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National Science Foundation National Center for Science and Engineering Statistics
Federal Funds for Research and Development: Fiscal Years 2004-06

 


Appendix A. Technical Notes

 

Scope and Method

During the period February 2005 through February 2006, a total of 30 federal agencies (15 federal departments and 15 independent agencies) submitted data in response to the National Science Foundation's (NSF) annual Survey of Federal Funds for Research and Development (Federal Funds Survey), which was distributed in February 2005. Because in some cases multiple subdivisions of a federal department were requested to complete the survey, there were 90 individual respondents (5 federal departments, 15 independent agencies, and 70 department subdivisions). The agencies reported their data as obligations and outlays incurred or expected to be incurred, regardless of when the funds were appropriated or whether they were identified in the respondents' budgets specifically for R&D activities.

Only those agencies that had obligations in the variables represented by a particular table appear in that table. Appendix B provides a complete list of the federal agencies that have been included in the Federal Funds Survey. Additional notes associated with these agencies are provided in appendix C.

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Definitions

Definitions are essentially unchanged from those used in past surveys.

  1. Agency and subdivision. An agency is an organization of the federal government whose principal executive officer reports to the President. The Library of Congress is also included in the survey, even though its chief officer reports to Congress. Subdivision refers to any organizational unit of a reporting agency, such as a bureau, division, office, or service.
  2. Obligations and Outlays. Obligations represent the amounts for orders placed, contracts awarded, services received, and similar transactions during a given period, regardless of when the funds were appropriated and when future payment of money is required. Outlays represent the amounts for checks issued and cash payments made during a given period, regardless of when the funds were appropriated. Obligations and outlays cover all transactions that occurred in FY 2004 and those estimated for FY 2005 and 2006.

    Obligations and outlays reported are consistent with figures shown for FY 2004, 2005, and 2006 appearing in the Budget of the United States Government, Fiscal Year 2006. The R&D data that agencies submit to the Office of Management and Budget and to the Federal Funds Survey are based on the same definitions and are reconcilable.

    The data include all federal funds available to an agency that the agency received or expects to receive from direct appropriations, trust funds, special account receipts, corporate income, or other sources, including funds appropriated to the President.

    The amounts shown for each year reflect obligations or outlays for that year regardless of when the funds were originally authorized or received and regardless of whether they were appropriated, received, or identified in the agency's budget specifically for research, development, or R&D plant.

    In reporting its obligations or outlays, each agency includes the amounts transferred to other agencies for support of R&D. The receiving agencies do not report funds transferred to them. Similarly, a subdivision of an agency that transfers funds to another subdivision within that agency reports such obligations or outlays as its own.

    Obligations and outlays for R&D performed for an agency in foreign countries include all funds available to the agency for this purpose, including funds separately appropriated for special foreign-currency programs.

    Funds reported for R&D reflect full-cost coverage, which is the costs of specific R&D and the applicable overhead costs. The amounts reported include the costs of planning and administering R&D programs, laboratory overhead, pay of military personnel, and departmental administration.

  3. Fiscal year. The accounting period for the federal government begins 1 October of a given year and ends 30 September of the following year; thus, FY 2004 began on 1 October 2003 and ended 30 September 2004.
  4. Research, development, and R&D plant. Amounts for R&D and R&D plant include all direct, incidental, or related costs resulting from, or necessary to, performance of R&D and costs of R&D plant as defined below, regardless of whether the R&D is performed by a federal agency (intramurally) or by private individuals and organizations under grant or contract (extramurally). R&D excludes routine product testing, quality control, mapping and surveys, collection of general-purpose statistics, experimental production, and the training of scientific personnel.
    1. Research is defined as systematic study directed toward fuller scientific knowledge or understanding of the subject studied. Research is classified as either basic or applied according to the objectives of the sponsoring agency.

      Basic research is defined as systematic study directed toward fuller knowledge or understanding of the fundamental aspects of phenomena and of observable facts without specific applications towards processes or products in mind.

      Applied research is defined as systematic study to gain knowledge or understanding necessary to determine the means by which a recognized and specific need may be met.

    2. Development is defined as systematic application of knowledge or understanding, directed toward the production of useful materials, devices, and systems or methods, including design, development, and improvement of prototypes and new processes to meet specific requirements.

