All Over the Rich World, New Businesses Are Springing to Life. 2022. Economist April 23. Available at https://www.economist.com/finance-and-economics/2022/04/23/all-over-the-rich-world-new-businesses-are-springing-to-life. Accessed June 2023.

Arora A, Belenzon S, Sheer L. 2017. Back to Basics: Why Do Firms Invest in Research? Working Paper 23187. Cambridge, MA: National Bureau of Economic Research. Available at https://www.nber.org/papers/w23187. Accessed June 2023.

AUTM. 2022. Statistics Access for Technology Transfer Database (Version 4.2). Accessed April 2023.

Bell A, Chetty R, Jaravel X, Petkova N, Van Reenan J. 2018. Who Becomes an Inventor in America? The Importance of Exposure to Innovation. Working Paper 24062. Cambridge, MA: National Bureau of Economic Research. Available at https://www.nber.org/papers/w24062. Accessed June 2023.

Bright New Age of Venture Capital. 2021. Economist November 25. Available at https://www.economist.com/finance-and-economics/2021/11/23/the-bright-new-age-of-venture-capital/21806438. Accessed June 2023.

Castaldi C, Block J, Flikkema M. 2020. Why and When Do Firms Trademark? Bridging Perspectives from Industrial Organization, Innovation, and Entrepreneurship. Industry and Innovation 27(1–2):1–10.

Census Bureau. 2021. Business Dynamics Statistics. Available at https://www.census.gov/programs-surveys/bds.html. Accessed December 2023.

Congress.gov. 2022. CHIPS and Science Act. Available at https://www.congress.gov/bill/117th-congress/house-bill/4346. Accessed August 2023.

Cook L, Gerson J, Kuan J. 2021. Closing the Innovation Gap in Pink and Black. Working Paper 29354. Cambridge, MA: National Bureau of Economic Research. https://www.nber.org/papers/w29354. Accessed June 2023.

Delgado M, Murray F. 2021. Mapping the Regions, Organizations and Individuals That Drive Inclusion in the Innovation Economy. Working Paper 14571. Cambridge, MA: National Bureau of Economic Research. https://www.nber.org/system/files/chapters/c14571/c14571.pdf. Accessed June 2023.

Delgado M, Murray F. 2022. Faculty as Catalysts for New Inventors: Differential Outcomes for Male and Female PhD Students. Academy of Management Annual Meeting Proceeding 22(1). https://doi.org/10.5465/AMBPP.2022.17297abstract. Accessed June 2023.

Department of Commerce (DOC). 2020. Annual Report on Technology Transfer: Approach and Plans, Fiscal Year 2019 Activities and Achievements. Available at https://www.nist.gov/tpo/department-commerce. Accessed 22 May 2023.

Department of the Treasury. 2021. The Committee on Foreign Investment in the United States (CFIUS). Available at https://home.treasury.gov/policy-issues/international/the-committee-on-foreign-investment-in-the-united-states-cfius. Accessed December 2023.

Dinlersoz M, Goldschlag N, Myers A, Zolas N. 2018. An Anatomy of U.S. Firms Seeking Trademark Registration. Working Paper 25038. Cambridge, MA: National Bureau of Economic Research. https://www.nber.org/system/files/working_papers/w25038/w25038.pdf. Accessed June 2023.

Elsevier. 2023. Scopus Abstract and Citation Database (tabulated by Science-Metrix). Available at https://www.elsevier.com/solutions/scopus. Accessed May 2023.

Fink C, Khan M, Zhou H. 2015. Exploring the Worldwide Patent Surge. Economics of Innovation and New Technology 25(2):114–42.

General Services Administration (GSA). Federal Crowdsourcing and Citizen Science Catalog. Available at https://www.citizenscience.gov/catalog/#. Accessed May 2023.

Greenhalgh C, Rogers M, Schautschick P, Sena V. 2011. Trade Mark Incentives. Research Paper Report No. 2011/1. Newport, South Wales, United Kingdom: Intellectual Property Office. Available at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2710619. Accessed June 2023.

