References

Aghion P, Jones B, Jones C. 2017. Artificial Intelligence and Economic Growth. National Bureau of Economic Research Working Paper 23928. Available at https://www.nber.org/papers/w23928. Accessed 20 October 2021.

Andrews D, Criscuolo C, Gal P. 2016. The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy. OECD Productivity Working Paper 5. Paris: OECD Publishing. Available at https://www.oecd-ilibrary.org/economics/the-best-versus-the-rest_63629cc9-en. Accessed 20 October 2021.

Andrews D, Gal P, Witheridge W. 2018. A Genie in a Bottle? Globalisation, Competition and Inflation. OECD Economics Department Working Paper 1462. Available at https://www.oecd.org/officialdocuments/publicdisplaydocumentpdf/?cote=ECO/WKP(2018)10&docLanguage=En. Accessed 27 May 2021.

Arnold Z, Rahkovsky I, Huang T. 2020. Tracking AI Investment. Center for Security and Emerging Technology. Available at https://cset.georgetown.edu/publication/tracking-ai-investment/. Accessed 14 June 2021.

Arriola C, Guilloux-Nefussi S, Koh S, Kowalski P, Rusticelli E, van Tongeren F. 2020. Efficiency and Risks in Global Value Chains in the Context of COVID-19. OECD Economics Department Working Papers 1637. Available at https://dx.doi.org/10.1787/3e4b7ecf-en. Accessed 27 May 2021.

Atkinson R, Muro M, Whiton J. 2019. The Case for Growth Centers: How to Spread Tech Innovation Across America. Brookings Institution and Information Technology and Innovation Foundation. Available at https://www.brookings.edu/research/growth-centers-how-to-spread-tech-innovation-across-america/. Accessed 15 October 2021.

Autor D, Dorn D, Katz L, Patterson C, Van Reenen J. 2017. The Fall of the Labor Share and the Rise of Superstar Firms. National Bureau of Economic Research Working Paper 23396. Available at https://www.nber.org/papers/w23396. Accessed 21 October 2021.

Bacher-Hicks A, Goodman J, Mulhern C. 2020. Inequality in Household Adaptation to Schooling Shocks: COVID-Induced Online Learning Engagement in Real Time. National Bureau of Economic Research Working Paper 27555. Available at https://www.nber.org/system/files/working_papers/w27555/w27555.pdf. Accessed 24 May 2021.

Baily MN, Montalbano N. 2016. Why Is U.S. Productivity Growth So Slow? Possible Explanations and Policy Responses. Brookings Institution. Available at http://www.nomurafoundation.or.jp/wordpress/wp-content/uploads/2016/12/20161116_M_Baily-N_Montalbano.pdf. Accessed 20 May 2021.

Bell A, Chetty R, Jaravel X, Petkova N, Van Reenen J. 2019. Who Becomes an Inventor in America? The Importance of Exposure to Innovation. Quarterly Journal of Economics 134(2):647–713.

Berman J, Zhu C, Pérez-Massot E, Arjó G, Zorrilla-López U, Masip G, Banakar R, Sanahuja G, Farré G, Miralpeix B, Bai C, Vamvaka E, Sabalza M, Twyman RM, Bassié L, Capell T, Christou P. 2013. Can the world afford to ignore biotechnology solutions that address food insecurity? Plant Molecular Biology 83(1–2):5–19. Available at https://doi.org/10.1007/s11103-013-0027-2. Accessed 15 October 2021.

Billing F, De Smet A, Reich A, Schaninger B. 2021. Building Workforce Skills at Scale to Thrive During—and After—the COVID-19 Crisis. McKinsey and Company. Available at https://www.mckinsey.com/business-functions/people-and-organizational-performance/our-insights/building-workforce-skills-at-scale-to-thrive-during-and-after-the-covid-19-crisis. Accessed 15 October 2021.

Boersma P, Black LI, Ward BW. 2020. Prevalence of Multiple Chronic Conditions Among US Adults, 2018. Preventing Chronic Disease 17:200130. https://www.cdc.gov/pcd/issues/2020/20_0130.htm.

Bokolo A. 2020. Use of Telemedicine and Virtual Care for Remote Treatment in Response to COVID-19 Pandemic. Journal of Medical Systems 44(7):132.