      To better differentiate between the part of the federal R&D budget that supports science and key enabling technologies (including technologies for military and nondefense applications) and the part that primarily supports testing and evaluation (mostly of defense-related systems), NSF now collects from the Department of Defense (DOD) development dollars in two categories: advanced technology development and major systems development.

      DOD uses service codes 6.1 through 6.7 to classify data into the survey categories. Within DOD's research categories, basic research is classified as 6.1, and applied research is classified as 6.2. Within DOD's development categories, advanced technology development is classified as 6.3A. Major systems development is classified as 6.3B through 6.7 and includes demonstration and validation, engineering and manufacturing development, management and support, and operational system development.

    3. Demonstration includes amounts for activities that are part of R&D (i.e., that are intended to prove or to test whether a technology or method does in fact work). Demonstrations intended primarily to make information available about new technologies or methods are excluded.

    4. R&D plant is defined as R&D facilities and fixed equipment, such as reactors, wind tunnels, and particle accelerators. Amounts include acquisition of, construction of, major repairs to, or alterations in structures, works, equipment, facilities, or land for use in R&D activities at federal or nonfederal installations. Excluded from the R&D plant category are costs of expendable or movable equipment (e.g., spectrometers, microscopes) and office furniture and equipment. Also excluded are the costs of predesign studies (e.g., those undertaken before commitment to a specific facility). These excluded costs are reported under "total conduct of research and development." Obligations for foreign R&D plant are limited to federal funds for facilities that are located abroad and used in support of foreign R&D.

  5. Fields of science and engineering. In this survey there are eight broad field categories, each comprising a number of detailed fields. The broad fields are environmental sciences, life sciences, mathematics and computer sciences, physical sciences, psychology, social sciences, sciences not elsewhere classified, and engineering. The term "not elsewhere classified" (nec) is used for multidisciplinary projects within a broad field and for single-discipline projects for which a separate field has not been assigned. The following list presents the broad fields and their associated detailed fields, together with illustrative disciplines of detailed fields.

    The illustrative disciplines are intended to be guidelines, not sharp definitions; they represent examples of disciplines generally classified under each detailed field. A discipline under one detailed field may be classified under another detailed field when the major emphasis is elsewhere. Research in biochemistry, for example, might be reported as biological, agricultural, or medical, depending on the focus of the project. Human biochemistry would be classified under biological, but animal biochemistry or plant biochemistry would fall under agricultural. In no case is the research reported under more than one field. No double counting is intended or allowed.

    1. Environmental sciences (terrestrial and extraterrestrial) are, with the exception of oceanography, concerned with the gross nonbiological properties of the areas of the solar system that directly or indirectly affect human survival and welfare. Obligations for studies pertaining to life in the sea or other bodies of water are reported as support of oceanography and not biology. Environmental sciences comprises the detailed fields of atmospheric sciences, geological sciences, oceanography, and environmental sciences nec. Examples of disciplines in these detailed fields are as follows:

      Atmospheric sciences: aeronomy, extraterrestrial atmospheres, meteorology, solar science, weather modification

      Geological sciences: engineering geophysics, general geology, geodesy and gravity, geomagnetism, hydrology, inorganic geochemistry, isotopic geochemistry, laboratory geophysics, organic geochemistry, paleomagnetism, paleontology, physical geography and cartography, seismology

      Oceanography: biological oceanography, chemical oceanography, marine geophysics, physical oceanography

      Environmental sciences nec

    2. Life sciences is concerned with the scientific study of living organisms and their systems. It comprises five detailed fields: agricultural sciences, biological sciences (excluding environmental biology), environmental biology, medical sciences, and life sciences nec. Examples of the disciplines in these detailed fields are as follows:

      Agricultural sciences: agronomy, animal sciences, food science and technology, fish and wildlife, forestry, horticulture, phytopathology, phytoproduction, plant sciences, soils and soil science, general agriculture, other agriculture nec

      Biological sciences (excluding environmental biology): anatomy, biochemistry, biology, biometry and biostatistics, biophysics, botany, cell biology, entomology and parasitology, genetics, microbiology, neuroscience (biological), nutrition, physiology, zoology, other biological sciences nec

      Environmental biology: ecosystem sciences, evolutionary biology, limnology, physiological ecology, population and biotic community ecology, population biology, systematics, other environmental biology nec

