Table A-12. Imputed amounts for total and federally financed higher education R&D expenditures, by type of R&D: FY 2015

(Dollars in millions)

Type of R&D	Total			Federally financed
Type of R&D	All separately budgeted R&D expenditures	Imputed amount	Imputed amount as % of total	All separately budgeted R&D expenditures	Imputed amount	Imputed amount as % of total
All types of R&D	68,668	73	0.1	37,877	43	0.1
Basic research	43,797	6,713	15.3	24,948	4,428	17.7
Applied research	18,050	3,040	16.8	9,966	1,976	19.8
Development	6,821	1,149	16.9	2,964	561	18.9

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 2014. Institutions reporting less than $1 million in total R&D expenditures in FY 2014 completed a shorter version of the survey form in FY 2015, and that form did not include this question.