by Mark Boroush[1]

New data from the National Center for Science and Engineering Statistics (NCSES) within the National Science Foundation indicate that research and experimental development (R&D)[2] performed in the United States totaled $547.9 billion in 2017 (table 1). The estimated total for 2018, based on performer-reported expectations, is $580.0 billion. These numbers compare with U.S. R&D totals of $493.7 billion in 2015 and $406.6 billion in 2010. (All amounts and calculations are reported in current dollars, unless otherwise noted.)

TABLE 1. U.S. R&D expenditures, by performing sector and source of funds: 2010–18
(Current and constant 2012 millions of dollars)
Performing sector and source of funds 2010 2011 2012 2013 2014 2015 2016 2017a 2018b

FFRDC = federally funded research and development center.

a Some data for 2017 are preliminary and may later be revised.
b The data for 2018 are estimates and will later be revised.
c Includes expenditures of federal intramural R&D as well as costs associated with administering extramural R&D procurements.
d Some components of the R&D performed by other nonprofit organizations are projected and may later be revised.

NOTES: Data are based on annual reports by performers, except for the nonprofit sector. Expenditure levels for higher education, federal government, and nonfederal government performers are calendar year approximations based on fiscal year data.

SOURCE: National Center for Science and Engineering Statistics, National Patterns of R&D Resources (annual series).

Table 1 Source Data: Excel file

Current $millions
All performing sectors 406,579 426,160 433,619 453,966 475,425 493,684 515,641 547,886 579,985
Business 278,977 294,092 302,251 322,528 340,728 355,821 374,685 400,101 422,070
Federal government 50,798 53,524 52,144 51,086 52,687 52,847 51,187 52,553 58,240
Federal intramuralc 31,970 34,950 34,017 33,406 34,783 34,199 31,762 32,231 36,856
FFRDCs 18,828 18,574 18,128 17,680 17,903 18,649 19,424 20,322 21,383
Nonfederal government 691 694 665 620 583 595 622 641 641
Higher education 58,083 60,088 60,896 61,547 62,349 64,623 67,800 71,251 74,722
Other nonprofit organizationsd 18,030 17,762 17,664 18,185 19,078 19,798 21,347 23,340 24,312
All funding sources 406,579 426,160 433,619 453,966 475,425 493,684 515,641 547,886 579,985
Business 248,124 266,422 275,718 297,168 318,383 333,208 355,545 381,137 404,231
Federal government 126,616 127,014 123,837 120,130 118,365 119,524 116,492 120,961 127,246
Nonfederal government 4,303 4,386 4,158 4,244 4,214 4,267 4,481 4,582 4,726
Higher education 12,262 13,103 14,300 15,378 16,210 17,299 18,484 19,723 21,120
Other nonprofit organizationsd 15,275 15,235 15,607 17,046 18,254 19,386 20,640 21,482 22,662
Constant 2012 $millions
All performing sectors 423,033 434,334 433,619 446,136 458,735 471,444 487,370 508,272 525,256
Business 290,267 299,733 302,251 316,965 328,767 339,792 354,142 371,173 382,242
Federal government 52,854 54,551 52,144 50,205 50,837 50,467 48,380 48,753 52,744
Federal intramuralc 33,264 35,621 34,017 32,830 33,562 32,658 30,021 29,901 33,378
FFRDCs 19,590 18,930 18,128 17,375 17,275 17,809 18,359 18,852 19,365
Nonfederal government 719 707 665 609 563 568 588 594 580
Higher education 60,434 61,240 60,896 60,485 60,160 61,712 64,083 66,099 67,671
Other nonprofit organizationsd 18,760 18,103 17,664 17,871 18,408 18,906 20,177 21,653 22,018
All funding sources 423,033 434,334 433,619 446,136 458,735 471,444 487,370 508,272 525,256
Business 258,165 271,531 275,718 292,043 307,206 318,197 336,051 353,580 366,087
Federal government 131,740 129,450 123,837 118,058 114,209 114,140 110,105 112,215 115,238
Nonfederal government 4,477 4,471 4,158 4,171 4,066 4,075 4,235 4,251 4,280
Higher education 12,758 13,354 14,300 15,112 15,640 16,520 17,470 18,297 19,127
Other nonprofit organizationsd 15,893 15,528 15,607 16,752 17,614 18,513 19,508 19,929 20,523

The U.S. R&D system consists of the activities of a diverse group of R&D performers and sources of funding. Included here are private businesses, the federal government, nonfederal governments, higher education institutions, and other nonprofit organizations. The organizations that perform R&D often receive significant levels of outside funding, and organizations that fund R&D may also themselves be performers. The data for this InfoBrief mainly derive from NCSES surveys of the annual R&D expenditures of these performers and funders (see "Data Sources and Availability" for additional information).

