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ReferenceState IndicatorFull Indicator (PDF)Data (Excel)Standard Error Tables
(Excel)
S-1Fourth Grade Mathematics Performance
S-2Fourth Grade Mathematics Proficiency
S-3Fourth Grade Science Performance
S-4Fourth Grade Science Proficiency
S-5Eighth Grade Mathematics Performance
S-6Eighth Grade Mathematics Proficiency
S-7Eighth Grade Science Performance
S-8Eighth Grade Science Proficiency
S-9Public School Teacher SalariesNA
S-10Elementary and Secondary Public School Expenditures as a Percentage of Gross Domestic ProductNA
S-11Expenditures per Pupil for Elementary and Secondary Public Schoolsna
S-12Public High School Students Taking Advanced Placement Examsna
S-13Public High School Students Scoring 3 or Higher on at Least One Advanced Placement Examna
S-14Public High School Students Scoring 3 or Higher on the Advanced Placement Calculus AB Examna
S-15Individuals with High School or Higher Level Degree among 25–44-Year-Old Population
S-16Associate's Degrees in Science and Engineering Conferred per 1,000 Individuals 18–24 Years OldNA
S-17Associate's Degrees in Technology Conferred per 1,000 Individuals 18–24 Years OldNA
S-18Bachelor's Degrees Conferred per 1,000 Individuals 18–24 Years OldNA
S-19Bachelor's Degrees in Science and Engineering Conferred per 1,000 Individuals 18–24 Years OldNA
S-20Science and Engineering Degrees as a Percentage of Higher Education Degrees Conferredna
S-21Science, Engineering, and Health Graduate Students per 1,000 Individuals 25–34 Years OldNA
S-22Advanced Science and Engineering Degrees as a Percentage of S&E Degrees Conferredna
S-23Science and Engineering Doctoral Degrees as a Percentage of Science and Engineering Degrees Conferredna
S-24Average Undergraduate Charge at Public 4-Year InstitutionsNA
S-25Average Undergraduate Charge at Public 4-Year Institutions as a Percentage of Disposable Personal IncomeNA
S-26Appropriations of State Tax Funds for Higher Education as a Percentage of Gross Domestic ProductNA
S-27State Expenditures on Student Aid per Undergraduate Studentna
S-28State Support for Higher Education per Full-Time Equivalent Studentna
S-29Postsecondary Degree Holders among Individuals 25–44 Years Old
S-30Bachelor's Degree Holders among Individuals 25–44 Years Old
S-31Bachelor's Degree Holders in the Labor Force
S-32Individuals in Science and Engineering Occupations as a Percentage of All Occupations
S-33Employed Science, Engineering, and Health Doctorate Holders as a Percentage of the Workforce
S-34Life Scientists as a Percentage of All Occupations
S-35Computer and Mathematical Scientists as a Percentage of All Occupations
S-36Physical Scientists as a Percentage of All Occupations
S-37Social Scientists as a Percentage of All Occupations
S-38Engineers as a Percentage of All Occupations
S-39Technical Workers as a Percentage of All Occupations
S-40Foreign-Born Workers as a Percentage of Individuals in Science and Engineering Occupations
S-41R&D as a Percentage of Gross Domestic ProductNA
S-42Federal R&D Obligations per Employed WorkerNA
S-43Federal R&D Obligations per Individual in Science and Engineering Occupation
S-44State Agency R&D Expenditures per $1 Million of Gross Domestic ProductNA
S-45Business-Performed R&D as a Percentage of Private-Industry Output
S-46Academic R&D per $1,000 of Gross Domestic ProductNA
S-47Science, Engineering, and Health Doctorates Conferred per 1,000 Employed Science, Engineering, and Health Doctorate Holders
S-48Academic Science and Engineering Article Output per 1,000 Science, Engineering, and Health Doctorate Holders in Academia
S-49Academic Science and Engineering Article Output per $1 Million of Academic S&E R&Dna
S-50Academic Patents Awarded per 1,000 Science, Engineering, and Health Doctorate Holders in Academia
S-51Patents Awarded per 1,000 Individuals in Science and Engineering Occupations
S-52High Science, Engineering, and Technology Employment Establishments as a Percentage of All Business Establishmentsna
S-53Net Formations of High Science, Engineering, and Technology Employment Establishments as a Percentage of All Business Establishmentsna
S-54Employment in High Science, Engineering, and Technology Employment Establishments as a Percentage of Total Employmentna
