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Table A-14. Imputed amounts for total and federally financed higher education R&D expenditures passed through, by survey population and type of subrecipient: FY 2014

(Dollars in millions)

Survey population and type of subrecipient Total Federally financed
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
HERD Survey population
All subrecipientsa 5,716 22 0.4 4,899 20 0.4
To educational subrecipients 3,169 530 16.7 2,835 442 15.6
To businesses 1,072 249 23.2 834 203 24.4
To nonprofit organizations 949 215 22.7 815 173 21.3
To other pass-through entities 527 163 30.9 415 127 30.5
Short form populationb
To educational subrecipients 4 0 4.0 3 0 4.2
HERD = higher education research and development.
aImputation rate at total level is lower than imputation rates at detail levels because some institutions could provide totals but not details.
bInstitutions in the short form population were asked only to provide R&D expenditures passed through to educational subrecipients.
NOTES: Because of rounding, detail may not add to total. Percentages calculated on unrounded numbers.
SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, Higher Education Research and Development Survey, FY 2014.