Grossman G, Helpman E. 1991. Innovation and Growth in the Global Economy. Cambridge, MA: MIT Press.

Hall B, Jaffe A. 2018. Measuring Science, Technology, and Innovation: A Review. Annals of Science and Technology Policy 2(1):1–74.

Haščič I, Migotto M. 2015. Measuring Environmental Innovation Using Patent Data. OECD Environment Working Papers No. 89. Paris, France: OECD Publishing. Available at https://www.oecd-ilibrary.org/environment/measuring-environmental-innovation-using-patent-data_5js009kf48xw-en. Accessed June 2023.

Heigl F, Kieslinger B, Paul J, Uhlik J, Dörler D. 2019. Opinion: Toward an International Definition of Citizen Science. Proceedings of the National Academy of Science 116(17):8089–92.

Kindlon A, Anderson G; National Center for Science and Engineering Statistics. 2023. Product Innovation Trends 2016–18 to 2018–20: Findings from the Annual Business Survey. InfoBytes NSF 23-331. Alexandria, VA: National Science Foundation. https://www.nsf.gov/statistics/2023/nsf23331/nsf23331.pdf. Accessed May 2023.

Lerner J, Nanda R. 2020. Venture Capital’s Role in Financing Innovation: What We Know and How Much We Still Need to Learn. Working Paper 27492. Cambridge, MA: National Bureau of Economic Research. Available at http://www.nber.org/papers/w27492. Accessed September 2023.

Martinez G, Saenz de Juano-i-Ribes H, Yin D, Le Feuvre B, Hamdan-Livramento I, Saito K, Raffo J. 2021. Expanding the World Gender-Name Dictionary: WGND 2.0. WIPO Economic Research Paper 64. Available at http://dx.doi.org/10.34667/tind.43980. Accessed April 2023.

Mendoza C. 2022. Fundraising Hit a New Full-Year Record in 2021. Private Equity International January 18. Available at https://www.privateequityinternational.com/fundraising-hit-a-new-full-year-record-in-2021/. Accessed May 2023.

Millot V. 2009. Trademarks as an Indicator of Product and Marketing Innovations. OECD Science, Technology, and Industry Working Papers 2009/06. Paris, France: OECD Publishing. Available at https://doi.org/10.1787/224428874418. Accessed October 2023.

National Center for Science and Engineering Statistics (NCSES). 2018. Business Research and Development 2018. Detailed Statistical Tables NSF 21-312. Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/pubs/nsf21312.

National Center for Science and Engineering Statistics (NCSES). 2023. Annual Business Survey Description. Alexandria, VA: National Science Foundation.

National Institute of Standards and Technology (NIST), U.S. Department of Commerce. 2022. Federal Laboratory Technology Transfer, Fiscal Year 2020: Summary Report to the President and the Congress. Available at https://www.nist.gov/tpo/federal-laboratory-interagency-technology-transfer-summary-reports. Accessed June 2023.

National Institutes of Health (NIH), National Library of Medicine. N.d. PubMed. Available at https://pubmed.ncbi.nlm.nih.gov/. Accessed September 2023.

National Science and Technology Council (NSTC). 2022. Critical and Emerging Technologies List Update: A Report by the Fast Track Action Subcommittee on Critical and Emerging Technologies. Washington, DC: Office of the President of the United States, NSTC. Available at https://www.whitehouse.gov/wp-content/uploads/2022/02/02-2022-Critical-and-Emerging-Technologies-List-Update.pdf. Accessed June 2023.

National Science Board (NSB), National Science Foundation. 2020. Invention, Knowledge Transfer, and Innovation. Science and Engineering Indicators 2020. NSB-2020-4. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20204.

National Science Board (NSB), National Science Foundation. 2021a. Publications Output: U.S. Trends and International Comparisons. Science and Engineering Indicators 2022. NSB-2021-4. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20214.