      Medical sciences: dentistry, internal medicine, neurology, obstetrics and gynecology, ophthalmology, otolaryngology, pathology, pediatrics, pharmacology, pharmacy, preventive medicine, psychiatry, radiology, surgery, veterinary medicine, other medical sciences nec

      Life sciences nec

    3. Mathematics and computer sciences employs logical reasoning with the aid of symbols and is concerned with the development of methods of operation using such symbols or with the application of such methods to automated information systems. It comprises the detailed fields of mathematics and computer sciences. Examples of disciplines in these detailed fields are as follows:

      Mathematics: algebra, analysis, applied mathematics, foundations and logic, geometry, numerical analysis, statistics, topology

      Computer sciences: computer and information sciences (general); design, development, and application of computer capabilities to data storage and manipulation; information sciences and systems; programming languages; systems analysis

      Mathematics and computer sciences nec

    4. Physical sciences is concerned with understanding of the material universe and its phenomena. It comprises the detailed fields of astronomy, chemistry, physics, and physical sciences nec. Examples of disciplines in these detailed fields are as follows:

      Astronomy: laboratory astrophysics; optical astronomy; radio astronomy; theoretical astrophysics; x ray, gamma-ray, and neutrino astronomy

      Chemistry: inorganic, organic, organometallic, and physical chemistry

      Physics: acoustics, atomic and molecular physics, condensed-matter physics, elementary particle physics, nuclear structure, optics, plasma physics

      Physical sciences nec

    5. Psychology deals with behavior, mental processes, and individual and group characteristics and abilities. Psychology in this survey is divided into three categories: biological aspects, social aspects, and psychological sciences nec. Examples of the disciplines in these categories are as follows:

      Biological aspects: animal behavior, clinical psychology, comparative psychology, ethology, and experimental psychology

      Social aspects: development and personality; educational, personnel, and vocational psychology and testing; industrial and engineering psychology; social psychology

      Psychological sciences nec

    6. Social sciences is concerned with an understanding of the behavior of social institutions and groups and of individuals as members of a group. Social sciences comprises the detailed fields of anthropology, economics, political science, sociology, and social sciences nec. Examples of disciplines in these detailed fields are as follows:

      Anthropology: applied anthropology, archaeology, cultural anthropology and personality, social anthropology and ethnology

      Economics: econometrics and economic statistics; economic systems and development; economic theory; history of economic thought; industrial, labor, and agricultural economics; international economics; macroeconomics; microeconomics; public finance and fiscal policy

      Political science: area or regional studies, comparative government, history of political ideas, international relations and law, national political and legal systems, political theory, public administration

      Sociology: comparative and historical sociology, complex organizations, culture and social structure, demography, group interactions, social problems and social welfare, sociological theory

      Social sciences nec: linguistics, research in education, research in history, research in law (e.g., attempts to assess impact on society of legal systems and practices), socioeconomic geography

    7. Other sciences nec is used for multidisciplinary or interdisciplinary projects that cannot be classified within one of the broad fields of science already listed.

    8. Engineering is concerned with developing engineering principles or making specific principles usable in engineering practice. Engineering in this survey is divided into eight detailed fields: aeronautical, astronautical, chemical, civil, electrical, mechanical, metallurgy and materials engineering, and engineering nec. Examples of disciplines in these detailed fields are as follows:

      Aeronautical engineering: aerodynamics

      Astronautical engineering: aerospace, space technology

      Chemical engineering: petroleum, petroleum refining process

      Civil engineering: architectural, environmental, hydraulic, hydrologic, marine, sanitary, and structural engineering; transportation

      Electrical engineering: communication, electronic engineering, power

      Mechanical engineering: engineering mechanics

      Metallurgy and materials engineering: ceramic engineering, mining, textile engineering, welding

      Engineering nec: agricultural engineering, bioengineering, biomedical engineering, industrial and management engineering, nuclear engineering, ocean engineering, systems engineering

  6. Performer. A performer is either an intramural group or an organization carrying out an operational function, or an extramural organization or a person receiving support or providing services under a contract or grant.

    1. Intramural performers are the agencies of the federal government. The work of these agencies is carried out directly by agency personnel. Obligations reported under this category are for activities performed or to be performed by the reporting agency itself or are for funds that the agency transfers to another federal agency for performance of work, as long as the ultimate performer is that agency or any federal agency. If the ultimate performer is not a federal agency, the funds transferred are reported by the transferring agency under the appropriate extramural performer category (universities and colleges, other nonprofit institutions, or industrial firms).

