U.S. Business R&D

Businesses have been the predominant performers of U.S. R&D dating back to the 1950s. Given its prominent role, year-to-year increases and declines in business R&D performance greatly influence the overall U.S. R&D total (Figure 4-2). The U.S. business sector is diverse, with wide differences in the goods and services provided across industries and in the various production inputs required, including for R&D. Historically, companies in manufacturing industries have accounted for two-thirds or more of U.S. business R&D, with the balance accounted for by companies in nonmanufacturing industries. However, most business R&D in the United States currently stems from a relative handful of industries, classified in both the manufacturing and nonmanufacturing sectors.

Key Characteristics of Domestic Business R&D Performance

U.S. business R&D is the R&D performed by companies in the domestic United States, including R&D paid for by the company itself (from company-owned, U.S.-located units or from company subsidiaries located overseas) and R&D paid for by others (such as other companies, domestic or foreign, including foreign parents of U.S. subsidiaries; the federal government; nonfederal government, domestic or foreign; and nonprofit or other organizations, domestic or foreign). NCSES’s annual Business R&D and Innovation Survey (BRDIS) and Business Research and Development Survey (BRDS) provide data on for-profit, nonfarm companies that are publicly or privately held in the United States.

Industries That Perform the Most U.S. Business R&D

U.S. businesses performed $400.1 billion of R&D in 2017, 81% of which is accounted for by five business sectors and subsectors ($324.0 billion) (Table 4-9).

  • Chemicals manufacturing (North American Industry Classification System [NAICS] 325, which includes the pharmaceuticals industry) accounts for 19% of business R&D performance, most of which is from the pharmaceuticals and medicines industry.
  • Computer and electronic products manufacturing (NAICS 334) accounts for 20% of business R&D performance.
  • Transportation equipment manufacturing (NAICS 336, which includes the automobiles and aerospace industries) accounts for 13% of business R&D performance.
  • Information (NAICS 51, which includes the software publishing industry) accounts for about 20% of business R&D performance, two-fifths of which was in software publishing.
  • Professional, scientific, and technical (PST) services (NAICS 54, which includes the computer systems design and scientific R&D services industries) accounts for 9% of business R&D performance. About half of PST services is in the scientific R&D services industry, but R&D is also sizable in the computer systems design and related services industry (Table 4-9).

Funds spent for business R&D performed in the United States, by source of funds and selected industry: 2017

