Table A-12. Imputed amounts for total and federally financed higher education R&D expenditures, by type of R&D: FY 2018

(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	79,286	127	0.2	41,945	85	0.2
Basic research	49,391	9,635	19.5	26,799	6,115	22.8
Applied research	22,201	4,294	19.3	11,963	2,578	21.5
Experimental development	7,694	1,237	16.1	3,183	635	20.0

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 2017. Institutions reporting less than $1 million in total R&D expenditures in FY 2017 completed a shorter version of the survey form in FY 2018 that did not include this question.