{"@type": "dcat:Dataset", "accessLevel": "public", "bureauCode": ["422:00:00"], "contactPoint": {"@type": "vcard:Contact", "fn": "NCSES", "hasEmail": "mailto:NCSESweb@nsf.gov"}, "dataQuality": true, "description": "The Higher Education Research and Development (HERD) Survey is the primary source of information on R&D expenditures at U.S. colleges and universities. The survey collects information on R&D expenditures by field of research and source of funds and also gathers information on types of research, expenses, and R&D personnel. The survey is an annual census of institutions that expended at least $150,000 in separately accounted for R&D in the fiscal year. This dataset includes HERD assets for 2021.", "distribution": [{"@type": "dcat:Distribution", "accessURL": "https://ncses.nsf.gov/surveys/higher-education-research-development/2021#data", "description": "Landing page to access Individual Excel or PDF tables", "title": "Higher Education R&D Data Tables 2021"}, {"@type": "dcat:Distribution", "accessURL": "https://ncsesdata.nsf.gov/builder/herd", "describedByType": "text/html", "description": "Interactive web application for making tables and graphs", "title": "Higher Education R&D Harmonized Time Series Data for Select Variables"}, {"@type": "dcat:Distribution", "accessURL": "https://www.nsf.gov/statistics/herd/pub_data.cfm", "describedByType": "application/pdf", "description": "Zip file containing the Public Use File in CSV format", "downloadURL": "https://www.nsf.gov/statistics/herd/data/csv/herd_2021.csv.zip", "format": "CSV in a zip file", "mediaType": "application/zip", "title": "Higher Education R&D Public Use File CSV 2021"}, {"@type": "dcat:Distribution", "accessURL": "https://www.nsf.gov/statistics/herd/pub_data.cfm", "describedByType": "application/pdf", "description": "Zip file containing the Public Use File in SAS format", "downloadURL": "https://www.nsf.gov/statistics/herd/data/sas7bdat/herd_2021.sas7bdat.zip", "format": "SAS in a zip file", "mediaType": "application/zip", "title": "Higher Education R&D Public Use File SAS 2021"}], "identifier": "NCSES-HERD2021", "isPartOf": "NCSES-HERD", "issued": "2022-12-15", "keyword": [" Clinical trial R&D expenditures", " Federally funded R&D expenditures by federal agency", " Geographic location within the United States", " Headcount of R&D personnel", " Institutional characteristics (i.e. highest degree granted, historically black college or university [HBCU], high Hispanic enrollment [HHE], public or private control)", " Medical school R&D expenditures ", " R&D equipment expenditures by field", " R&D expenditures by cost categories (e.g. salaries, software, equipment, indirect costs)", " R&D expenditures by type of R&D (i.e. basic research, applied research and experimental development)", " R&D expenditures funded from foreign sources", " R&D expenditures passed through to subrecipients", " R&D expenditures received as a subrecipient", " Research and Development", " higher education R&D", "R&D expenditures by field", "R&D expenditures by source of funds (i.e.,federal government, state and local government, business, nonprofit, institutional and other)"], "language": ["English"], "modified": "2023-02-07", "programCode": ["422:006"], "publisher": {"@type": "org:Organization", "name": "National Center for Science and Engineering Statistics"}, "spatial": "United States", "temporal": "1953/2021", "theme": ["Research and Development"], "title": "Higher Education Research and Development 2021"}