(Millions of dollars and percent share)
Industry and NAICS codeAll R&DaPaid for by the companybPaid for by others
TotalFederalCompaniesAll other organizationsd
DomesticForeignc
 empty$millions empty
All industries, 21–33, 42–81c400,100 339,036 61,065 24,277i 17,494 18,404 890i
Manufacturing industries, 31–33257,227 216,155 41,072 18,889i 6,229 15,434 520i
Chemicals, 32574,977 63,285 11,692 205 2,696 8,707 84 empty
Pharmaceuticals and medicines, 325466,202 55,229 10,973 186 2,685 8,019 83 empty
Other 3258,775 empty8,056 empty719 empty19 empty11 empty688 empty1 empty
Machinery, 33313,197 12,257 940 170 130i 640 0 empty
Computer and electronic products, 33478,575 69,942 8,633 3,937 s s s empty
Electrical equipment, appliances, and components, 3354,291 4,110 181 38 65 77i 1i
Transportation equipment, 33653,292 34,629 18,663i 14,433i s empty2,219 s empty
Automobiles, trailers, and parts, 3361–6323,881 21,137 2,745 s s s s empty
Aerospace products and parts, 336426,383 11,903 14,480i s empty1209i s s empty
Other 3363,028 empty1,589 empty1,438 emptys s emptys emptys empty
Manufacturing nec, other 31–3332,895 empty31,932 empty963i106is emptys emptys empty
Nonmanufacturing industries, 21–23, 42–81142,874 122,881 19,993 5,388 11,265i 2,970 370i
Information, 5180,252 78,898 1,354 98 117 1138 1 empty
Software publishers, 511234,264 33,201 1,062 62 66 933 1 empty
Other 5145,988 empty45,697 empty292 empty36 empty51 empty205 empty0 empty
Finance and insurance, 527,616 7,565 51 0 *i 0 51 empty
Professional, scientific, and technical services, 5436,922 18,972 17,951 5,256 10,874i 1,530 291i
Computer systems design and related services, 541513,327 11,669 1,658 995 339 201 123 empty
Scientific R&D services, 541717,321 2,817 14,504 3,200 10,024i 1,160 120i
Other 546,274 empty4,486 empty1,789 empty1,061 empty511i169 empty48i
Nonmanufacturing nec, other 21–23, 42–8118,084 empty17,446 empty637 empty34 empty274 empty302 empty27 empty
 emptyPercentage of sector or industry totals
All industries, 21–33, 42–81c100.0 empty84.7 empty15.3 empty6.1 empty4.4 empty4.6 empty0.2 empty
Manufacturing industries, 31–33100.0 empty84.0 empty16.0 empty7.3 empty2.4 empty6.0 empty0.2 empty
Chemicals, 325100.0 empty84.4 empty15.6 empty0.3 empty3.6 empty11.6 empty0.1 empty
Pharmaceuticals and medicines, 3254100.0 empty83.4 empty16.6 empty0.3 empty4.1 empty12.1 empty0.1 empty
Other 325100.0 empty91.8 empty8.2 empty0.2 empty0.1 empty7.8 empty0.0 empty
Machinery, 333100.0 empty92.9 empty7.1 empty1.3 empty1.0 empty4.8 empty0.0 empty
Computer and electronic products, 334100.0 empty89.0 empty11.0 empty5.0 emptys emptys emptys empty
Electrical equipment, appliances, and components, 335100.0 empty95.8 empty4.2 empty0.9 empty1.5 empty1.8 empty0.0 empty
Transportation equipment, 336100.0 empty65.0 empty35.0 empty27.1 emptys empty4.2 emptys empty
Automobiles, trailers, and parts, 3361–63100.0 empty88.5 empty11.5 emptys emptys emptys emptys empty
Aerospace products and parts, 3364100.0 empty45.1 empty54.9 emptys empty4.6 emptys emptys empty
Other 336100.0 empty52.5 empty47.5 emptys emptys emptys emptys empty
Manufacturing nec, other 31–33100.0 empty97.1 empty2.9 empty0.3 emptys emptys emptys empty
Nonmanufacturing industries, 21–23, 42–81100.0 empty86.0 empty14.0 empty3.8 empty7.9 empty2.1 empty0.3 empty
Information, 51100.0 empty98.3 empty1.7 empty0.1 empty0.1 empty1.4 empty0.0 empty
Software publishers, 5112100.0 empty96.9 empty3.1 empty0.2 empty0.2 empty2.7 empty0.0 empty
Other 51100.0 empty99.4 empty0.6 empty0.1 empty0.1 empty0.4 empty0.0 empty
Finance and insurance, 52100.0 empty99.3 empty0.7 empty0.0 empty* empty0.0 empty0.7 empty
Professional, scientific, and technical services, 54100.0 empty51.4 empty48.6 empty14.2 empty29.5 empty4.1 empty0.8 empty
Computer systems design and related services, 5415100.0 empty87.6 empty12.4 empty7.5 empty2.5 empty1.5 empty0.9 empty
Scientific R&D services, 5417100.0 empty16.3 empty83.7 empty18.5 empty57.9 empty6.7 empty0.7 empty
Other 54100.0 empty71.5 empty28.5 empty16.9 empty8.1 empty2.7 empty0.8 empty
Nonmanufacturing nec, other 21–23, 42–81100.0 empty96.5 empty3.5 empty0.2 empty1.5 empty1.7 empty0.1 empty

* = amount < $500,000; i = more than 50% of value imputed; s = suppressed for reasons of confidentiality or reliability.

NAICS = North American Industry Classification System; nec = not elsewhere classified.

a All R&D is the cost of domestic R&D paid for by the respondent company and others outside of the company and performed by the company.

b Includes foreign subsidiaries of U.S. companies ($19.2 billion).

c Includes foreign parent companies of U.S. subsidiaries ($15.4 billion) and unaffiliated companies ($3.0 billion). Excludes funds from foreign subsidiaries to U.S. companies paid for through intercompany transactions ($19.2 billion).

d Includes U.S. state government agencies and laboratories ($0.1 billion); U.S. universities, colleges, and academic researchers ($0.1 billion); and all other organizations located inside ($0.5 billion) and outside the United States ($0.2 billion).