S-55Average Annual Federal Small Business Innovation Research and Small Business Technology Transfer Funding per $1 Million of Gross Domestic ProductNA
S-56Average Annual Federal Small Business Innovation Research Funding per $1 Million of Gross Domestic ProductNA
S-57Average Annual Federal Small Business Technology Transfer Funding per $1 Million of Gross Domestic ProductNA
S-58Venture Capital Disbursed per $1 Million of Gross Domestic ProductNA
S-59Venture Capital Deals as a Percentage of High Science, Engineering, and Technology Employment Establishmentsna
S-60Venture Capital Disbursed Per Venture Capital Dealna
Note(s)
NA = not available
na = not applicable

Data Sources

IndicatorTitleProviderProduct
S-1Fourth Grade Mathematics PerformanceNational Center for Education StatisticsNational Assessment of Educational Progress
S-2Fourth Grade Mathematics ProficiencyNational Center for Education StatisticsNational Assessment of Educational Progress
S-3Fourth Grade Science PerformanceNational Center for Education StatisticsNational Assessment of Educational Progress
S-4Fourth Grade Science ProficiencyNational Center for Education StatisticsNational Assessment of Educational Progress
S-5Eighth Grade Mathematics PerformanceNational Center for Education StatisticsNational Assessment of Educational Progress
S-6Eighth Grade Mathematics ProficiencyNational Center for Education StatisticsNational Assessment of Educational Progress
S-7Eighth Grade Science PerformanceNational Center for Education StatisticsNational Assessment of Educational Progress
S-8Eighth Grade Science ProficiencyNational Center for Education StatisticsNational Assessment of Educational Progress
S-9Public School Teacher SalariesNational Education AssociationNEA Rankings and Estimates database
S-10Elementary and Secondary Public School Expenditures as a Percentage of Gross Domestic ProductNational Center for Education StatisticsDigest of Education Statistics
Bureau of Economic AnalysisRegional Economic Accounts
Government of Puerto Rico, Office of the GovernorIncome and Product Data
S-11Expenditures per Pupil for Elementary and Secondary Public SchoolsNational Center for Education StatisticsDigest of Education Statistics
S-12Public High School Students Taking Advanced Placement ExamsCollege BoardAP Report to the Nation
National Center for Education StatisticsDigest of Education Statistics
S-13Public High School Students Scoring 3 or Higher on at Least One Advanced Placement ExamCollege BoardAP Report to the Nation
National Center for Education StatisticsDigest of Education Statistics
S-14Public High School Students Scoring 3 or Higher on the Advanced Placement Calculus AB ExamCollege BoardAP Data
National Center for Education StatisticsDigest of Education Statistics
S-15Individuals with High School or Higher Level Degree among 25–44-Year-Old PopulationU.S. Census BureauAmerican Community Survey
Populations Estimates Program
S-16Associate's Degrees in Science and Engineering Conferred per 1,000 Individuals 18–24 Years OldNational Center for Education StatisticsIntegrated Postsecondary Education Data System, Completions Survey
U.S. Census BureauPopulations Estimates Program
S-17Associate's Degrees in Technology Conferred per 1,000 Individuals 18–24 Years OldNational Center for Education StatisticsIntegrated Postsecondary Education Data System, Completions Survey
U.S. Census BureauPopulations Estimates Program
S-18Bachelor's Degrees Conferred per 1,000 Individuals 18–24 Years OldNational Center for Education StatisticsIntegrated Postsecondary Education Data System, Completions Survey
U.S. Census BureauPopulations Estimates Program
S-19Bachelor's Degrees in Science and Engineering Conferred per 1,000 Individuals 18–24 Years OldNational Center for Education StatisticsIntegrated Postsecondary Education Data System, Completions Survey
U.S. Census BureauPopulations Estimates Program
S-20Science and Engineering Degrees as a Percentage of Higher Education Degrees ConferredNational Center for Education StatisticsIntegrated Postsecondary Education Data System, Completions Survey
S-21Science, Engineering, and Health Graduate Students per 1,000 Individuals 25–34 Years OldNational Center for Science and Engineering Statistics, National Science FoundationSurvey of Graduate Students and Postdoctorates in Science and Engineering
