Table A-12. Imputed amounts for total and federally financed higher education R&D expenditures, by type of R&D: FY 2017

(Dollars in millions)

Type of R&D	Total			Federally financed
Type of R&D	All R&D expenditures	Imputed amount	Imputed amount as % of total	All R&D expenditures	Imputed amount	Imputed amount as % of total
All types of R&D	75,175	105	0.1	40,238	67	0.2
Basic research	46,465	8,893	19.1	25,630	5,719	22.3
Applied research	21,461	4,186	19.5	11,561	2,591	22.4
Experimental development	7,249	1,152	15.9	3,047	636	20.9

NOTES: Imputation rate at total level is lower than imputation rates at detail levels because some institutions could provide totals but not details. Because of rounding, detail may not add to total. Percentages calculated on unrounded numbers. This table includes only institutions reporting $1 million or more in total R&D expenditures in FY 2016. Institutions reporting less than $1 million in total R&D expenditures in FY 2016 completed a shorter version of the survey form in FY 2017 that did not include this question.