Current Trends in U.S. Total R&D and R&D Intensity

U.S. Total R&D

The 2010–17 period has seen sizable year-over-year increases in U.S. R&D expenditures, averaging $20.2 billion annually—a stark contrast with essentially no change between 2008 and 2010, a period marked by the impacts of the Great Recession. The 2018 estimate represents a $32 billion increase over the 2017 level. This pattern of sustained annual increase in U.S. total R&D is due mainly to consistently higher levels of business R&D performance (figure 1).

FIGURE 1. Year-to-year changes in U.S. R&D expenditures, by performer: 2012–18
FIGURE 1. Year-to-year changes in U.S. R&D expenditures, by performer: 2012–18.

FFRDC = federally funded research and development center.

NOTE: Data for 2017 are preliminary, and those for 2018 are estimates; some of these data may later be revised.

SOURCE: National Center for Science and Engineering Statistics, National Patterns of R&D Resources (annual series).

Figure 1 Source Data: Excel file

Adjusted for inflation, growth in U.S. total R&D averaged 2.7% annually over the 2010–17 period, moderately higher than the 2.2% average growth of U.S. gross domestic product (GDP) (table 2)[3]. By comparison, average annual growth of U.S. total R&D in the prior decade (2000–10), was lower at 2.1%, although it still outpaced the 1.7% rate of GDP expansion. The estimate for 2018 shows R&D growing at 3.3%, compared to GDP at 2.9%.

TABLE 2. Annual changes in U.S. R&D expenditures and gross domestic product, by performing sector: 1990–2018
(Percent)
Expenditures and gross
domestic product
Longer-term trends Most recent years
1990–2000 2000–10 2010–17   2010–11 2011–12 2012–13 2013–14 2014–15 2015–16 2016–17 2017–18

NA = not available.

FFRDC = federally funded research and development center.

a Includes expenditures of federal intramural R&D as well as costs associated with administering extramural R&D procurement.
b Survey data on state internal R&D performance was not available prior to 2006; state data for 2008 were not collected.
c Some components of the R&D performed by other nonprofit organizations are projected and may later be revised.

NOTES: Longer term trend rates are calculated as compound annual growth rates. Data for 2018 are estimates and will later be revised.

SOURCE: National Center for Science and Engineering Statistics, National Patterns of R&D Resources (annual series).

Table 2 Source Data: Excel file

Current $
Total R&D, all performers 5.8 4.3 4.4   4.8 1.8 4.7 4.7 3.8 4.4 6.3 5.9
Business 6.4 3.4 5.3   5.4 2.8 6.7 5.6 4.4 5.3 6.8 5.5
Federal government 1.9 5.9 0.5   5.4 -2.6 -2.0 3.1 0.3 -3.1 2.7 10.8
Federal intramurala 2.1 5.2 0.1   9.3 -2.7 -1.8 4.1 -1.7 -7.1 1.5 14.4
FFRDCs 1.7 7.3 1.1   -1.4 -2.4 -2.5 1.3 4.2 4.2 4.6 5.2
Nonfederal governmentb NA NA -1.1   0.4 -4.2 -6.8 -5.9 2.0 4.7 2.9 0.1
Higher education 5.9 6.9 3.0   3.5 1.3 1.1 1.3 3.6 4.9 5.1 4.9
Other nonprofit organizationsc 8.8 6.6 3.8   -1.5 -0.6 2.9 4.9 3.8 7.8 9.3 4.2
Gross domestic product 5.6 3.9 3.8   3.7 4.2 3.6 4.4 4.0 2.7 4.3 5.4
Constant 2012 $
Total R&D, all performers 3.7 2.1 2.7   2.7 -0.2 2.9 2.8 2.8 3.4 4.3 3.3
Business 4.3 1.3 3.6   3.3 0.8 4.9 3.7 3.4 4.2 4.8 3.0
Federal government -0.1 3.8 -1.1   3.2 -4.4 -3.7 1.3 -0.7 -4.1 0.8 8.2
Federal intramurala 0.0 3.0 -1.5   7.1 -4.5 -3.5 2.2 -2.7 -8.1 -0.4 11.6
FFRDCs -0.4 5.1 -0.5   -3.4 -4.2 -4.2 -0.6 3.1 3.1 2.7 2.7
Nonfederal governmentb NA NA -2.7   -1.7 -6.0 -8.4 -7.6 0.9 3.6 1.0 -2.3
Higher education 3.7 4.7 1.3   1.3 -0.6 -0.7 -0.5 2.6 3.8 3.1 2.4
Other nonprofit organizationsc 6.6 4.4 2.1   -3.5 -2.4 1.2 3.0 2.7 6.7 7.3 1.7
Gross domestic product 3.4 1.7 2.2   1.6 2.2 1.8 2.5 2.9 1.6 2.4 2.9