U.S. Census BureauPopulations Estimates Program
S-22Advanced Science and Engineering Degrees as a Percentage of S&E Degrees ConferredNational Center for Education StatisticsIntegrated Postsecondary Education Data System, Completions Survey
S-23Science and Engineering Doctoral Degrees as a Percentage of Science and Engineering Degrees ConferredNational Center for Education StatisticsIntegrated Postsecondary Education Data System, Completions Survey
S-24Average Undergraduate Charge at Public 4-Year InstitutionsNational Center for Education StatisticsDigest of Education Statistics
S-25Average Undergraduate Charge at Public 4-Year Institutions as a Percentage of Disposable Personal IncomeNational Center for Education StatisticsDigest of Education Statistics
Bureau of Economic AnalysisRegional Economic Accounts
S-26Appropriations of State Tax Funds for Higher Education as a Percentage of Gross Domestic ProductState Higher Education Executive Officers AssociationState Higher Education Finance
Bureau of Economic AnalysisRegional Economic Accounts
Government of Puerto Rico, Office of the GovernorIncome and Product Data
S-27State Expenditures on Student Aid per Undergraduate StudentNational Association of State Student Grant & Aid Programs (NASSGAP)Annual Survey Report
National Center for Education StatisticsDigest of Education Statistics
S-28State Support for Higher Education per Full-Time Equivalent StudentState Higher Education Executive Officers AssociationState Higher Education Finance
S-29Postsecondary Degree Holders among Individuals 25–44 Years OldU.S. Census BureauAmerican Community Survey
Populations Estimates Program
S-30Bachelor's Degree Holders among Individuals 25–44 Years OldU.S. Census BureauAmerican Community Survey
Populations Estimates Program
S-31Bachelor's Degree Holders in the Labor ForceU.S. Census BureauAmerican Community Survey
S-32Individuals in Science and Engineering Occupations as a Percentage of All OccupationsBureau of Labor StatisticsOccupational Employment Statistics Survey
S-33Employed Science, Engineering, and Health Doctorate Holders as a Percentage of the WorkforceNational Center for Science and Engineering Statistics, National Science FoundationSurvey of Doctorate Recipients
Bureau of Labor StatisticsLocal Area Unemployment Statistics
S-34Life Scientists as a Percentage of All OccupationsBureau of Labor StatisticsOccupational Employment Statistics Survey
S-35Computer and Mathematical Scientists as a Percentage of All OccupationsBureau of Labor StatisticsOccupational Employment Statistics Survey
S-36Physical Scientists as a Percentage of All OccupationsBureau of Labor StatisticsOccupational Employment Statistics Survey
S-37Social Scientists as a Percentage of All OccupationsBureau of Labor StatisticsOccupational Employment Statistics Survey
S-38Engineers as a Percentage of All OccupationsBureau of Labor StatisticsOccupational Employment Statistics Survey
S-39Technical Workers as a Percentage of All OccupationsBureau of Labor StatisticsOccupational Employment Statistics Survey
S-40Foreign-Born Workers as a Percentage of Individuals in Science and Engineering OccupationsU.S. Census BureauAmerican Community Survey
S-41R&D as a Percentage of Gross Domestic ProductNational Center for Science and Engineering Statistics, National Science FoundationNational Patterns of R&D Resources
Bureau of Economic AnalysisRegional Economic Accounts
Government of Puerto Rico, Office of the GovernorIncome and Product Data
S-42Federal R&D Obligations per Employed WorkerNational Center for Science and Engineering Statistics, National Science FoundationSurvey of Federal Funds for Research and Development
Bureau of Labor StatisticsLocal Area Unemployment Statistics
S-43Federal R&D Obligations per Individual in Science and Engineering OccupationNational Center for Science and Engineering Statistics, National Science FoundationSurvey of Federal Funds for Research and Development
Bureau of Labor StatisticsOccupational Employment Statistics Survey
S-44State Agency R&D Expenditures per $1 Million of Gross Domestic ProductNational Center for Science and Engineering Statistics, National Science FoundationSurvey of State Government Research and Development