Note(s):

Detail may not add to total because of rounding. Statistics are representative of companies located in the United States that performed or funded R&D. Industry classification was based on the dominant business code for domestic R&D performance, where available. For companies that did not report business codes, the classification used for sampling was assigned. This table excludes data for federally funded R&D centers.

Source(s):

National Center for Science and Engineering Statistics, National Science Foundation, and U.S. Census Bureau, Business Research and Development Survey, 2017.

Science and Engineering Indicators

These sectors and subsectors have R&D intensities that are generally higher than others in the national economy (Table 4-10). While the distribution of R&D performance shares among these five sectors or subsectors has been relatively stable since 2008, notable changes include a 4 percentage point drop in the shares for transportation equipment and PST services, as well as a 7 percentage point increase in the share of the information industry.

Sales and R&D intensity for companies that performed or funded R&D, by selected industry: 2017

(Millions of U.S. dollars, percent, and thousands of domestic employees)
Industry and NAICS codeDomestic net sales (US$millions)aR&D intensity (%)bDomestic employment (thousands)c
TotalR&Dd
All industries, 21–33, 42–819,682,6924.119,8931,609
Manufacturing industries, 31–335,423,9974.79,919916
Chemicals, 325901,8598.31,234174
Pharmaceuticals and medicines, 3254466,39114.2518127
Other 325435,4682.071647
Machinery, 333323,0824.183985
Computer and electronic products, 334697,11811.31,200258
Electrical equipment, appliances, and components, 335113,4343.829129
Transportation equipment, 3361,173,0954.51,771172
Automobiles, trailers, and parts, 3361–63756,4723.285292
Aerospace products and parts, 3364350,2017.571067
Other 33666,4224.620913
Manufacturing nec, other 31–332,215,4091.54,584198
Nonmanufacturing industries, 21–23, 42–814,258,6953.49,974693
Information, 511,192,1436.71,945305
Software publishers, 5112230,19714.9572134
Other 51961,9464.81,373171
Finance and insurance, 52736,4681.01,21136
Professional, scientific, and technical services, 54400,3759.21,330235
Computer systems design and related services, 5415152,2718.845678
Scientific R&D services, 541769,13425.128386
Other 54178,9703.559171
Nonmanufacturing nec, other 21–23, 42–811,929,7090.95,488117

NAICS = North American Industry Classification System; nec = not elsewhere classified.

a Dollar values for goods sold or services rendered by R&D-performing or R&D-funding companies located in the United States to customers outside of the company, including the U.S. federal government, foreign customers, and the company's foreign subsidiaries. Included are revenues from a company's foreign operations and subsidiaries and from discontinued operations. If a respondent company is owned by a foreign parent company, sales to the parent company and to affiliates not owned by the respondent company are included. Excluded are intracompany transfers, returns, allowances, freight charges, and excise, sales, and other revenue-based taxes.  

b R&D intensity is the cost of domestic R&D paid for by the respondent company and others outside of the company and performed by the company divided by domestic net sales of companies that performed or funded R&D.

c Data recorded on 12 March represent employment figures for the year.

d Includes researchers, R&D managers, technicians, clerical staff, and others assigned to R&D groups.

Note(s):

Detail may not add to total because of rounding. Sales, R&D intensity, and total domestic employment statistics are representative of companies located in the United States that performed or funded R&D; R&D employment statistics are representative of companies located in the United States that performed R&D. Industry classification was based on the dominant business code for domestic R&D performance, where available. For companies that did not report business codes, the classification used for sampling was assigned. This table excludes data for federally funded R&D centers.

Source(s):

National Center for Science and Engineering Statistics, National Science Foundation, and U.S. Census Bureau, Business Research and Development Survey, 2017.

Science and Engineering Indicators

Sources of Funding for U.S. Business R&D

Business R&D performance is primarily funded by the companies themselves. In 2017, 85% of U.S. business R&D performance was funded mainly by companies’ own funds. The vast majority of these funds came from company units owned and located in the United States (80%), with a small amount (nearly 5%) from companies’ foreign subsidiaries (Table 4-11). The remainder (15%) came from R&D performed by the company but paid for by others. The federal government is the largest of these sources, funding about 6% of business R&D performance in 2017.