      Intramural activities cover not only actual intramural R&D performance but also the costs associated with planning and administration of both intramural and extramural programs by federal personnel. Intramural activities also include the costs of supplies and off-the-shelf equipment (equipment that has gone beyond the development or prototype stage) procured for use in intramural R&D. For example, an operational launch vehicle purchased from an extramural source by the National Aeronautics and Space Administration (NASA), and used for intramural performance of R&D, is reported as a part of the cost of intramural R&D.

    2. Extramural performers are organizations outside the federal sector that perform R&D with federal funds under contract, grant, or cooperative agreement. Only those costs associated with actual R&D performance are reported, but these costs would include costs of materials and supplies to carry out R&D activities. Note, however, that the costs of off-the-shelf supplies and equipment required to support intramural R&D and procured from extramural suppliers are considered part of the costs of intramural performance and not part of the costs of extramural performance. Extramural performers are identified as follows:

      1. Industrial firms—organizations that may legally distribute net earnings to individuals or to other organizations.
      2. Universities and colleges—institutions of higher education in the United States that offer at least 1 year of college-level study leading toward a degree. Included are colleges of liberal arts; schools of arts and sciences; professional schools, such as schools of engineering and medicine, including affiliated hospitals and associated research institutes; and agricultural experiment stations.
      3. Other nonprofit institutions—private organizations other than educational institutions whose net earnings in no part inure to the benefit of a private stockholder or individual and other private organizations organized for the exclusive purpose of turning over their entire net earnings to such nonprofit organizations.
      4. Federally funded research and development centers (FFRDCs)—R&D-performing organizations that are exclusively or substantially financed by the federal government and are supported by the federal government either to meet a particular R&D objective or, in some instances, to provide major facilities at universities for research and associated training purposes. Each center is administered by an industrial firm, a university, or another nonprofit institution. (A complete list of FFRDCs is provided in appendix D.)

        In general, organizations included in the FFRDC category meet all the following criteria:

        1. Its primary activities include one or more of the following: basic research, applied research, development, or management of R&D (specifically excluded are organizations engaged primarily in routine quality control and testing, routine service activities, production, mapping and surveys, and information dissemination).
        2. It is a separate operational unit within the parent organization or is organized as a separately incorporated organization.
        3. It performs actual R&D or R&D management either upon direct request by the federal government or under a broad charter from the federal government but in either case under the direct monitorship of the federal government.
        4. It receives its major financial support (70% or more) from the federal government, usually from one agency.
        5. It has, or is expected to have, a long-term relationship with its sponsoring agency (about 5 years or more), as evidenced by specific obligations assumed by it and the agency.
        6. Most or all of its facilities are owned by or are funded under contract with the federal government.
        7. It has an average annual budget (operating and capital equipment) of at least $500,000.
      5. State and local governments—state and local government agencies, excluding state or local universities and colleges, agricultural experiment stations, medical schools, and affiliated hospitals. (Federal R&D funds obligated directly to such state and local institutions excluded in this category are included under the "universities and colleges" category in this report.) R&D activities under the state and local category are performed either by the state or local agencies themselves or by other organizations under grants or contracts from such agencies. Regardless of the ultimate performer, federal R&D funds directed to state and local governments are reported only under this sector.
      6. Foreign performers—foreign citizens, foreign organizations, or foreign governments, as well as international organizations (such as the North Atlantic Treaty Organization; United Nations Educational, Scientific, and Cultural Organization (UNESCO); and World Health Organization), performing R&D work abroad financed by the federal government. Excluded from the survey are U.S. agencies, organizations, or citizens performing R&D abroad for the federal government. The survey does not seek information on offshore payments. An exception in the past was made in the case of U.S. citizens performing R&D abroad under special foreign currency funds; these activities were included under "foreign performers" but have not been collected since the mid-1990s. Foreign scientists performing in the United States, however, are excluded.
      7. Private individuals. When an R&D grant or contract is awarded directly to a private individual, obligations incurred are placed under "industrial firms."
  7. Federal obligations for research performed at universities and colleges, by detailed field of science. Only seven agencies are required to respond to the portion of the survey covering federal funding of research at universities and colleges, reported by detailed field of science. These seven agencies, the Departments of Agriculture, Defense, Energy, and Health and Human Services, and Homeland Security; NASA; and NSF, represented approximately 97% of the federal research obligations to universities and colleges in FY 2004.
  8. Geographic distribution of FY 2004 R&D obligations. Only the 11 largest R&D funding agencies are required to respond to the portion of the survey covering the geographic distribution of obligations for R&D and R&D plant. These 11 agencies, the Departments of Agriculture, Commerce, Defense, Energy, Health and Human Services, Homeland Security, the Interior, and Transportation; the Environmental Protection Agency; NASA; and NSF, accounted for approximately 98% of total federal R&D and R&D plant obligations in FY 2004.
    1. For actual FY 2004 data, respondents were asked to provide the principal location (state or outlying area) of the work performed by the primary contractor, grantee, or intramural organization. When this information was not available, respondents were asked to assign the obligations to the location (state, outlying area, or U.S. offices abroad) of the headquarters of the U.S. primary contractor, grantee, or intramural organization.
    2. Obligations for basic research, applied research, and development were reported as a combined R&D amount for non-DOD agencies. However, DOD agencies break out development obligations by advanced technology development and major systems development. Therefore, obligations for basic research, applied research, advanced technology development, and major system development were reported as a combined R&D amount for DOD agencies.

