References

Brainard J, Kaiser J. 2022. U.S. to Require Free Access to Papers on All Research It Funds. Science 377(6610):1026–27. Available at https://doi.org/10.1126/science.ade6577. Accessed 17 April 2023.

Bureau of Economic Analysis (BEA). 2023. Global Value Chains. Available at https://www.bea.gov/data/special-topics/global-value-chains. Accessed 31 July 2023.

Census Bureau. 2022a. American Community Survey (ACS) Public Use Microdata. Available at https://www.census.gov/programs-surveys/acs/microdata.html. Accessed 27 December 2022.

Census Bureau. 2022b. Annual Estimates of the Resident Population by Sex, Age, Race, and Hispanic Origin for the United States: April 1, 2020 to July 1, 2021 (NC-EST2021-ASR6H). Available at https://www.census.gov/data/tables/time-series/demo/popest/2020s-national-detail.html. Accessed 1 October 2022.

Ministry of Education, Government of India (MOE [India]). All India Survey on Higher Education (various years). Available at https://aishe.gov.in/aishe/gotoAisheReports. Accessed 15 December 2023.

Ministry of Education, People’s Republic of China (MOE [China]). Available at http://en.moe.gov.cn/. Accessed 1 October 2022.

Mullis IVS, Martin MO, Foy P, Kelly DL, Fishbein B. 2020. TIMSS 2019 International Results in Mathematics and Science. Boston, MA: Boston College, TIMSS and PIRLS International Study Center. Available at https://timssandpirls.bc.edu/timss2019/international-results/. Accessed 7 March 2023.

National Bureau of Statistics of China (NBS [China]). China Statistical Yearbook (various years). Available at https://www.stats.gov.cn/english/Statisticaldata/yearbook/. Accessed 15 December 2023.

National Center for Education Statistics (NCES). Integrated Postsecondary Education Data System (IPEDS), Completions Survey: 2012–21. Available at https://nces.ed.gov/ipeds/use-the-data. Accessed 1 November 2022.

National Center for Science and Engineering Statistics (NCSES). 2022a. Doctorate Recipients from U.S. Universities: 2021. NSF 23-300. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsf23300/.

National Center for Science and Engineering Statistics (NCSES). 2022b. Special tabulations of the 2000–22 main National Assessment of Educational Progress (NAEP) mathematics assessments, National Center for Education Statistics (NCES). Alexandria, VA: National Science Foundation.

National Center for Science and Engineering Statistics (NCSES). 2022c. Special tabulations of 2022 Student and Exchange Visitor System (SEVIS) database, Department of Homeland Security, Immigration and Customs Enforcement (DHS, ICE). Alexandria, VA: National Science Foundation.

National Center for Science and Engineering Statistics (NCSES). 2023a. 2021 Annual Business Survey: Data Year 2020 (ABS 2020). Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/surveys/annual-business-survey/2021.

National Center for Science and Engineering Statistics (NCSES). 2023b. Federal Funds for Research and Development: Fiscal Years 2021–22. NSF 24-309. Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/surveys/federal-funds-research-development/2021-2022/.

National Center for Science and Engineering Statistics (NCSES). 2023c. National Survey of College Graduates, 2021 (NSCG 2021). Alexandria, VA: National Science Foundation. Available at https://www.nsf.gov/statistics/srvygrads/.

National Center for Science and Engineering Statistics (NCSES). 2023d. Special tabulations by 1790 Analytics of European Patent Bibliographic Data (EBD). Alexandria, VA: National Science Foundation.

National Center for Science and Engineering Statistics (NCSES). 2023e. Special tabulations by 1790 Analytics of USPTO Bulk Data Storage System. Alexandria, VA: National Science Foundation.

National Center for Science and Engineering Statistics (NCSES). 2023f. Special tabulations by Science-Metrix of Elsevier’s Scopus abstract and citation database. Alexandria, VA: National Science Foundation.

National Center for Science and Engineering Statistics (NCSES). 2023g. Special tabulations by Science-Metrix of USPTO PatentsView. Alexandria, VA: National Science Foundation.

National Center for Science and Engineering Statistics (NCSES). 2023h. Special tabulations of the 2020 and 2023 National Assessment of Educational Progress (NAEP) long-term trend mathematics assessments, National Center for Education Statistics (NCES). Alexandria, VA: National Science Foundation.

National Center for Science and Engineering Statistics (NCSES). 2023i. Survey of Graduate Students and Postdoctorates in Science and Engineering, 2021 (GSS 2021). Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/surveys/graduate-students-postdoctorates-s-e/2021.

National Center for Science and Engineering Statistics (NCSES). 2024. National Patterns of R&D Resources (annual series). Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/data-collections/national-patterns/.