Funds spent for business R&D performed in the United States: Selected years, 2010–17

(Millions of dollars and percent share)
Sector201020122014201520162017
$millions
U.S. total R&D406,580433,619475,418493,687515,305542,222
All business R&Da278,977302,250340,728355,821374,685400,100
Paid for by the company221,706247,280282,570296,677317,731339,036
From company-owned, U.S.-located units218,187242,674277,272289,892306,611319,796
From foreign subsidiaries3,5194,6065,2986,78511,12019,240
Paid for by others57,27154,97058,15859,14456,95461,065
Federal34,19930,62126,55426,99023,77224,277
Domestic companies11,01311,62413,22714,59514,23917,494
Foreign companies11,01512,09317,24616,31717,69218,404
Foreign parentb7,1028,48613,40712,57914,76615,426
Unaffiliated companies3,9133,6073,8393,7382,9262,978
All other organizationsc1,0446321,1311,2421249890
Source of funds as a percentage of all business R&D
All business R&Da100.0100.0100.0100.0100.0100.0
Paid for by the company79.581.882.983.484.884.7
From company-owned, U.S.-located units78.280.381.481.581.879.9
From foreign subsidiaries1.31.51.61.93.04.8
Paid for by others20.518.217.116.615.215.3
Federal12.310.17.87.66.36.1
Domestic companies3.93.83.94.13.84.4
Foreign companies3.94.05.14.64.74.6
Foreign parentb2.52.83.93.53.93.9
Unaffiliated companies1.41.21.11.10.80.7
All other organizationsc0.40.20.30.30.30.2

a Includes companies located in the United States that performed or funded R&D. Data in this table represent an aggregate of all industries in the North American Industry Classification System codes 21–33 and 42–81.

b Includes foreign parent companies of U.S. subsidiaries.

c Includes U.S. state government agencies and laboratories, foreign agencies and laboratories, and all other organizations located inside and outside the United States.

Note(s):

Detail may not add to total because of rounding. Industry classification was based on the dominant business code for domestic R&D performance, where available. For companies that did not report business codes, the classification used for sampling was assigned. This table excludes data for federally funded R&D centers.

Source(s):

National Center for Science and Engineering Statistics, National Science Foundation, Business R&D and Innovation Survey (BRDIS), Business Research and Development Survey (BRDS) (annual series).

Science and Engineering Indicators

The most notable change since 2010 is the declining role of federal funding, falling from 12% in 2010 to 6% in 2016 and 2017 (Table 4-11). In addition, there are some noteworthy differences when more narrowly defined sectors and industries are considered, particularly for the five top R&D-performing sectors and subsectors previously discussed (see Table 4-9).

Company Size and U.S. Business R&D

In 2017, the largest companies (i.e., those with 25,000 or more domestic employees) performed over a third (37%) of U.S. business R&D (Table 4-12). Micro companies (5–9 employees) and small companies (10–49 employees) accounted together for about 3%. The remaining 60% was distributed among the size classifications between these extremes. The distribution of business R&D performance by company size has not greatly changed in recent years. Nonetheless, a more extensive NCSES analysis of the Business R&D and Innovation Survey data from 2009–15 concluded that R&D performance by larger-sized companies rebounded from the Great Recession considerably better than small companies and micro companies (see Anderson and Kindlon ).

Funds spent for business R&D performed in the United States, by size of company: Selected years, 2010–17

(Millions of dollars and percent share)
Size of company (number of domestic employees)Millions of dollarsPercentage of all business R&D
201020122014201520162017201020122014201520162017
All business domestic R&Da278,977302,250 empty340,728 empty355,821 empty374,685 empty400,100 empty100.0100.0100.0100.0100.0100.0
Micro companiesb empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty
5–93,8512,926i3,295i2,988i1,581iNA empty1.41.01.00.80.4NA
Small companies empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty
10–24c8,7226,915i7,177iNA emptyNA emptyNA empty3.12.32.1NANANA
25–498,6247,195i8,428iNA emptyNA emptyNA empty3.12.42.5NANANA
10–19cNANA emptyNA empty5,680i4,958i3,311 emptyNANANA1.61.30.8
20–49cNANA emptyNA empty10,249i9,662i9,435 emptyNANANA2.92.62.4
Medium companies empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty
50–998,8559,182i10,178i11,509 empty9,298 empty10,141 empty3.23.03.03.22.52.5
100–24911,86612,480 empty13,492 empty13,602 empty14,875 empty17,216 empty4.34.14.03.84.04.3
Large companies empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty empty
250–49910,28311,264 empty12,203 empty13,553 empty13,092 empty14,103 empty3.73.73.63.83.53.5
500–99910,11711,484 empty13,262 empty15,217 empty14,450 empty17,871 empty3.63.83.94.33.94.5
1,000–4,99948,22850,691 empty57,551 empty58,094 empty63,971 empty65,112 empty17.316.816.916.317.116.3
5,000–9,99927,46330,483 empty38,202 empty38,838 empty40,633 empty40,198 empty9.810.111.210.910.810.0
10,000–24,99941,83549,493 empty54,445 empty59,328 empty65,594 empty73,485 empty15.016.416.016.717.518.4
25,000 or more99,133110,138 empty122,495 empty126,763 empty136,571 empty149,227 empty35.536.436.035.636.437.3

