by Ronda Britt[1]
Federal funding of higher education research and development increased in both current and constant dollars for the first time in 5 years, according to data from the Higher Education Research and Development (HERD) Survey by the National Center for Science and Engineering Statistics (NCSES) within the National Science Foundation (NSF). When adjusted for inflation, federal funding for higher education R&D increased by 1.4% between FY 2015 and FY 2016 (figure 1).
Overall, universities reported current dollar R&D expenditures of $72.0 billion in FY 2016 (table 1), a 4.8% increase from the FY 2015 total of $68.6 billion. This total represents the reported totals of 902 degree-granting institutions that spent at least $150,000 in R&D in the previous fiscal year. The remainder of this InfoBrief will focus on the 640 institutions included in the full version of the HERD Survey (standard form) that reported at least $1 million in R&D during their previous fiscal year and that accounted for 99.8% of the total R&D expenditures reported for FY 2016. For more information, see "Data Sources, Limitations, and Availability."
nec = not elsewhere classified; S&E = science and engineering. a As part of the reclassification of disciplines, some R&D field names have changed. See Technical Notes, Appendix A for details. NOTE: Institutions are included in the short form population if they reported less than $1 million in total R&D expenditures during the previous fiscal year. SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, Higher Education Research and Development Survey, FY 2016. |
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Survey population | |||
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Source of funds and R&D field | All institutions | Short form | Standard form |
All R&D expenditures | 71,971,736 | 138,428 | 71,833,308 |
By source of funds | |||
Federal government | 38,860,649 | 67,107 | 38,793,542 |
State and local government | 4,033,779 | 8,499 | 4,025,280 |
Institution funds | 18,014,538 | 39,576 | 17,974,962 |
Institutionally financed research | 11,505,260 | 34,173 | 11,471,087 |
Cost sharing | 1,432,876 | 2,043 | 1,430,833 |
Unrecovered indirect costs | 5,076,402 | 3,360 | 5,073,042 |
Business | 4,215,883 | 5,320 | 4,210,563 |
Nonprofit organizations | 4,628,526 | 13,726 | 4,614,800 |
All other sources | 2,218,361 | 4,200 | 2,214,161 |
By R&D field | |||
Science | 56,392,202 | 101,540 | 56,290,662 |
Computer and information sciencesa | 2,082,275 | 4,391 | 2,077,884 |
Geosciences, atmospheric, and ocean sciencesa | 3,095,606 | 7,832 | 3,087,774 |
Life sciences | 40,933,821 | 45,971 | 40,887,850 |
Mathematics and statisticsa | 686,061 | 4,400 | 681,661 |
Physical sciences | 4,913,289 | 19,724 | 4,893,565 |
Psychology | 1,222,859 | 4,138 | 1,218,721 |
Social sciences | 2,374,649 | 8,078 | 2,366,571 |
Sciences, nec | 1,083,642 | 7,006 | 1,076,636 |
Engineering | 11,394,686 | 12,959 | 11,381,727 |
Non-S&E | 4,184,848 | 23,929 | 4,160,919 |
In current dollars, federally funded R&D at universities increased 2.5% to $38.8 billion in FY 2016 (table 2). However, the share of higher education R&D supported by the federal government continued to decline. Since FY 2011, federally funded expenditures have dropped from 62.5% to 54.0% of total R&D expenditures.
