The R&D expenditures reported by these doctoral institutions constituted ninety nine.1% of the estimated nationwide R&D expenditures for FY 2019. Table A-4 displays a detailed breakdown of response rates by survey type and highest degree granted, and table A-5 displays a breakdown of response charges for every survey query. The survey inhabitants was reviewed before information assortment started to make sure that every institutional classification was correct.
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For instance, institutions have been asked to report all R&D expenditures by field. The NCSES-designed fields do not all the time translate to an institution’s departmental structure, and adjustments must be made by the institution to be able to full the survey. Details of this modification are included within the methodology report and technical notes for the FY 2016 survey. Thirty universities and faculties did not respond in FY 2019, out of a total of 916 eligible establishments, for a nonresponse rate of three.three%.