National Science Board (NSB), National Science Foundation. 2021b. Venture Capital Disbursed per $1 Million of Gross Domestic Product. Science and Engineering Indicators: State Indicators. Alexandria, VA. Available at https://ncses.nsf.gov/indicators/states/indicator/venture-capital-per-1-million-state-gdp.

National Science Board (NSB), National Science Foundation. 2022a. Invention, Knowledge Transfer, and Innovation. Science and Engineering Indicators 2022 (Indicators 2022). NSB-2022-4. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20224/.

National Science Board (NSB), National Science Foundation. 2022b. Production and Trade of Knowledge- and Technology-Intensive Industries. Science and Engineering Indicators 2022. NSB-2022-6. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20226/.

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

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

National Science Board (NSB), National Science Foundation. 2024. Research and Development: U.S. Trends and International Comparisons. Science and Engineering Indicators 2024. NSB-2024-6. Alexandria, VA. Forthcoming.

Office of Science and Technology Policy (OSTP). 2023. Fact Sheet: Biden-⁠Harris Administration Announces New Actions to Advance Open and Equitable Research. Available at https://www.whitehouse.gov/ostp/news-updates/2023/01/11/fact-sheet-biden-harris-administration-announces-new-actions-to-advance-open-and-equitable-research. December 2023.

Organisation for Economic Co-operation and Development (OECD). 2010. The OECD Innovation Strategy: Getting a Head Start on Tomorrow. Paris, France: OECD Publishing. Available at https://www.oecd-ilibrary.org/science-and-technology/the-oecd-innovation-strategy_9789264083479-en. Accessed June 2023.

Organisation for Economic Co-operation and Development (OECD). 2014. OECD Science, Technology and Industry Outlook 2014. Paris, France: OECD Publishing. Available at https://www.oecd-ilibrary.org/science-and-technology/oecd-science-technology-and-industry-outlook-2014_sti_outlook-2014-en. Accessed June 2023.

Organisation for Economic Co-operation and Development (OECD). 2019. Declaration on Public Sector Innovation. OECD/LEGAL/0450. Available at https://legalinstruments.oecd.org/en/instruments/OECD-LEGAL-0450. Accessed June 2023.

Organisation for Economic Co-operation and Development (OECD). 2020. Measuring Public Sector Innovation: Why, When, How, for Whom and Where To? Horizon 2020 Framework Programme of the European Union and OECD. Available at https://oecd-opsi.org/wp-content/uploads/2019/05/Measuring-Public-Sector-Innovation-Part-5b-of-Lifecycle.pdf. Accessed February 2023.

Organisation for Economic Co-operation and Development (OECD). 2021. OECD Science, Technology and Innovation Outlook. Paris, France: OECD Publishing. Available at https://doi.org/10.1787/25186167. Accessed September 2023.

Organisation for Economic Co-operation and Development (OECD), Eurostat. 2018. Oslo Manual 2018: Guidelines for Collecting, Reporting and Using Innovation Data. 4th ed. Paris, France: OECD Publishing; Luxembourg: Eurostat. Available at https://doi.org/10.1787/9789264304604-en. Accessed May 2023.

Patent and Trademark Office (USPTO). 2020. 2104 Requirements of 35 U.S.C. 101 [R-10.2019]. Available at https://www.uspto.gov/web/offices/pac/mpep/s2104.html. Accessed August 2023.

Patent and Trademark Office (USPTO). 2021. Trademarks and Patents in China: The Impact of Non-Market Factors on Filing Trends and IP Systems. Available at https://www.uspto.gov/sites/default/files/documents/USPTO-TrademarkPatentsInChina.pdf. Accessed September 2023.

Patent and Trademark Office (USPTO). 2023. PatentsView (tabulated by Science-Metrix). Available at https://patentsview.org/. Accessed June 2023.