R&D-to-GDP Ratio

The ratio of total national R&D expenditures to GDP is widely used by national statistical offices and other policy analysts as an overall gauge of the intensity of a nation's R&D effort. In this new edition of the National Patterns data, the ratio of U.S. R&D to GDP was 2.81% in 2017 and estimated to be 2.82% in 2018.[4]

The U.S. ratio generally has been rising since the mid-1990s, though with some periods of decline (figure 2). The highest U.S. ratios recorded are 2.79% in 1964, 2.79% in 2009, 2.81% in 2017, and estimated 2.82% in 2018.[5]

FIGURE 2. Ratio of U.S. R&D to gross domestic product, by source of funding for R&D: 1953–2018
FIGURE 2. Ratio of U.S. R&D to gross domestic product, by source of funding for R&D: 1953–2018.

NOTES: Data for 2017 are preliminary, and those for 2018 are estimates; some of these data may later be revised. The federally funded data represent the federal government as a funder of R&D by all performers; similarly the business-funded data represent businesses as funders of R&D by all performers. The other nonfederal category includes R&D funded by all other sources—mainly, higher education, nonfederal government, and other nonprofit organizations. The gross domestic product (GDP) data used reflect the Bureau of Economic Analysis's comprehensive revisions of the National Income and Product Accounts of August 2019.

SOURCE: National Center for Science and Engineering Statistics, National Patterns of R&D Resources (annual series).

Figure 2 Source Data: Excel file

Most of the rise in R&D-to-GDP ratio over the past several decades owes to the increase of nonfederal spending on R&D, particularly by the business sector. This arises largely from the growing role of business R&D in the national R&D system, which in turn reflects the increase of R&D-dependent goods and services in the national and global economies. By contrast, the share of federally funded R&D expenditures declined from the mid-1980s to the late 1990s, notably from cuts in defense-related R&D. This was followed by a gradual uptick through 2009, driven by increased federal spending on biomedical and national security R&D and the one-time incremental funding for R&D provided by the American Recovery and Reinvestment Act of 2009 (ARRA). The federally funded share, however, has returned to a path of mainly decline since 2010 (figure 2).

Performers of R&D

Business

The business sector is by far the largest performer of U.S. R&D. In 2017, domestically performed business R&D accounted for $400.1 billion, or 73% of the $547.9 billion national R&D total (tables 1 and 3)[6]. The business sector's predominance in national R&D performance has long been the case, with its annual share ranging between 69% and 73% in 2000–17.[7]

TABLE 3. U.S. R&D expenditures, by performing sector, source of funds, and type of work: 2017
(Millions of dollars and percent distribution)
Performing sector and type of work Source of funds ($millions) Percent
distribution by
performer
Total Business Federal
government
Nonfederal
government
Higher
education
Other
nonprofit
organizations

* = small to negligible amount, included as part of the funding provided by other sectors.

FFRDC = federally funded research and development center.

NOTES: Data for 2017 include some estimates and may later be revised. Some components of R&D performance and funding by other nonprofit organizations are projected and may later be revised.

SOURCE: National Center for Science and Engineering Statistics, National Patterns of R&D Resources (annual series).