DOD = Department of Defense; DOE = Department of Energy; HHS = Department of Health and Human Services; NASA = National Aeronautics and Space Administration; NSF = National Science Foundation; USDA = Department of Agriculture. NOTES: Because of rounding, detail may not add to total. Beginning with FY 2012, institutions reporting less than $1 million in total R&D expenditures completed a shorter version of the survey questionnaire. Those totals are not reflected here. SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, Higher Education Research and Development Survey. |
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Source of funds | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | % change 2015–16 |
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All R&D expenditures | 65,274 | 65,729 | 67,013 | 67,197 | 68,567 | 71,833 | 4.8 |
All federal R&D expenditures | 40,768 | 40,142 | 39,446 | 37,960 | 37,849 | 38,794 | 2.5 |
DOD | 4,814 | 4,908 | 5,023 | 4,926 | 5,089 | 5,313 | 4.4 |
DOE | 1,866 | 1,955 | 1,876 | 1,806 | 1,710 | 1,771 | 3.6 |
HHS | 22,995 | 21,916 | 21,211 | 20,299 | 19,999 | 20,659 | 3.3 |
NASA | 1,423 | 1,331 | 1,332 | 1,329 | 1,418 | 1,492 | 5.2 |
NSF | 5,140 | 5,276 | 5,393 | 5,125 | 5,118 | 5,114 | -0.1 |
USDA | 1,006 | 1,094 | 1,092 | 1,062 | 1,119 | 1,209 | 8.0 |
Other | 3,524 | 3,663 | 3,519 | 3,413 | 3,396 | 3,236 | -4.7 |
All nonfederal R&D expenditures | 24,506 | 25,587 | 27,567 | 29,236 | 30,718 | 33,040 | 7.6 |
State and local government | 3,851 | 3,734 | 3,696 | 3,903 | 3,855 | 4,025 | 4.4 |
Institution funds | 12,580 | 13,587 | 14,936 | 15,735 | 16,608 | 17,975 | 8.2 |
Business | 3,183 | 3,274 | 3,511 | 3,727 | 4,002 | 4,211 | 5.2 |
Nonprofit organizations | 3,854 | 4,022 | 3,889 | 3,964 | 4,220 | 4,615 | 9.4 |
All other sources | 1,038 | 969 | 1,535 | 1,908 | 2,033 | 2,214 | 8.9 |
Universities reported increases in expenditures funded by all the major R&D funding agencies except NSF. Expenditures funded by the National Aeronautics and Space Administration and the Departments of Agriculture, Defense, Energy, and Health and Human Services increased between about 2% and 8% over FY 2015, while NSF-funded expenditures remained flat. Expenditures funded by other federal agencies declined almost 5% in FY 2016.
All of the nonfederal funding sources showed increases from FY 2015 to FY 2016, in total rising 7.6% to $33.0 billion in FY 2016. Expenditures funded by nonprofit organizations had the largest increase, up 9.4% to $4.6 billion. Nonfederal funding reported as all other sources—such as foreign governments, other universities, or gifts designated by the donors for research—also rose nearly 9% to $2.2 billion in FY 2016.
The universities' own funding of R&D continued to rise in FY 2016, increasing 8.2% from the FY 2015 total to reach nearly $18 billion. Continuing the trend of recent years, the bulk of this growth has been in the institutions' direct funding of R&D activities, which has risen 49.1% since FY 2012 to $11.5 billion in FY 2016 (figure 2). Cost sharing on sponsored projects has stayed roughly stable at $1.4 billion since FY 2013. Unrecovered indirect costs, or the amount of indirect costs that are not reimbursed to the institution for externally funded R&D, has risen more slowly over the past 4 years, with a 4.7% increase between FY 2015 and FY 2016. Unrecovered indirect costs now total over $5 billion, or 7% of all R&D expenditures within the higher education sector.
Higher education R&D has long been heavily concentrated in three fields, which together accounted for 65.2% of the total spent in FY 2016: health sciences ($22.4 billion), biological and biomedical sciences ($13.0 billion), and engineering ($11.4 billion) (table 3). Among the broad fields, R&D expenditures within non-science and engineering fields saw the largest growth in FY 2016, increasing 14.9% to $4.1 billion.
na = not applicable; separate data for natural resources and conservation, materials science, anthropology, and industrial and manufacturing engineering were not collected prior to FY 2016. nec = not elsewhere classified; S&E = science and engineering. NOTES: R&D expenditure amounts in various fields may show increases or decreases from amounts reported in FY 2015 because of the reclassification of disciplines. See Technical Notes, Appendix A in the full set of data tables for specific details about discipline changes. SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, Higher Education Research and Development Survey. |
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Field | 2015 | 2016 | % change 2015–16 | ||||
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All R&D fields | 68,566,890 | 71,833,308 | 4.8 | ||||
Science | 53,873,278 | 56,290,662 | 4.5 | ||||