Patent and Trademark Office (USPTO), Office of the Chief Economist. 2020. Progress and Potential: 2020 Update on U.S. Women Inventor-Patentees. Available at https://www.uspto.gov/sites/default/files/documents/OCE-DH-Progress-Potential-2020.pdf. Accessed September 2023.

PitchBook Data, Inc. 2023. Venture Capital and Private Equity Database. Available at https://pitchbook.com/. Accessed September 2023.

Planes-Satorra S, Paunov C. 2017. Inclusive Innovation Policies: Lessons from International Case Studies. OECD Science, Technology and Industry Working Papers 2017/02. Paris, France: OECD Publishing. Available at https://www.oecd-ilibrary.org/science-and-technology/inclusive-innovation-policies_a09a3a5d-en. Accessed June 2023.

Science-Metrix. 2024. Patent and Trademark Indicators for the Science and Engineering Indicators 2024: Technical Documentation. Available at https://www.science-metrix.com/reports/. Accessed February 2024.

Seip M, Castaldi C, Flikkema M. 2019. A Taxonomy of Firm-Level IPR Application Practices to Inform Policy Debates. Laboratory of Economics and Management Working Paper 2019/03. Pisa, Italy: Sant’Anna School of Advanced Studies. Available at https://www.econstor.eu/bitstream/10419/203093/1/1047757427.pdf. Accessed June 2023.

Shackelford B, Kindlon A; National Center for Science and Engineering Statistics (NCSES). 2021. Nondisclosure Agreements, Trade Secrets, and Trademarks Considered Very Important to More U.S. Businesses than Were Patents or Copyrights in 2017. NSF 22-305. Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/pubs/nsf22305.

Shneiderman B. 2018. Twin-Win Model: A Human-Centered Approach to Research Success. Proceedings of the National Academy of Sciences 115(50):12590–94. Available at https://doi.org/10.1073/pnas.1802918115. Accessed June 2023.

Small Business Administration (SBA). 2023a. SBIR-STTR Award Analytic Dashboard. Available at https://www.sbir.gov/analytics-dashboard?view_by=Year. Accessed June 2023.

Small Business Administration (SBA). 2023b. Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) Program. Policy Directive. Available at https://www.sbir.gov/sites/default/files/SBA%20SBIR_STTR_POLICY_DIRECTIVE_May2023.pdf. Accessed June 2023.

Tian Z, Wojan T, Goetz S. 2022. An Examination of the Informational Value of Self-Reported Innovation Questions. Working Paper CES-22-46. Washington, DC: Center for Economic Studies, Census Bureau. Available at https://www.census.gov/library/working-papers/2022/adrm/CES-WP-22-46.html. Accessed June 2023.

Thigpen CL, Funk C. 2020. Younger, More Educated U.S. Adults Are More Likely to Take Part in Citizen Science Research. Available at https://www.pewresearch.org/fact-tank/2020/06/25/younger-more-educated-u-s-adults-are-more-likely-to-take-part-in-citizen-science-research/. Accessed June 2023.

Veefkind V, Hurtado-Albir J, Angelucci S, Karachalios K. 2012. A New EPO Classification Scheme for Climate Change Mitigation Technologies. World Patent Information 34(2):106–11. https://doi.org/10.1016/j.wpi.2011.12.004. Accessed June 2023.

von Graevenitz G, Graham SJH, Myers AF. 2022. Distance (Still) Hampers Diffusion of Innovations. Regional Studies 56(2):227–41. Available at https://www.tandfonline.com/doi/full/10.1080/00343404.2021.1918334. Accessed October 2023.

World Intellectual Property Organization (WIPO). 2019. WIPO Technology Trends, 2019, Artificial Intelligence. Geneva, Switzerland: WIPO. Available at https://www.wipo.int/edocs/pubdocs/en/wipo_pub_1055.pdf. Accessed March 2023.

World Intellectual Property Organization (WIPO). 2020. World Intellectual Property Indicators 2020. Available at https://www.wipo.int/edocs/pubdocs/en/wipo_pub_941_2020.pdf. Accessed June 2023.