      Geographic distribution of Department of Defense development funding to industry reflects only the location of prime contractors, not the location of numerous subcontractors who perform most of the R&D.

    3. Specifically omitted from the geographic portion of the survey were R&D obligations to foreign performers and support of foreign performers. Foreign performer data, by country, are reported in a separate section of the Federal Funds Survey.

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Changes in Reporting

While completing the survey each year, agency respondents make revisions to their estimates for the latest 2 years of the previous report, in this case FY 2004 and 2005. Such revision is part of the budgetary cycle. From time to time, survey submissions also reflect reappraisals and revisions in classification of various aspects of agencies' R&D programs. When such revisions occur, NSF requests that the agencies provide revised prior-year data to maintain consistency and comparability with the most recent R&D concepts.

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Changes in the Scope of the Survey

The scope of the Federal Funds Survey has changed over time, and the survey instrument has been revised accordingly. The most recent changes are described in the following paragraphs.

Since the Volume 40 (FY 1990–92) survey cycle, DOD has reported research obligations and development obligations separately. Tables reporting obligations for research, by state and performer, and obligations for development, by state and performer, were specifically created for DOD. The additional detail provided by DOD highlights the following circumstances that are specific to DOD:

(1) DOD funds the preponderance of federal development.

(2) DOD development funded at institutions of higher education is typically performed at university-affiliated nonacademic laboratories. These are separate from the universities' academic departments, where university research is typically performed.

During the Volume 44 (FY 1994–96) survey cycle, the Director for Defense Research and Engineering (DDR&E) at DOD requested that NSF further clarify the true character of DOD's R&D program, particularly as it compares with other federal agencies, by adding more detail to development obligations reported by DOD respondents. Specifically, DOD requested that NSF allow DOD agencies to report development obligations in two separate categories, advanced technology development and major systems development.

The reasoning behind the DDR&E request for the additional development categories is best explained by the following excerpt from a letter written by Robert V. Tuohy, Chief, Program Analysis and Integration at DDR&E, to John E. Jankowski, Program Director, Research and Development Statistics Program, Division of Science Resources Statistics (SRS), NSF:

The DOD's R&D program is divided into two major pieces, Science and Technology (S&T) and Major Systems Development. The other federal agencies' entire R&D programs are equivalent in nature to DOD's S&T program, with the exception of the Department of Energy and possibly NASA. Comparing those other agency programs to DOD's program, including the development of weapons systems such as F-22 Fighter and the New Attack Submarine, is misleading.

At several annual issues workshops held during FY 1992–96, NSF learned from survey respondents that reliable data for certain survey items were difficult to obtain and report. As a result, NSF began to consider removing certain items from the survey instrument. The Volume 42 Detailed Statistical Tables publication was distributed with a flier notifying data users that NSF was considering eliminating several items from future volumes of the document. Data users were asked to review the list of affected tables shown on the flier and comment on the proposed eliminations to NSF.