Brynjolfsson E, Horton JJ, Ozimek A, Rock D, Sharma G, TuYe H. 2020. COVID-19 and Remote Work: An Early Look at U.S. Data. National Bureau of Economic Research Working Paper 27344. Available at https://www.nber.org/system/files/working_papers/w27344/w27344.pdf. Accessed 24 May 2021.

Brynjolfsson E, Rock D, Syverson C. 2017. Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics. National Bureau of Economic Research Working Paper 24001. Available at https://www.nber.org/papers/w24001. Accessed 20 October 2021.

Bureau of Economic Analysis (BEA). Annual Gross Domestic Product (GDP) by State (special tabulations), October 2021.

Bureau of Economic Analysis (BEA). Table 2.1. U.S. Trade in Services, by Type of Service. Available at https://apps.bea.gov/iTable/iTable.cfm?reqid=62&step=9&isuri=1&6210=4. Accessed 30 November 2021.

Bureau of Economic Analysis (BEA). Trade in Value Added Data, https://www.bea.gov/data/special-topics/global-value-chains. Accessed 25 January 2022.

Bureau of Economic Analysis (BEA). Value Added by Industry. Available at https://apps.bea.gov/iTable/iTable.cfm?reqid=150&step=2&isuri=1&categories=gdpxind. Accessed 5 October 2021.

Bureau of Economic Analysis (BEA). 2021a. Relation of Private Fixed Investment in Intellectual Property Products in the Fixed Assets Accounts to the Corresponding Items in the National Income and Product Accounts. Available at https://apps.bea.gov/national/FA2004/IPP_totals.pdf. Accessed 6 October 2021.

Bureau of Economic Analysis (BEA). 2021b. Gross Domestic Product (Third Estimate), Corporate Profits, and GDP by Industry, Fourth Quarter and Year 2020. Technical Note. Available at https://www.bea.gov/sites/default/files/2021-03/tech4q20_3rd.pdf. Accessed 5 October 2021.

Carroll M, Reid N, Smith B. 2008. Location Quotients Versus Spatial Autocorrelation in Identifying Potential Cluster Regions. Annals of Regional Science 42(3):448–63.

Carter L, Liu D, Cantrell C. 2020. Exploring the Intersection of the Digital Divide and Artificial Intelligence: A Hermeneutic Literature Review. AIS Transactions on Human-Computer Interaction 12(4): 253–75.

Chen C, Shih H. 2005. High-Tech Industries in China. Northampton, MA: Edward Elgar.

Chen J, Zhao N. 2018. Recent Advances in Drug Development and Regulatory Science in China. Therapeutic Innovation and Regulatory Science 52(6):739–50.

Chen X, Cheng L, Fung K, Lau LJ, Sung Y, Zhu K, Yang C, Pei J, Duan Y. 2012. Domestic Value Added and Employment Generated by Chinese Exports: A Quantitative Estimation. China Economic Review 23:850–64.

Chiang S. 2009. Location Quotients and Trade. Annals of Regional Science 43(2):399–414.

Cockburn IM, Henderson R, Stern S. 2018. The Impact of Artificial Intelligence on Innovation: An Exploratory Analysis. In Agrawal A, Gans J, Goldfarb A, editors, The Economics of Artificial Intelligence: An Agenda, pp. 115–46. Cambridge, MA: National Bureau of Economic Research. Available at https://ideas.repec.org/h/nbr/nberch/14006.html. Accessed 7 May 2021.

Crawley M, Beynon M, Munday M. 2013. Making Location Quotients More Relevant as a Policy Aid in Regional Spatial Analysis. Urban Studies 50(9):1854–69.

Donofrio NM, Whitefoot KS, editors. 2015. Making Value for America: Embracing the Future of Manufacturing, Technology, and Work. National Academy of Engineering. Washington, DC: National Academies Press. Available at https://www.nap.edu/catalog/19483/making-value-for-america-embracing-the-future-of-manufacturing-technology. Accessed 29 April 2021.

Dunn J. 2021. COVID-19 and Supply Chains: A Year of Evolving Disruption. Cleveland, OH: Federal Reserve Bank of Cleveland. Available at https://www.clevelandfed.org/en/newsroom-and-events/publications/cfed-district-data-briefs/cfddb-20210226-covid-19-and-supply-chains.aspx. Accessed 24 May 2021.

Emsi Burning Glass. Job Posting Analytics. Accessed 15 October 2021.