Table 3 Source Data: Excel file

R&D 547,886 381,137 120,961 4,582 19,723 21,482 100.0
Business 400,101 374,934 24,277 121 * 769 73.0
Federal government 52,553 194 52,174 33 * 152 9.6
Federal intramural 32,231 0 32,231 0 0 0 5.9
FFRDCs 20,322 194 19,943 33 * 152 3.7
Nonfederal government 641 * 258 383 * * 0.1
Higher education 71,251 4,276 36,034 4,046 19,723 7,173 13.0
Other nonprofit organizations 23,340 1,734 8,218 * * 13,389 4.3
Percent distribution by funding source 100.0 69.6 22.1 0.8 3.6 3.9 -
Basic research 91,453 26,318 38,653 2,440 12,231 11,811 100.0
Business 24,829 22,942 1,783 14 * 90 27.1
Federal government 10,388 38 10,313 6 * 30 11.4
Federal intramural 6,259 0 6,259 0 0 0 6.8
FFRDCs 4,128 38 4,054 6 * 30 4.5
Nonfederal government 104 * 42 62 * * 0.1
Higher education 44,302 2,376 23,082 2,357 12,231 4,257 48.4
Other nonprofit organizations 11,830 963 3,434 * * 7,434 12.9
Percent distribution by funding source 100.0 28.8 42.3 2.7 13.4 12.9 -
Applied research 108,805 58,701 37,620 1,578 5,328 5,578 100.0
Business 62,133 56,904 5,037 26 * 166 57.1
Federal government 18,165 91 17,992 10 * 72 16.7
Federal intramural 10,124 0 10,124 0 0 0 9.3
FFRDCs 8,041 91 7,868 10 * 72 7.4
Nonfederal government 514 * 207 307 * * 0.5
Higher education 20,009 1,267 10,232 1,234 5,328 1,948 18.4
Other nonprofit organizations 7,984 439 4,152 * * 3,393 7.3
Percent distribution by funding source 100.0 54.0 34.6 1.5 4.9 5.1 -
Experimental development 347,622 296,118 44,688 559 2,164 4,093 100.0
Business 313,139 295,089 17,457 81 * 513 90.1
Federal government 23,995 64 23,869 11 * 51 6.9
Federal intramural 15,848 0 15,848 0 0 0 4.6
FFRDCs 8,147 64 8,021 11 * 51 2.3
Nonfederal government 22 * 9 13 * * 0.0
Higher education 6,941 633 2,721 455 2,164 969 2.0
Other nonprofit organizations 3,526 332 632 * * 2,562 1.0
Percent distribution by funding source 100.0 85.2 12.9 0.2 0.6 1.2 -

Adjusted for inflation, growth in business R&D averaged 3.6% annually during this period, well ahead of the 2.7% annual average for U.S. total R&D and the 2.2% annual average for GDP (table 2).

Higher Education

R&D performed in the United States by the higher education sector totaled $71.3 billion in 2017, or 13% of U.S. total R&D (tables 1 and 3). Over the period 2000–17, the higher education share of U.S. R&D has ranged between 11% and 14%.

Adjusted for inflation, growth in this sector's R&D performance averaged 1.3% annually in 2010–17, well behind both U.S. total R&D (2.7%) and GDP (2.2%). The year-by-year trajectory in higher education R&D expenditures has been marked by contrasts: relatively high growth in 2010 and 2011, noticeable slowdown in 2012–14, and return to substantial growth in 2015–17 (table 2).

Federal Agencies and Federally Funded Research and Development Centers

The federal government performed $52.6 billion, or 10%, of the U.S. R&D total in 2017 (tables 1 and 3). This included $32.2 billion (6% of the U.S. total) performed by the intramural R&D facilities of federal agencies and $20.3 billion (4%) performed by the 42 federally funded research and development centers (FFRDCs). The federal share of U.S. R&D performance rose from about 11% in 2000 to 12% in 2010, but has declined since then, down to about 10% in 2017.

