![]() The information in the Higher Education Directory was used to locate institutions meeting the conditions listed in 3 and 4. service institutions that granted a bachelor’s degree or higher and were not already part of the HERD Survey population, and (4) institutions that granted doctoral degrees but did not report to IPEDS and were not already part of the HERD Survey population. The frame for the FY 2021 HERD Survey included (1) all institutions considered in scope for the FY 2020 survey, (2) institutions that granted a bachelor’s degree or higher and reported an amount greater than $0 for research on the Integrated Postsecondary Education Data System (IPEDS) 2019 Finance Survey, (3) all U.S. The total and federally funded R&D expenditures for these 25 institutions are listed in table A-2. These institutions were excluded from the population, and their data are not included in the FY 2021 survey totals. Of the 935 institutions surveyed, 25 completed the survey but reported total R&D expenditures of less than $150,000. Table A-1 shows all institution name changes or mergers between the FY 2020 and FY 2021 surveys.Īfter data collection closed, institutions were reviewed to verify that only those reporting at least $150,000 in separately-accounted-for R&D were included in the population. Characteristics of the schools were reviewed before and during the survey to determine whether changes had occurred (e.g., name highest degree granted school openings, closings, or mergers). The survey population was reviewed before data collection began to ensure that each institutional classification was accurate. More information about HEP and its sources can be found at. A list of all accredited, degree-granting institutions in the United States (the Higher Education Directory) was obtained from Higher Education Publications (HEP). Virgin Islands that granted a bachelor’s degree or higher in any field expended at least $150,000 in separately accounted-for R&D in FY 2021 and were geographically separate campuses headed by a president, chancellor, or equivalent. Public and private nonprofit postsecondary institutions in the United States, Guam, Puerto Rico, and the U.S. Geographic location within the United States.Institutional characteristics (i.e., highest degree granted, historically Black college or university, high Hispanic enrollment, public or private control).Headcounts and full-time equivalents of R&D personnel functions (researchers, R&D technicians, and R&D support staff).Total and federally funded R&D equipment expenditures by field.R&D expenditures by cost categories (e.g., salaries, software, equipment, indirect costs).Federally funded R&D expenditures by field and federal agency.Total and federally funded R&D expenditures passed through to subrecipients or received as a subrecipient.R&D expenditures by type of R&D (i.e., basic research, applied research, and experimental development).Clinical trial R&D expenditures (Phases I–III).R&D expenditures within medical schools.R&D expenditures funded from foreign sources.R&D expenditures by field and source of funds (i.e., federal government, state and local government, business, nonprofit, institutional, and other).Key variables of interest are listed below.
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