Erickson B, Winters P. 2012. Perspective on Opportunities in Industrial Biotechnology in Renewable Chemicals. Biotechnology Journal 7(2):176–85.

Evangelista R, Meliciani V, Vezzani A. 2015. The Specialisation of EU Regions in Fast Growing and Key Enabling Technologies. European Union Joint Research Centre Technical Report 27524. Luxembourg City, Luxembourg: Publications Office of the European Union. Available at https://publications.jrc.ec.europa.eu/repository/handle/JRC98111. Accessed 20 October 2021.

Evens R, Kaitin K. 2015. The Evolution of Biotechnology and Its Impact on Health Care. Health Affairs 34(2):210–19.

Executive Office of the President, National Science and Technology Council (EOP/NSTC). 2016. Preparing for the Future of Artificial Intelligence. Available at https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf. Accessed 6 March 2021.

Feldman M. 2017. Putting the Rise of Chinese Supercomputing in Perspective. Available at https://www.top500.org/news/putting-the-rise-of-chinese-supercomputing-in-perspective/. Accessed 26 May 2021.

Flabbi L, Macis M, Moro A, Schivardi F. 2019. Do Female Executives Make a Difference? The Impact of Female Leadership on Gender Gaps and Firm Performance. Economic Journal 129(622):2390–423.

Frederick S, Lee J. 2017. Korea and the Electronics Global Value Chain. In Frederick S, Bamber P, Brun L, Cho J, Gereffi G, Lee J, editors, Korea in Global Value Chains: Pathways for Transformation, pp. 56–106. Durham, NC: Korea Institute for Industrial Economics and Trade, Duke Global Value Chains Center, Duke University. Available at https://gvcc.duke.edu/wp-content/uploads/Duke-GVCC-KIET-Korea-in-GVCs-Pathways-for-Industrial-Transformation.pdf. Accessed 6 May 2021.

Funabashi Y, Kushner B, editors. 2015. Examining Japan’s Lost Decades. New York: Routledge.

Furman J, Seamans R. 2018. AI and the Economy. National Bureau of Economic Research Working Paper 24689. Available at https://www.nber.org/papers/w24689. Accessed 7 May 2021.

Gagnon JE, Kamin S, Kearns J. 2021. Economic Costs and Benefits of Accelerated COVID-19 Vaccinations. Peterson Institute for International Economics Policy Brief 21-11. Available at https://www.piie.com/publications/policy-briefs/economic-costs-and-benefits-accelerated-covid-19-vaccinations. Accessed 18 November 2021.

Galindo-Rueda F, Verger F. 2016. OECD Taxonomy of Economic Activities Based on R&D Intensity. OECD Science, Technology and Industry Working Papers 2016/04. Paris: OECD Publishing. Available at https://doi.org/10.1787/5jlv73sqqp8r-en. Accessed 18 April 2021.

Gereffi G. 2020. What Does the COVID-19 Pandemic Teach Us About Global Value Chains? The Case of Medical Supplies. Journal of International Business Policy 3:287–301.

Gordon R. 2015. Secular Stagnation: A Supply-Side View. American Economic Review 105(5):54–59.

Howard A, Borenstein J. 2018. The Ugly Truth About Ourselves and Our Robot Creations: The Problem of Bias and Social Inequality. Science and Engineering Ethics 24:1521–36.

Hsieh CT, Hurst E, Jones CI, Klenow PJ. 2019. The Allocation of Talent and U.S. Economic Growth. Econometrics 87(5):1439–74.

Hsu S. 2015. China’s Health Care Reforms. Diplomat May 25. Available at https://thediplomat.com/2015/05/chinas-health-care-reforms/. Accessed 26 April 2021.

Huggett B. 2019. ‘Innovation’ Nation. Nature Biotechnology 37:1264–76.

IBISWorld 2021a. Biotechnology in the US—Employment Statistics 2005–2007. https://www.ibisworld.com/industry-statistics/employment/biotechnology-united-states/.

IBISWorld 2021b. Biotechnology in the US—Market Size 2005–2007 https://www.ibisworld.com/industry-statistics/market-size/biotechnology-united-states/.

Ice L, Rieley M, Rinde S. 2021. Employment Projects in a Pandemic Environment. Monthly Labor Review February. U.S. Bureau of Labor Statistics. Available at https://www.bls.gov/opub/mlr/2021/article/employment-projections-in-a-pandemic-environment.htm. Accessed 20 October 2021.

