | 0 | ||||||||
| Nonfederal | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Other types of support | . | . | . | . | . | 1 | i | 1 | i | 28 | 39 | 36 | ||||||||
| Federal | . | . | . | . | . | 0 | i | 0 | i | 1 | 0 | 0 | ||||||||
| Institutional | . | . | . | . | . | 0 | i | 0 | i | 1 | 4 | 5 | ||||||||
| Nonfederal | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Personal resources | . | . | . | . | . | 1 | i | 1 | i | 26 | 35 | 31 |
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 | i | 0 | 0 | 0 | ||||||||
| Science | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Agricultural and veterinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological and biomedical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Communication | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Computer and information sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Family and consumer sciences and human sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Geosciences, atmospheric, and ocean sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mathematics and statistics | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Multidisciplinary and interdisciplinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Natural resources and conservation | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Physical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Psychology | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Social sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Aerospace, aeronautical, and astronautical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological, biomedical, and biosystems engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Chemical, petroleum, and chemical-related engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Civil, environmental, transportation and related engineering fields | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Electrical, electronics, communications and computer engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Industrial, manufacturing, systems engineering and operations research | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mechanical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Metallurgical, mining, materials and related engineering fields | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Other engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Clinical medicine | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Other health | . | . | . | . | . | 0 | i | 0 | i | 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 | i | 0 | 0 | 0 | ||||||||
| Science and engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Science | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Agricultural and veterinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological and biomedical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Communication | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Computer and information sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Family and consumer sciences and human sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Geosciences, atmospheric, and ocean sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mathematics and statistics | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Multidisciplinary and interdisciplinary sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Natural resources and conservation | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Physical sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Psychology | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Social sciences | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Aerospace, aeronautical, and astronautical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Biological, biomedical, and biosystems engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Chemical, petroleum, and chemical-related engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Civil, environmental, transportation and related engineering fields | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Electrical, electronics, communications and computer engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Industrial, manufacturing, systems engineering and operations research | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Mechanical engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Metallurgical, mining, materials and related engineering fields | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Other engineering | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Health | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Clinical medicine | . | . | . | . | . | 0 | i | 0 | i | 0 | 0 | 0 | ||||||||
| Other health | . | . | . | . | . | 0 | i | 0 | i | 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).