Adjusted for inflation, this sector's R&D performance in 2010–17 declined at an annual average rate of 1.1%—a sharp contrast to the growth in total U.S. R&D (2.7%) and GDP (2.2%) over the same period (table 2). In the previous decade (2000–10), federal R&D performance grew an average of 3.8% yearly, well ahead of U.S. total R&D (2.1%). The reversal in the 2010–17 period reflects mainly the waning after 2010 of the incremental funding from ARRA and the more challenging environment for federal budget support after 2011. (Also, starting in 2016, a revision to the guidelines governing federal agency reporting of R&D expenditures reduced—particularly for the Department of Defense—the reported level of federal intramural R&D performance by $5 billion to $7 billion annually compared to prior years.[8])

State Government

State agency intramural R&D performance in 2017 is estimated to be $641 million—a small share (about 0.1%) of the U.S. total (tables 1 and 3). This includes all 50 states and the District of Columbia.

Other Nonprofit Organizations

R&D performed in the United States by other nonprofit organizations (which excludes universities and FFRDCs) was an estimated $23.3 billion in 2017 (tables 1 and 3). This was 4% of U.S. total R&D, a share estimated to have increased only slightly since the late 1990s.

Sources of R&D Funding

Business

Matching its predominant role in R&D performance, the business sector is also the leading source of funding for R&D performed in the United States. In 2017, business sector funding accounted for $381.1 billion, or 70%, of U.S. total R&D performance (table 3). Nearly all (98%) of the business sector's funding for R&D that year supported business R&D performance—whether performed by the company itself or in support of the R&D performed by other companies.[9] The remainder went to R&D performers in higher education, other nonprofit organizations, and FFRDCs.

The business sector's dominant role in U.S. R&D funding began in the early 1980s, when its support started to exceed 50% of the total. In 2000–17, the business sector's funding share ranged from 61% to 70% annually.

Federal Government

The federal government is the second-largest source of funding for U.S. R&D, behind the business sector. It is a major resource for most of the U.S. R&D performer sectors, except the business sector, where the federal role is overshadowed by business's own funds.

Funds from the federal government accounted for $121.0 billion, or 22%, of U.S. total R&D in 2017 (table 1). Federal funding was directed mainly to R&D performance by the federal government, businesses, and higher education (table 3). In 2017, federal funding supported about 51% of academic R&D performance; 6% of business R&D performance; 35% of nonprofit R&D performance; and almost all (98%) of FFRDC R&D performance.

Several decades ago, the federal government was the leading sponsor of the nation's R&D—funding 67% of all U.S. R&D in 1964 (figure 2). The federal share decreased to half (49%) of all funding in the late 1970s, to a little over a third (36%) in the mid-1990s, and to a quarter (25%) by the turn of the century. (A major factor in the decrease of the federal share of national R&D was the sharp decline in funding for space R&D after the United States won the race to the moon in the late 1960s. At largely the same time, the business sector was rapidly expanding its energy-related R&D in response to the world oil supply crises.) The share ticked up again to 31% in 2009 and 2010, amid changing business conditions and expanded federal funding for health, defense, and counterterrorism R&D (including ARRA funding). The federal share, however, again declined in the subsequent years and stands at 22% in 2017. As with the recent decline in the federal share of R&D performance, this decline in the federal share of R&D funding reflects a waning after ARRA and the more challenging federal budget environment since 2011.

Other Sources

The remainder of R&D funding from other sources is a smaller component: $45.8 billion in 2017, or about 8% of all U.S. R&D performance (table 3). Of this amount, $19.7 billion was from higher education's own institutional funds, all of which remain in the academic sector; $4.6 billion was from state and local governments, primarily supporting academic research; and $21.5 billion was from other nonprofit organizations, mostly funding this sector's own R&D. Of the estimated nonprofit total, some funds ($7.2 billion) support R&D in higher education, and small amounts support business ($0.8 billion) and FFRDC ($0.2 billion) R&D performance.

R&D by Type of Work

In 2017, basic research activities accounted for $91.5 billion, or 17% of total U.S. R&D expenditures (table 4). Applied research was $108.8 billion, or 20% of the total. Most of the total of U.S. R&D expenditures was experimental development at $347.6 billion, or 63%.

TABLE 4. U.S. R&D expenditures, by type of work: Selected years, 2000–18
(Current and constant 2012 dollar billions and percent distribution)
Type of work 2000 2010 2012 2013 2014 2015 2016 2017a 2018b

a Some data for 2017 are preliminary and may later be revised.
b The data for 2018 are estimates and will later be revised.

