Table A-6. Imputed amounts for total higher education R&D expenditures, by survey population and highest degree granted: FY 2017

(Dollars in millions)

Survey population and highest degree granted All R&D expenditures Imputed amount Imputed amount as % of total
All universities and colleges 75,315 110 0.1
Standard form institutions 75,175 105 0.1
Doctorate-granting institutions 74,466 63 0.1
Nondoctorate-granting institutions 709 42 5.9
Short form institutions 140 4 3.2
Doctorate-granting institutions 42 1 3.1
Nondoctorate-granting institutions 99 3 3.2