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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 2013
(Dollars in millions)
  Total Federally financed
Survey population and type of subrecipient 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 5,702 16 0.3 4,980 18 0.4
          To educational subrecipients 3,146 603 19.2 2,842 482 17.0
          To businesses 1,095 261 23.9 896 214 23.9
          To nonprofit organizations 934 227 24.3 806 183 22.7
          To other pass-through entities 527 168 32.0 435 132 30.4
Short form survey populationb            
     To educational subrecipients 3 0 0.4 3 0 0.4

HERD = higher education research and development.
a Imputation rate at total level is lower than imputation rates at detail levels because some institutions could provide totals but not details.
b Institutions 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 2013.
Data from survey cycle FY 2013, as of 31 July 2014.