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Table A-6. Imputed amounts for total higher education R&D expenditures, by survey population and highest degree granted: FY 2018

(Dollars in millions)

Survey population and highest degree granted All R&D expenditures Imputed amount Imputed amount as % of total
All universities and colleges 79,436 133 0.2
Standard form institutions 79,286 127 0.2
Doctorate-granting institutions 78,618 91 0.1
Nondoctorate-granting institutions 668 36 5.4
Short form institutions 151 6 4.2
Doctorate-granting institutions 48 2 3.5
Nondoctorate-granting institutions 103 5 4.6
NOTES: Because of rounding, detail may not add to total. Percentages calculated on unrounded numbers.
SOURCE: National Center for Science and Engineering Statistics, National Science Foundation, Higher Education Research and Development Survey, FY 2018.