National Science and Technology Council (NSTC). 2022. Critical and Emerging Technologies List Update. Washington, DC: Executive Office of the President of the United States. Available at https://www.whitehouse.gov/wp-content/uploads/2022/02/02-2022-Critical-and-Emerging-Technologies-List-Update.pdf. Accessed 24 July 2023.

National Science Board (NSB), National Science Foundation. 2022. International STEM Talent Is Crucial for a Robust U.S. Economy. NSB-2022-16. Alexandria, VA. Available at https://www.nsf.gov/nsb/sei/one-pagers/NSB-International-STEM-Talent-2022.pdf.

National Science Board (NSB), National Science Foundation. 2023a. Academic Research and Development. Science and Engineering Indicators 2024 (Indicators 2024). NSB-2023-26. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb202326.

National Science Board (NSB), National Science Foundation. 2023b. Elementary and Secondary STEM Education. Science and Engineering Indicators 2024 (Indicators 2024). NSB-2023-31. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb202331/.

National Science Board (NSB), National Science Foundation. 2023c. Higher Education in Science and Engineering. Science and Engineering Indicators 2024 (Indicators 2024). NSB-2023-32. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb202332/.

National Science Board (NSB), National Science Foundation. 2023d. Publications Output: U.S. Trends and International Comparisons. Science and Engineering Indicators 2024 (Indicators 2024). NSB-2023-33. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb202333/.

National Science Board (NSB), National Science Foundation. 2024a. Invention, Knowledge Transfer, and Innovation. Science and Engineering Indicators 2024 (Indicators 2024). NSB-2024-1. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20241/.

National Science Board (NSB), National Science Foundation. 2024b. Production and Trade of Knowledge- and Technology-Intensive Industries. Science and Engineering Indicators 2024 (Indicators 2024). NSB-2024-7. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20247/.

National Science Board (NSB), National Science Foundation. 2024c. Research and Development: U.S. Trends and International Comparisons. Science and Engineering Indicators 2024 (Indicators 2024). NSB-2024-6. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20246/.

National Science Board (NSB), National Science Foundation. 2024d. Science and Technology: Public Perceptions, Awareness and Information Sources. Science and Engineering Indicators 2024 (Indicators 2024). NSB-2024-4. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20244/.

National Science Board (NSB), National Science Foundation. 2024e. The STEM Labor Force: Scientists, Engineers, and Skilled Technical Workers. Science and Engineering Indicators 2024 (Indicators 2024). NSB-2024-5. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20245/.

Organisation for Economic Co-operation and Development (OECD). 2015. Frascati Manual 2015: Guidelines for Collecting and Reporting Data on Research and Experimental Development, The Measurement of Scientific, Technological and Innovation Activities. Paris: OECD Publishing.

Organisation for Economic Co-operation and Development (OECD). 2022. Education at a Glance Database. Available at https://stats.oecd.org/. Accessed 12 October 2022.

Organisation for Economic Co-operation and Development (OECD). 2023. Main Science and Technology Indicators (MSTI) September 2023 release. Available at https://www.oecd.org/science/msti.htm. Accessed 2 October 2023.

Organisation for Economic Co-operation and Development, Eurostat (OECD, Eurostat). 2018. Oslo Manual 2018: Guidelines for Collecting, Reporting and Using Data on Innovation. 4th ed. The Measurement of Scientific, Technological and Innovation Activities. Paris: OECD Publishing, Luxembourg: Eurostat.

Patent and Trademark Office (USPTO). 2023. 2104 Requirements of 35 U.S.C. 101 [R-10.2019]. Available at https://www.uspto.gov/web/offices/pac/mpep/s2104.html. Accessed 1 August 2023.

Pew Research Center. 2016, 2020, 2022. American Trends Panel, Wave 17 (May–June 2016); Wave 79 (November 2020); Wave 114 (September 2022). Available at https://www.pewresearch.org/our-methods/u-s-surveys/the-american-trends-panel/.

Piwowar H, Priem J, Larivière V, Alperin JP, Matthias L, Norlander B, Farley A, West J, Haustein S. 2018. The State of OA: A Large-Scale Analysis of the Prevalence and Impact of Open Access Articles. PeerJ 6:e4375. Available at https://doi.org/10.7717/peerj.4375. Accessed 27 July 2023.

S&P Global IHS Markit. 2023. Special tabulations of the Comparative Industry Service Database.

World Bank. 2023. International Comparison Program. Available at https://www.worldbank.org/en/programs/icp. Accessed 1 August 2023.

World Intellectual Property Organization (WIPO). 2023. WIPO: Patent Cooperation Treaty. Available at https://www.wipo.int/pct/en/. Accessed 1 August 2023.