i = more than 50% of value imputed; NA = not available.

a R&D performed by companies in the domestic United States. Includes industries in NAICS 21–33, 42–81.

b Data from the Business R&D and Innovation Survey (BRDIS; 2008–16) do not include companies with fewer than 5 employees. Data from the Business Research and Development Survey (BRDS; 2017) do not include companies with fewer than 10 employees. (Data on companies with 1–9 employees will be collected by the Annual Business Survey.)

c Employee size categories have been revised to match international classifications starting in 2015.

Note(s):

Detail may not add to total because of rounding. This table excludes data for federally funded R&D centers.

Source(s):

National Center for Science and Engineering Statistics, National Science Foundation, Business R&D and Innovation Survey (BRDIS), Business Research and Development Survey (BRDS) (annual series).

Science and Engineering Indicators

Cross-National Comparisons of Business R&D

The industries currently predominant in performing business R&D in the other largest R&D-performing countries exhibit both similarities and differences to those in the United States. This section analyzes cross-national comparisons for the United States, France, Germany, the United Kingdom, China, Japan, and South Korea (Table 4-13). Corresponding statistics for India are not presently available. The data analyzed come from OECD’s Analytical Business Enterprise R&D (ANBERD) database (OECD 2019a). The industry classification used in this section is based on the International Standard Industrial Classification of All Economic Activities (ISIC), Revision 4, for all countries (including the United States). The ISIC differs somewhat from NAICS, which is used elsewhere in this report to analyze the U.S. trends. Only those industries with comparatively higher levels of annual R&D performance are included in the following analysis. For a more complete listing of industries, see the OECD ANBERD database. (All amounts and calculations are in current PPP dollars, unless otherwise noted. The text below focuses on comparing the shares of national R&D performed by differing industries within countries; the associated dollar amounts are listed in Table 4-13.)

Business expenditures for R&D, by selected countries and top R&D-performing industries: 2016 or most recent year

(PPP millions of current dollars and percent share)
IndustryISIC Rev.4United States (2016)France (2016)Germany (2016)United Kingdom (2016)China (2016)Japan (2016)South Korea (2015)
SectionDivision
PPP current $millions
Total business enterpriseA–U1–99374,68540,49581,73931,812349,685129,75259,644
ManufacturingC10–33250,53320,24269,42213,166304,342112,76653,446
Chemicals and chemical products empty208,9471,2425,09168826,6238,2753,136
Pharmaceuticals, medicinal chemical, and botanical products empty2164,62810685,87854814,06613,1681,576
Computer, electronic, and optical products empty2677,3854,8369,9361,56057,49425,59929,893
Motor vehicles, trailers, and semi-trailers empty2922,0422,90428,4784,22030,19834,0427,550
Other transport equipment empty3029,2333,9372,6352,59513,23510871011
Air and spacecraft and related machinery empty30326,6453,5902,1942,369NA754275
Total servicesG–U45–99120,23018,89711,77918,015NA15,3104,802
Information and communicationJ58–6386,4954,9264,3344,573NA5,7062,470
Publishing activities empty5833,5741,407NA118NA181,620
Software publishing empty58233,4951,383NA47NANA1,589
Computer programming, consultancy, and related activities empty6215,7472,2833,6692,354NA2,094255
Professional, scientific, and technical activitiesM69–7521,84810,4876,52410,242NA8,3121,391
Scientific R&D empty7214,8424,7122,9407,625NA7,641402
Percentage of total business enterprise
Total business enterpriseA–U1–99100.0100.0100.0100.0100.0100.0100.0
ManufacturingC10–3366.950.084.941.487.086.989.6
Chemicals and chemical products empty202.43.16.22.27.66.45.3
Pharmaceuticals, medicinal chemical, and botanical products empty2117.22.67.21.74.010.12.6
Computer, electronic, and optical products empty2620.711.912.24.916.419.750.1
Motor vehicles, trailers, and semi-trailers empty295.97.234.813.38.626.212.7
Other transport equipment empty307.89.73.28.23.80.81.7
Air and spacecraft and related machinery empty3037.18.92.77.4NA0.60.5
Total servicesG–U45–9932.146.714.456.6NA11.88.1
Information and communicationJ58-6323.112.25.314.4NA4.44.1
Publishing activities empty589.03.5NA0.4NA0.02.7
Software publishing empty5828.93.4NA0.1NANA2.7
Computer programming, consultancy, and related activities empty624.25.64.57.4NA1.60.4
Professional, scientific, and technical activitiesM69–755.825.98.032.2NA6.42.3
Scientific R&D empty724.011.63.624.0NA5.90.7