Computer and information sciences | 1,962,827 | 2,077,884 | 5.9 | ||||
Geosciences, atmospheric, and ocean sciences | 3,247,416 | 3,087,774 | -4.9 | ||||
Atmospheric science and meteorology | 573,932 | 626,518 | 9.2 | ||||
Geological and earth sciences | 1,113,619 | 999,351 | -10.3 | ||||
Ocean sciences and marine sciences | 1,050,173 | 1,097,864 | 4.5 | ||||
Geosciences, atmospheric and ocean sciences, nec | 509,692 | 364,041 | -28.6 | ||||
Life sciences | 38,787,071 | 40,887,850 | 5.4 | ||||
Agricultural sciences | 3,480,029 | 3,293,092 | -5.4 | ||||
Biological and biomedical sciences | 11,702,462 | 13,048,981 | 11.5 | ||||
Health sciences | 21,304,898 | 22,393,716 | 5.1 | ||||
Natural resources and conservation | na | 689,725 | na | ||||
Life sciences, nec | 2,299,682 | 1,462,336 | -36.4 | ||||
Mathematics and statistics | 641,083 | 681,661 | 6.3 | ||||
Physical sciences | 4,659,279 | 4,893,565 | 5.0 | ||||
Astronomy and astrophysics | 626,652 | 622,008 | -0.7 | ||||
Chemistry | 1,757,423 | 1,775,071 | 1.0 | ||||
Materials science | na | 172,086 | na | ||||
Physics | 2,047,761 | 2,124,098 | 3.7 | ||||
Physical sciences, nec | 227,443 | 200,302 | -11.9 | ||||
Psychology | 1,181,909 | 1,218,721 | 3.1 | ||||
Social sciences | 2,317,108 | 2,366,571 | 2.1 | ||||
Anthropology | na | 96,505 | na | ||||
Economics | 456,561 | 396,393 | -13.2 | ||||
Political science and government | 459,416 | 385,245 | -16.1 | ||||
Sociology, demography, and population studies | 524,763 | 504,594 | -3.8 | ||||
Social sciences, nec | 876,368 | 983,834 | 12.3 | ||||
Sciences, nec | 1,076,585 | 1,076,636 | 0.0 | ||||
Engineering | 11,072,232 | 11,381,727 | 2.8 | ||||
Aerospace, aeronautical, and astronautical engineering | 734,104 | 883,260 | 20.3 | ||||
Bioengineering and biomedical engineering | 1,003,766 | 1,084,355 | 8.0 | ||||
Chemical engineering | 915,204 | 885,273 | -3.3 | ||||
Civil engineering | 1,287,446 | 1,331,155 | 3.4 | ||||
Electrical, electronic, and communications engineering | 2,492,317 | 2,517,147 | 1.0 | ||||
Industrial and manufacturing engineering | na | 239,078 | na | ||||
Mechanical engineering | 1,514,753 | 1,435,828 | -5.2 | ||||
Metallurgical and materials engineering | 1,102,027 | 771,683 | -30.0 | ||||
Engineering, nec | 2,022,615 | 2,233,948 | 10.4 | ||||
Non-S&E | 3,621,380 | 4,160,919 | 14.9 | ||||
Business management and business administration | 569,811 | 649,856 | 14.0 | ||||
Communication and communications technologies | 168,525 | 168,861 | 0.2 | ||||
Education | 1,291,062 | 1,352,650 | 4.8 | ||||
Humanities | 430,210 | 435,079 | 1.1 | ||||
Law | 174,734 | 190,443 | 9.0 | ||||
Social work | 214,381 | 208,969 | -2.5 | ||||
Visual and performing arts | 100,656 | 142,445 | 41.5 | ||||
Non-S&E, nec | 672,001 | 1,012,616 | 50.7 | ||||
Substantive changes were made to the field list and classification structure for the FY 2016 survey to modernize the list and harmonize the categories with other NCSES surveys. Several fields were renamed, such as medical sciences to health sciences, and some disciplines were moved to different subfields to achieve comparability across surveys. In particular, many of the disciplines listed under life sciences, not elsewhere classified (nec) were moved to health sciences. This is reflected in the 36.4% decline in life sciences, nec, for FY 2016. In addition, four new subfields were added: natural resources and conservation under life sciences, materials science under physical sciences, anthropology under social sciences, and industrial and manufacturing engineering under engineering. These changes primarily affect trends in the revised subfields and do not significantly affect the broad field trends. For complete details on the changes, see Technical Notes, Appendix A in the full set of data tables (https://ncsesdata.nsf.gov/herd/2016/).
There remains remarkable stability in the year-to-year composition of the largest university R&D performers. Relative to FY 2015, there was only one institution change within the top 30 institutions in R&D spending in FY 2016 (table 4). New York University rose 12 spots from number 35 in FY 2015 to number 23 in FY 2016, with a 34% increase to $810 million. This increase was driven by a newfound ability to capture and report all institution funding of R&D within their medical school, as well as increased R&D expenditures at their Abu Dhabi campus. The University of Texas, Austin, which had ranked at number 30 in FY 2015, fell to number 34 in FY 2016 with $622 million in R&D expenditures. The University of Pennsylvania also rose substantially in the ranks, from number 17 in FY 2015 to number 3 in FY 2016. Their 50% increase in one year was also due to new reporting of institution funding of R&D within their medical school.