NOTES: Data throughout the time series reported here are consistently based on Organisation for Economic Co-operation and Development Frascati Manual definitions for basic research, applied research, and experimental development. Prior to 2010, however, some changes were introduced in the questionnaires of the sectoral expenditure surveys to improve the accuracy of respondents' classification of their R&D. Therefore, small percentage changes in the historical data may not be meaningful.

SOURCE: National Center for Science and Engineering Statistics, National Patterns of R&D Resources (annual series).

Table 4 Source Data: Excel file

Current $billions
All R&D 267.9 406.6 433.6 454.0 475.4 493.7 515.6 547.9 580.0
Basic research 42.0 76.0 73.4 78.6 82.1 83.5 88.6 91.5 96.5
Applied research 56.5 79.2 87.0 88.2 91.8 97.2 104.8 108.8 115.0
Experimental development 169.4 251.4 273.3 287.1 301.5 312.9 322.2 347.6 368.5
Constant 2012 $billions
All R&D 343.2 423.0 433.6 446.1 458.7 471.4 487.4 508.3 525.3
Basic research 53.8 79.1 73.4 77.2 79.3 79.8 83.8 84.8 87.4
Applied research 72.4 82.4 87.0 86.7 88.6 92.9 99.1 100.9 104.1
Experimental development 217.0 261.6 273.3 282.2 290.9 298.8 304.5 322.5 333.8
Percent distribution
All R&D 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0
Basic research 15.7 18.7 16.9 17.3 17.3 16.9 17.2 16.7 16.6
Applied research 21.1 19.5 20.1 19.4 19.3 19.7 20.3 19.9 19.8
Experimental development 63.2 61.8 63.0 63.3 63.4 63.4 62.5 63.4 63.5

Higher education accounted for just under half (48%) of the $91.5 billion of basic research in 2017 (table 3). The business sector was the second-largest basic research performer (27%). Business was the majority performer (57%) of the $108.8 billion of applied research in 2017. Higher education was second at 18%; federal intramural performers plus FFRDCs amounted to 17% of the applied research total. Business continued to dominate experimental development, accounting for 90% of the $347.6 billion of that category in 2017.

Federal funding accounted for 42% of the $91.5 billion of basic research in 2017. But federal funds were less prominent for applied research (35% of $108.8 billion) and experimental development (13% of $347.6 billion). The business sector provided the greatest share of funding for applied research (54%) and the predominant share for experimental development (85%). It also accounted for a sizable share (29%) of funding for basic research.

The shares of U.S. total R&D expenditures among the three types of R&D have remained largely stable over the 2010–17 period—essentially the same for applied research, somewhat less for basic research, and somewhat more for experimental development (table 4). Adjusted for inflation, about $6 billion more in basic research was performed in 2017 than in 2010, $19 billion more in applied research, and $61 billion more in experimental development.

Between 2010 and 2017, the most notable shifts in the relative roles of performers and funders were in basic research. In 2010, businesses performed 22% of U.S. basic research, but the sector's role rose to 27% in 2017 (partly because of substantial increases in basic research performed by the pharmaceuticals and medicines industries, as well as the professional, scientific, and technical services sector). Over the same period, the share of U.S. basic research performed by higher education institutions—historically, the nation's largest basic research performer—declined from 50% in 2010 to 48% in 2017. Businesses funded 23% of U.S. basic research in 2010, rising to 29% in 2017. Over the same period, the federally funded share declined from 53% in 2010 to 42% in 2017.

Data Sources and Availability

The statistics on U.S. R&D presented in this report derive mainly from integrating the data on R&D expenditures and funding collected by NCSES's annual national surveys on the organizations that perform and fund the vast majority of U.S. R&D. In some cases, the primary data from these surveys are adjusted to enable consistent integration of the statistics across these separately conducted surveys. In addition, preliminary or otherwise estimated values may be used where final data from one or more of the surveys are not yet available but can reasonably be calculated.

The R&D surveys involved include NCSES's Business Research and Development Survey (for 2017–18; for 2008–16, the preceding Business R&D and Innovation Survey; for 2007 and earlier years, the Survey of Industrial R&D), the Higher Education Research and Development Survey (for FYs 2010–18; for 2009 and earlier years, the preceding Survey of R&D Expenditures at Universities and Colleges), the Survey of Federal Funds for Research and Development (FYs 2018–19 and earlier years), and the FFRDC Research and Development Survey (FY 2018 and earlier years).[10] Amounts for the R&D performed by other nonprofit organizations with funding from the nonprofit sector and from business sources are estimated, based on parameters from the 1996–97 Survey of R&D Funding and Performance by Nonprofit Organizations.