IHS Markit. Comparative Industry Service, special tabulations (2021).

Johnson LA. 2021. Pfizer Hikes 2021 Outlook After Vaccine Boosts Sales, Profit. U.S. News and World Report July 28. Available at https://www.usnews.com/news/best-states/new-york/articles/2021-07-28/pfizer-raises-2021-outlook-after-strong-q2-revenue-profit. Accessed 18 November 2021.

Johnson R, Noguera G. 2012. Accounting for Intermediates: Production Sharing and Trade in Value-Added. Journal of International Economics 86:224–36.

Kerr WR, Kerr SP. 2020. Immigration Policy Levers for U.S. Innovation and Startups. Innovation and Public Policy. Harvard Business School (HBS) Working Paper No. 20-105. Boston, MA: HBS. Available at https://www.hbs.edu/faculty/Pages/item.aspx?num=58032.

Koopman R, Wang Z, Wei S. 2014. Tracing Value-Added and Double Counting in Gross Exports. American Economic Review 104(2):459–94.

Lane M, Saint-Martin A. 2021. The Impact of Artificial Intelligence on the Labour Market: What Do We Know So Far? OECD Social, Employment and Migration Working Papers No. 256. Available at https://www.oecd-ilibrary.org/docserver/7c895724-en.pdf?expires=1626116182&id=id&accname=guest&checksum=5952EAE8D22CCD449BD952D2C35468D1. Accessed 12 July 2021.

Lund S, Manyika J, Woetzel J, Barriball E, Krishnan M, Alicke K, Birshan M, George K, Smit S, Swan D, Hutzler K. 2020. Risk, Resilience, and Rebalancing in Global Value Chains. McKinsey Global Institute. Available at https://www.mckinsey.com/business-functions/operations/our-insights/risk-resilience-and-rebalancing-in-global-value-chains?sid=38c47e33-f6d3-43f8-84b1-e678f3aa8463. Accessed 27 May 2021.

Ma H, Wang Z, Zhu K. 2015. Domestic Content in China’s Exports and Its Distribution by Firm Ownership. Journal of Comparative Economics 43(1):3–18.

Manyika J, Lund S, Chui M, Bughin J, Woetzel J, Batra P, Ko R, Sanghvi S. 2017. Jobs Lost, Jobs Gained: What the Future of Work Will Mean for Jobs, Skills, and Wages. McKinsey Global Institute. Available at https://www.mckinsey.com/featured-insights/future-of-work/jobs-lost-jobs-gained-what-the-future-of-work-will-mean-for-jobs-skills-and-wages. Accessed 15 October 2021.

Miroudot S, Lanz R, Ragoussis A. 2009. Trade in Intermediate Goods and Services. OECD Trade Policy Papers 93. Paris: OECD Publishing. Available at http://dx.doi.org/10.1787/5kmlcxtdlk8r-en. Accessed 25 May 2021.

Montresor S, Quatraro F. 2015. Key Enabling Technologies and Smart Specialization Strategies. European Regional Evidence from Patent Data. European Commission Joint Research Centre Technical Report 95313. Available at https://ec.europa.eu/jrc/sites/default/files/JRC95313.pdf. Accessed 20 October 2021.

Moore S. 2020. China’s Role in the Global Biotechnology Sector and Implications for U.S. Policy. Washington, DC: Brookings Institute. Available at https://www.brookings.edu/wp-content/uploads/2020/04/FP_20200427_china_biotechnology_moore.pdf. Accessed 12 July 2021.

Nagurney A, Salarpour M, Dong J. 2021. Competition for Medical Supplies under Stochastic Demand in the COVID-19 Pandemic: A Generalized Nash Equilibrium Framework. In Rassias T, Pardalos M, editors, Nonlinear Analysis and Global Optimization, pp. 331–56. Cham, Switzerland: Springer International Publishing.

National Center for Science and Engineering Statistics (NCSES). Business R&D and Innovation Survey (BRDIS), data years 2010–16Alexandria, VA: National Science Foundation. Available at https://www.nsf.gov/statistics/srvyindustry/.

National Center for Science and Engineering Statistics (NCSES). Business Research and Development (BRDS), data years 2017–18Alexandria, VA: National Science Foundation. Available at https://www.nsf.gov/statistics/srvyindustry/.