NA = not available.

ISIC Rev.4 = International Standard Industrial Classification of All Economic Activities, Revision 4; PPP = purchasing power parity.

Note(s):

Detail may not add to total because of rounding. Industry classifications for all countries are based on main activity. The U.S. business R&D data are from the U.S. Business R&D and Innovation Survey 2016 (cross-walked to the ISIC Rev. 4 classifications). In general, the table includes industries with annual R&D expenditures of $10 billion or more (i.e., each country's largest R&D performers). See the Organisation for Economic Co-operation and Development's (OECD's) ANalytical Business Enterprise Research and Development (ANBERD) database for a more detailed set of industries by country.

Source(s):

OECD, ANalytical Business Enterprise Research and Development (ANBERD) database.

Science and Engineering Indicators

Overall, the manufacturing sector accounted for a substantially higher share of overall business R&D in Germany, Japan, South Korea, and China (85% to 90%) relative to the United States, France, and the United Kingdom (41% to 67%) (Table 4-13). For Germany, within manufacturing, motor vehicles, trailers, and semi-trailers (ISIC 29, 35%) and computer, electronic, and optical products (ISIC 26, 12%) accounted for substantial levels of business R&D. For Japan, motor vehicles, trailers, and semi-trailers (ISIC 29, 26%), computer, electronic, and optical products (ISIC 26, 20%), and pharmaceuticals, medicinal chemical, and botanical products (ISIC 21, 10%) were the three largest R&D-performing sectors in 2016. For South Korea, computer, electronic, and optical products (ISIC 26, 50%) and motor vehicles, trailers, and semi-trailers (ISIC 29, 13%) were important sectors. Most of China’s business R&D in 2016 was conducted in manufacturing (87%) but is more diverse among manufacturing industries than the other countries analyzed here. Computer, electronic, and optical products (ISIC 26, 16%), chemicals and chemical products (ISIC 20, 8%), motor vehicles, trailers, and semi-trailers (ISIC 29, 9%), and the other manufacturing industries all played important roles in China.

Based on ISIC, the manufacturing section (ISIC 10–33) accounted for about two-thirds (67%) of the overall business R&D performance in the United States in 2016. The three largest sectors were computer, electronic, and optical products (ISIC 26, 21%); pharmaceuticals, medicinal chemical, and botanical products (ISIC 21, 17%); and the air and spacecraft and related machinery industry (ISIC 303, 7%). These shares are similar to those reported earlier in this report based on the NAICS categories.

In addition to manufacturing, a comprehensive group encompassing all services (ISIC 45–99) accounted for most of the rest of U.S. business R&D in 2016 ($120.2 billion, or 32%) (Table 4-13), with information and communication (ISIC 58–63, 23%) and PST activities (ISIC 69–75, 6%) playing important roles.

France and the United Kingdom were exceptions to the manufacturing emphasis, given the large shares of R&D that occurred in services industries (Table 4-13). For France, 47% of business R&D came from services, with 26% from PST activities (ISIC 69–75) and 12% from information and communication (ISIC 58–63). For the United Kingdom, 57% of business R&D comprised services: 32% from PST activities (ISIC 69–75), and 14% from information and communication (ISIC 58–63).