a Johns Hopkins University includes Applied Physics Laboratory, with $1,403 million in total R&D expenditures in FY 2016. NOTES: Because of rounding, detail may not add to total. Institutions ranked are geographically separate campuses headed by a campus-level president or chancellor. SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, Higher Education Research and Development Survey. |
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Rank | Institution | 2014 | 2015 | 2016 | % change 2015–16 |
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All institutions | 67,197 | 68,567 | 71,833 | 4.8 | |||
Leading 30 institutions | 27,589 | 28,343 | 30,157 | 6.4 | |||
1 | Johns Hopkins U.a | 2,242 | 2,306 | 2,431 | 5.4 | ||
2 | U. Michigan, Ann Arbor | 1,349 | 1,369 | 1,436 | 4.9 | ||
3 | U. Pennsylvania | 828 | 864 | 1,296 | 50.0 | ||
4 | U. California, San Francisco | 1,084 | 1,127 | 1,294 | 14.8 | ||
5 | U. Washington, Seattle | 1,176 | 1,181 | 1,278 | 8.2 | ||
6 | U. Wisconsin-Madison | 1,109 | 1,069 | 1,158 | 8.3 | ||
7 | U. California, San Diego | 1,067 | 1,101 | 1,087 | -1.3 | ||
8 | Harvard U. | 934 | 1,014 | 1,077 | 6.2 | ||
9 | Stanford U. | 959 | 1,023 | 1,066 | 4.2 | ||
10 | Duke U. | 1,037 | 1,037 | 1,056 | 1.8 | ||
11 | U. North Carolina, Chapel Hill | 990 | 967 | 1,045 | 8.1 | ||
12 | U. California, Los Angeles | 948 | 1,021 | 1,038 | 1.7 | ||
13 | Cornell U. | 883 | 954 | 974 | 2.1 | ||
14 | Massachusetts Institute of Technology | 908 | 931 | 946 | 1.6 | ||
15 | U. Minnesota, Twin Cities | 877 | 881 | 910 | 3.3 | ||
16 | Texas A&M U., College Station and Health Science Center | 854 | 867 | 893 | 3.0 | ||
17 | U. Pittsburgh, Pittsburgh | 857 | 861 | 890 | 3.4 | ||
18 | Yale U. | 773 | 803 | 882 | 9.8 | ||
19 | U. Texas M.D. Anderson Cancer Center | 795 | 833 | 852 | 2.3 | ||
20 | Columbia U. in the City of New York | 891 | 868 | 837 | -3.6 | ||
21 | Pennsylvania State U., University Park and Hershey Medical Center | 801 | 791 | 826 | 4.4 | ||
22 | Ohio State U. | 815 | 818 | 818 | 0.0 | ||
23 | New York U. | 524 | 602 | 810 | 34.6 | ||
24 | U. Florida | 709 | 740 | 791 | 6.9 | ||
25 | Georgia Institute of Technology | 726 | 765 | 791 | 3.4 | ||
26 | U. California, Berkeley | 744 | 789 | 774 | -1.9 | ||
27 | U. California, Davis | 712 | 721 | 742 | 2.9 | ||
28 | Washington U., Saint Louis | 665 | 694 | 741 | 6.8 | ||
29 | Northwestern U. | 645 | 656 | 713 | 8.7 | ||
30 | U. Southern California | 687 | 691 | 703 | 1.7 |
The number of universities reporting over $1 billion in R&D spending has increased from 1 institution in FY 2007 to 12 institutions in FY 2016. Combined, the top 30 institutions accounted for 42.0% of the total spent on R&D within the higher education sector in FY 2016.
The fiscal year referred to throughout this report is the academic fiscal year. For most institutions, FY 2016 represents 1 July 2015 through 30 June 2016. The higher education R&D expenditures data were collected from a census of 902 universities and colleges that grant a bachelor's degree or higher and expended at least $150,000 in R&D in FY 2016. To reduce respondent burden, the HERD Survey was revised beginning in FY 2012 to request abbreviated data from institutions reporting less than $1 million in R&D expenditures during the previous fiscal year. Except for figure 1 and table 1, the totals shown in this InfoBrief do not include expenditures reported by 262 institutions that completed a short-form version of the survey in FY 2016. These institutions accounted for $138 million (0.2%) of total higher education R&D expenditures in FY 2016.
The amounts reported include all funds expended for activities specifically organized to produce research outcomes and sponsored by an outside organization or separately accounted for using institution funds. R&D expenditures at university-administered federally funded research and development centers (FFRDCs) are collected in a separate survey, the FFRDC R&D Survey, and these data are available at https://www.nsf.gov/statistics/ffrdc/.
The full set of data tables from this survey is available at https://ncsesdata.nsf.gov/herd/2016/.
[1] Ronda Britt, Research and Development Statistics Program, National Center for Science and Engineering Statistics, National Science Foundation, 2415 Eisenhower Avenue, Suite W14200, Alexandria, VA 22314 (rbritt@nsf.gov; 703-292-7765).