A full set of detailed statistical tables associated with the National Patterns data will be available in the report National Patterns of R&D Resources: 2017–18 Data Update, at https://www.nsf.gov/statistics/natlpatterns/. This supplementary report also provides further details on the nature of the data and the National Patterns methodologies. For further information and questions, contact the author.

Notes

[1] Mark Boroush, Research and Development Statistics Program, National Center for Science and Engineering Statistics, National Science Foundation, 2415 Eisenhower Avenue, Suite W14200, Alexandria, VA 22314 (mboroush@nsf.gov; 703-292-8726).

[2] Research and experimental development comprise creative and systematic work undertaken in order to increase the stock of knowledge—including knowledge of humankind, culture, and society—and to devise new applications of available knowledge. Basic research: Experimental or theoretical work undertaken primarily to acquire new knowledge of the underlying foundations of phenomena and observable facts, without any particular application or use in view. Applied research: Original investigation undertaken in order to acquire new knowledge; directed primarily toward a specific, practical aim or objective. Experimental development: Systematic work, drawing on knowledge gained from research and practical experience and producing additional knowledge, which is directed to producing new products or processes or to improving existing products or processes. (Organisation for Economic Co-Operation and Development, Frascati Manual 2015: Guidelines for Collecting and Reporting Data on Research and Experimental Development. 7th ed. Paris.)

[3] In this report, dollars adjusted for inflation (i.e., constant dollars) are based on the GDP implicit price deflator (currently in 2012 dollars) as published by the Department of Commerce, Bureau of Economic Analysis (BEA) (https://www.bea.gov/iTable/index_nipa.cfm). Note that GDP deflators are calculated on an economy-wide scale and do not explicitly focus on R&D.

[4] By comparison, against the world's other largest R&D performers in 2017, the U.S.'s 2017 ratio was well ahead of China's 2.15%, France's 2.19%, and the United Kingdom's 1.66%. But it was behind Germany's 3.04% and Japan's 3.20%, and considerably behind South Korea's 4.55%. (Organisation for Economic Co-Operation and Development, Main Science and Technology Indicators, 2019/1, Paris.)

[5] Due to sample variability in the data for the business R&D component, the calculated R&D-to-GDP ratios for 1965, 2009, 2017, and 2018 are not significantly different from one another at a 90% confidence level.

[6] R&D performed in the domestic United States by businesses occurs widely in manufacturing and nonmanufacturing. Presently, most occurs in five sectors: chemicals manufacturing (which includes the pharmaceuticals industry); computer and electronic products manufacturing; transportation equipment manufacturing (which includes the automobiles and aerospace industries); information (which includes the software publishing industry); and professional, scientific, and technical services (which include the computer systems design and scientific R&D services industries). For further details and statistics, see the current report of the NCSES Business Research and Development Survey, https://www.nsf.gov/statistics/srvybrds/.

[7] Historical data not illustrated in the tables and figures in this report can be found in the full set of detailed statistical tables available at https://ncses.nsf.gov/pubs/nsf20307/.

[8] Starting in FY 2016 and thereafter, the data on federal intramural R&D exclude expenditures for preproduction development. (Preproduction development is nonexperimental work on a product or system before it goes into full production. For example, activities and programs that are categorized as "Operational Systems Development" in the DOD's Research, Development, Test, and Evaluation [RDT&E] budget activity structure.) This change aligns the federal intramural data with a recent change introduced in the definition of R&D by the U.S. Office of Management and Budget. In FYs 2016–18, federal intramural preproduction development totaled $5 billion to $7 billion each year.

[9] Business funding by business in this report refers to business funding for domestic business R&D performance plus business funding for FFRDCs and U.S. higher education and other nonprofit R&D performers.

[10] Estimates from the Business Research and Development Survey, the Business R&D and Innovation Survey, and the Survey of Industrial R&D are all derived from sample data and thereby contain sampling error. Consequently, estimates of total U.S. R&D also contain sampling error. For more information on this topic and other surveys used in the National Patterns tabulations, please see the technical notes in the accompanying data update at https://www.nsf.gov/statistics/natlpatterns/.