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Table A-7. Imputed amounts for total higher education R&D expenditures, by survey population and source of funds: FY 2013
(Dollars in millions)
Survey population and source of funds All separately budgeted
R&D expenditures
Imputed amount Imputed amount
as % of total
Institutions in the HERD Survey population      
     All sources 67,041 59 0.1
          Federal government 39,470 40 0.1
          State and local government 3,658 3 0.1
          Institution funds 14,974 13 0.1
          Business 3,501 1 0.0
          Nonprofit organizations 3,860 1 0.0
          All other sources 1,578 2 0.1
Institutions in the short form survey population      
     All sources 132 4 3.0
          Federal government 65 3 4.3
          State and local government 9 0 3.6
          Institution funds 38 0 1.3
          Business 4 0 1.4
          Nonprofit organizations 14 0 1.5
          All other sources 2 0 3.0

HERD = higher education research and development.
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.