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).

FIGURE 1. Higher education R&D expenditures, by source of funds: FYs 1972–2016
FIGURE 1. Higher education R&D expenditures, by source of funds: FYs 1972–2016.

NOTES: Because of rounding, detail may not add to total. Includes all institutions surveyed in the fiscal years shown. Prior to FY 2003, totals did not include R&D expenditures in non-science and engineering fields.

SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, Higher Education Research and Development Survey.

Figure 1 Source Data: Excel file

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."

TABLE 1. Higher education R&D expenditures, by source of funds, R&D field, and survey population: FY 2016
(Thousands of current dollars)

 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.

Table 1 Source Data: Excel file

Survey population
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

R&D Expenditures, by Source of Funding

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.

TABLE 2. Higher education R&D expenditures, by source of funds: FYs 2011–16
(Millions of current dollars)

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.

Table 2 Source Data: Excel file

Source of funds 2011 2012 2013 2014 2015 2016 % change
2015–16
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.

FIGURE 2. Institutionally funded R&D expenditures, by purpose: FYs 2012–16
FIGURE 2. Institutionally funded R&D expenditures, by purpose: FYs 2012–16.

SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, Higher Education Research and Development Survey.

Figure 2 Source Data: Excel file

R&D Expenditures, by Field

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.

TABLE 3. Higher education R&D expenditures, by R&D field: FYs 2015–16
(Thousands of current dollars)

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.

Table 3 Source Data: Excel file

Field 2015 2016 % change 2015–16
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/).

Top University Research Performers

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.

TABLE 4. Thirty institutions reporting the largest FY 2016 R&D expenditures in all fields: FYs 2014–16
(Millions of current dollars)

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.

Table 4 Source Data: Excel file

Rank Institution 2014 2015 2016 % change
2015–16
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.

Data Sources, Limitations, and Availability

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/.

Note

[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).