Before publication of Volume 43 (FY 1993–95) of the detailed statistical tables, NSF removed from the document 54 tables that provided data on two of the items slated for elimination: the special foreign currency program and detailed field of science and engineering for estimated outyears. NSF continued to collect data from federal agencies for these two items through Volume 45, but eliminated the lines on the survey instrument for these items beginning with the Volume 46 (FY 1996–98) survey cycle. A special flier was included in the Volume 46 packet mailing that listed the data items that were no longer required.

NSF also removed two tables depicting data on foreign performers by region, country, and agency before publication of Volume 43 of the detailed statistical tables. These tables were reinstated with Volume 46.

Before the Volume 48 survey cycle, SRS updated the list of foreign performers in the Federal Funds Survey to match the list of countries and territories in the 1996 UNESCO Statistical Yearbook.

On 25 November 2002, President Bush signed the Homeland Security Act of 2002, establishing the Department of Homeland Security.

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Limitations of the Data

Funds for R&D were reported on a 3-year basis comparable with the 2006 federal budget, upon which the data were based. The amounts reported for each year are the obligations or outlays incurred in that year, regardless of when funds were authorized or received by an agency and regardless of whether the funds were identified in the agency's budget specifically for research, development, R&D plant, or some combination of the three. The respondents reconciled the data reported to the Federal Funds Survey with the amounts for R&D they reported under Max Schedule C to the Office of Management and Budget for the President's 2006 budget.

Some agencies are not able to report the full costs of R&D. For example, the headquarters costs of planning and administering R&D programs of DOD (estimated at a fraction of 1% of the agency's R&D total) are excluded, because this agency has stated that identification of the amounts is impracticable.

R&D plant data are also underreported to some extent because of the difficulty encountered by some agencies, particularly DOD and NASA, in identifying and reporting these data. DOD respondents report obligations for the R&D plant funded under the agency's construction appropriation, but they are able to identify only a small portion of the R&D plant support that is within R&D contracts funded from DOD's appropriation for research, development, testing, and evaluation. Similarly, NASA respondents cannot separately identify the portions of industrial R&D contracts that apply to R&D plant; R&D plant data are subsumed in the R&D data covering industrial performance. NASA R&D plant data for other performing sectors are reported separately.

In FY 2000, NASA reclassified space station as a physical asset and space station research as equipment, and it transferred funding for the program from R&D to R&D plant. Also in FY 2000, the National Institutes of Health (NIH) classified all of its development activities as research. For more information on the classification changes at NASA and NIH, refer to the InfoBrief "Classification Revisions Reduced Reported Federal Development Obligations," NSF 02-309, February 2002, available at http://www.nsf.gov/statistics/nsf02309/.

With the FY 2004–06 survey cycle, NASA implemented a full-cost budget approach, which includes all of the direct and indirect costs for procurement, personnel, travel, and other infrastructure-related expenses relative to a particular program and project. NASA's data for FY 2004 and later years may not be directly comparable to its data for FY 2003 and earlier years.

NIH has revised its financial database, and beginning with FY 2004, NIH records no longer contain information on field of science and engineering. Data for FY 2004 and later years are not directly comparable to data for FY 2003 and earlier years.

For the survey cycle that collected R&D data for FY 2003–05, the Department of Homeland Security (DHS) was unable to determine adequate estimates for its R&D by the categories shown in this report. Therefore, NSF was not able to include DHS data in any of the tables for that survey cycle. However, DHS was able to provide some overall obligations for R&D for the Transportation Security Administration, U.S. Coast Guard, and U.S. Secret Service, and preliminary appropriations for the Science and Technology Directorate (see below).


DHS component FY 2003 actual FY 2004 preliminary FY 2005 preliminary
Transportation Security Administration 49.2 137.9 175.3
U.S. Coast Guard 15.0 23.7 NA
U.S. Secret Service 1.0 1.1 1.1
Science and Technology Directorate NA 912.8 1,039.3

NA=not available

 
Federal Funds for Research and Development: Fiscal Years 2004-06
Detailed Statistical Tables | NSF 07-323 | June 2007

Notes:

From FY 2000 to FY 2007 Department of the Air Force (AF) did not report BA 6.7 Operational Systems Development data to the Survey of Federal Funds for R&D because the agency misunderstood reporting requirements. During the Volume 57 data collection cycle AF corrected this error. Tables 1–5, 8, 11, 14, 49, 80, 82–85, 87–90, 92, 95, 97, 99, 103, 105, 115, 116, 120, 129  have been replaced with corrected versions.