Table A-12. Imputed amounts for total and federally financed higher education R&D expenditures, by type of R&D: FY 2016

(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	71,833	69	0.1	38,794	42	0.1
Basic research	45,102	8,857	19.6	24,945	5,635	22.6
Applied research	19,987	4,056	20.3	10,893	2,518	23.1
Experimental development	6,745	1,079	16.0	2,956	599	20.3

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 2015. Institutions reporting less than $1 million in total R&D expenditures in FY 2015 completed a shorter version of the survey form in FY 2016, and that form did not include this question.