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NCSES HERD FY2012 TTA 16 SAS Output Newer information icon. Newer information is available.
Table A-16. Imputed amounts for total and federally financed higher education R&D expenditures at institutions in the HERD Survey population, by R&D field: FY 2012
(Dollars in millions)

  Total Federally financed
R&D field All separately budgeted
R&D expenditures
Imputed amount Imputed amount
as % of total
All separately budgeted
R&D expenditures
Imputed amount Imputed amount
as % of total
All R&D fields 65,775 151 0.2 40,130 84 0.2
     All science and engineering 62,266 419 0.7 38,935 95 0.2
          Computer sciences 1,821 6 0.4 1,358 1 0.0
          Environmental sciences 3,173 18 0.6 2,198 5 0.2
               Atmospheric sciences 476 7 1.4 389 7 1.7
               Earth sciences 1,167 4 0.3 817 3 0.4
               Oceanography 1,022 12 1.2 670 11 1.6
               Environmental sciences, nec 508 32 6.3 321 21 6.6
          Life sciences 37,215 271 0.7 22,724 36 0.2
               Agricultural sciences 3,296 10 0.3 1,136 3 0.3
               Biological sciences 11,596 112 1.0 7,721 36 0.5
               Medical sciences 20,358 153 0.8 12,670 10 0.1
               Life sciences, nec 1,965 19 0.9 1,197 9 0.8
          Mathematical sciences 675 3 0.4 491 1 0.2
          Physical sciences 4,721 36 0.8 3,483 23 0.7
               Astronomy 706 4 0.5 535 0 0.1
               Chemistry 1,750 9 0.5 1,213 5 0.4
               Physics 1,996 21 1.1 1,544 17 1.1
               Physical sciences, nec 269 2 0.6 192 1 0.3
          Psychology 1,188 5 0.4 866 3 0.4
          Social sciences 2,056 14 0.7 921 6 0.6
               Economics 383 3 0.9 144 1 0.9
               Political sciences 392 2 0.5 143 0 0.1
               Sociology 460 1 0.2 248 0 0.1
               Social sciences, nec 821 8 0.9 386 4 1.1
          Sciences, nec 1,115 6 0.5 449 1 0.3
          Engineering 10,302 60 0.6 6,446 19 0.3
               Aeronautical and astronautical engineering 662 114 17.2 502 99 19.6
               Bioengineering and biomedical engineering 879 45 5.1 551 23 4.2
               Chemical engineering 909 52 5.7 505 20 3.9
               Civil engineering 1,234 70 5.7 571 19 3.3
               Electrical engineering 2,315 303 13.1 1,603 248 15.5
               Mechanical engineering 1,551 223 14.4 1,036 180 17.3
               Metallurgical and materials engineering 757 21 2.8 462 3 0.6
               Engineering, nec 1,996 336 16.8 1,215 280 23.0
     All non-science and engineering 3,508 26 0.7 1,195 8 0.7
          Business and management 442 3 0.6 96 0 0.2
          Communications, journalism, and library science 159 1 0.6 53 0 0.4
          Education 1,229 6 0.5 686 3 0.5
          Humanities 341 6 1.7 68 1 1.2
          Law 132 0 0.2 25 0 0.1
          Social work 199 1 0.4 109 0 0.1
          Visual and performing arts 85 1 1.1 10 0 0.1
          Non-science and engineering, nec 922 9 0.9 148 3 2.1

HERD = higher education research and development; nec = not elsewhere classified.
NOTES: Imputation rate at total level is lower than imputation rates at detail levels because some institutions could provide totals but not details. Because of rounding, detail may not add to total. Percentages calculated on unrounded numbers. This table includes only institutions reporting $1 million or more in total R&D expenditures in FY 2011. Institutions reporting less than $1 million completed a shorter version of the survey form in FY 2012 that did not include this question.
SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, Higher Education Research and Development Survey, FY 2012.
Data from survey cycle FY 2012, as of 30 October 2013.