Bureau of Economic AnalysisRegional Economic Accounts
Government of Puerto Rico, Office of the GovernorIncome and Product Data
S-45Business-Performed R&D as a Percentage of Private-Industry OutputNational Center for Science and Engineering Statistics, National Science FoundationBusiness Research and Development Survey
Bureau of Economic AnalysisRegional Economic Accounts
S-46Academic R&D per $1,000 of Gross Domestic ProductNational Center for Science and Engineering Statistics, National Science FoundationHigher Education Research and Development Survey
Bureau of Economic AnalysisRegional Economic Accounts
Government of Puerto Rico, Office of the GovernorIncome and Product Data
S-47Science, Engineering, and Health Doctorates Conferred per 1,000 Employed Science, Engineering, and Health Doctorate HoldersNational Center for Science and Engineering Statistics, National Science FoundationSurvey of Earned Doctorates
Survey of Doctorate Recipients
S-48Academic Science and Engineering Article Output per 1,000 Science, Engineering, and Health Doctorate Holders in AcademiaElsevierScopus
National Center for Science and Engineering Statistics, National Science FoundationSurvey of Doctorate Recipients
S-49Academic Science and Engineering Article Output per $1 Million of Academic S&E R&DElsevierScopus
National Center for Science and Engineering Statistics, National Science FoundationHigher Education Research and Development Survey
S-50Academic Patents Awarded per 1,000 Science, Engineering, and Health Doctorate Holders in AcademiaU.S. Patent and Trademark OfficePatentsView
National Center for Science and Engineering Statistics, National Science FoundationSurvey of Doctorate Recipients
S-51Patents Awarded per 1,000 Individuals in Science and Engineering OccupationsU.S. Patent and Trademark OfficePatentsView
Bureau of Labor StatisticsOccupational Employment Statistics Survey
S-52High Science, Engineering, and Technology Employment Establishments as a Percentage of All Business EstablishmentsU.S. Census BureauBusiness Information Tracking Series
S-53Net Formations of High Science, Engineering, and Technology Employment Establishments as a Percentage of All Business EstablishmentsU.S. Census BureauBusiness Information Tracking Series
S-54Employment in High Science, Engineering, and Technology Employment Establishments as a Percentage of Total EmploymentU.S. Census BureauBusiness Information Tracking Series
S-55Average Annual Federal Small Business Innovation Research and Small Business Technology Transfer Funding per $1 Million of Gross Domestic ProductSmall Business AdministrationSmall Business Innovation Research program statistics
Bureau of Economic AnalysisRegional Economic Accounts
Government of Puerto Rico, Office of the GovernorIncome and Product Data
S-56Average Annual Federal Small Business Innovation Research Funding per $1 Million of Gross Domestic ProductSmall Business AdministrationSmall Business Innovation Research program statistics
Bureau of Economic AnalysisRegional Economic Accounts
Government of Puerto Rico, Office of the GovernorIncome and Product Data
S-57Average Annual Federal Small Business Technology Transfer Funding per $1 Million of Gross Domestic ProductSmall Business AdministrationSmall Business Innovation Research program statistics
Bureau of Economic AnalysisRegional Economic Accounts
Government of Puerto Rico, Office of the GovernorIncome and Product Data
S-58Venture Capital Disbursed per $1 Million of Gross Domestic ProductPitchBookVenture capital and private equity database
Bureau of Economic AnalysisRegional Economic Accounts
Government of Puerto Rico, Office of the GovernorIncome and Product Data
S-59Venture Capital Deals as a Percentage of High Science, Engineering, and Technology Employment EstablishmentsPitchBookVenture capital and private equity database
U.S. Census BureauBusiness Information Tracking Series
S-60Venture Capital Disbursed Per Venture Capital DealPitchBookVenture capital and private equity database

Tables

Download appendix tables from Technical Notes in Excel format
NumberTitleData (Excel)
S-ACalendar-year price deflators State Data Tool, 1990–2017
S-BNAICS codes that constitute high-SET employment industries