National Center for Science and Engineering Statistics (NCSES). 2020. Business Research and Development: 2018 (BRDS 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). 2021. Women, Minorities, and Persons with Disabilities in Science and Engineering (WMPD). Special Report NSF 21-321. Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/wmpd.

National Institutes of Health (NIH). 2021. RePORTER (version 2020.9). Available at https://reporter.nih.gov/. Accessed 10 November 2021.

Networking and Information Technology Research and Development (NITRD). 2020. Supplement to the President's FY 2021 Budget. Available at https://trumpwhitehouse.archives.gov/wp-content/uploads/2017/12/FY2021-NITRD-Supplement.pdf. Accessed 15 October 2021.

Nordhaus W. 2005. The Sources of the Productivity Rebound and the Manufacturing Employment Puzzle. National Bureau of Economic Research Working Paper 11354. Available at https://www.nber.org/system/files/working_papers/w11354/w11354.pdf. Accessed 20 May 2021.

Organisation for Economic Co-operation and Development (OECD). STI Micro-data Lab, Intellectual Property Database, https://www.oecd.org/sti/intellectual-property-statistics-and-analysis.htm. Accessed October 2021.

Organisation for Economic Co-operation and Development (OECD). Trade in Value Added (TiVA) database. 2021 edition. Available at https://www.oecd.org/sti/ind/measuring-trade-in-value-added.htm. Accessed 30 November 2021.

Organisation for Economic Co-operation and Development (OECD). 2011. Industrial Biotechnology and Climate Change: Opportunities and Challenges. Available at https://www.oecd.org/sti/emerging-tech/49024032.pdf. Accessed 15 October 2021.

Organisation for Economic Co-operation and Development (OECD). 2012. Mapping Global Value Chains. Available at http://www.oecd.org/dac/aft/MappingGlobalValueChains_web_usb.pdf. Accessed 17 March 2021.

Organisation for Economic Co-operation and Development (OECD). 2013. Biotechnology. OECD Factbook 2013: Economic, Environmental and Social Statistics. Paris: OECD Publishing.

Organisation for Economic Co-operation and Development (OECD). 2020. COVID-19 and Global Value Chains: Policy Options to Build More Resilient Production Networks. OECD Policy Responses to Coronavirus (COVID-19). Paris: OECD Publishing. Available at http://www.oecd.org/coronavirus/policy-responses/covid-19-and-global-value-chains-policy-options-to-build-more-resilient-production-networks-04934ef4/. Accessed 27 May 2021.

Organisation for Economic Co-operation and Development (OECD). 2021a. Key Biotechnology Indicators. Available at https://www.oecd.org/innovation/inno/keybiotechnologyindicators.htm. Accessed 12 July 2021.

Organisation for Economic Co-operation and Development (OECD). 2021b. OECD AI Policy Observatory. Available at https://oecd.ai/en/. Accessed 6 April 2021.

Pharmaceutical Research and Manufacturers of America (PhRMA). 2019. The Economic Impact of the U.S. Biopharmaceutical Industry: 2017 National and State Estimates. https://www.phrma.org/-/media/Project/PhRMA/PhRMA-Org/PhRMA-Org/PDF/D-F/Economic-Impact-US-Biopharmaceutical-Industry-December-2019.pdf.

PitchBook, Venture Capital and Private Equity Database. Accessed 27 September 2021.

Porter ME. 2000. Location, Competition, and Economic Development: Local Clusters in a Global Economy. Economic Development Quarterly 14(1):15–34.

Powell WW, Koput KW, Bowie JI, Smith-Doerr L. 2002. The Spatial Clustering of Science and Capital: Accounting for Biotech Firm–Venture Capital Relationships. Regional Studies 36(3):291–305.

Schmid RD, Xiong X. 2021. Biotech in China 2021, at the Beginning of the 14th Five-Year Period (“145”). Applied Microbiology and Biotechnology 105:3971–85.

Stehrer R. 2012. Trade in Value Added and the Valued Added in Trade. Vienna Institute for International Economic Studies Working Paper 81. Available at https://www.wiiw.ac.at/trade-in-value-added-and-the-valued-added-in-trade-dlp-2620.pdf. Accessed 27 May 2021.

Tang H, Wang F, Wang Z. 2014. The Domestic Segment of Global Supply Chains in China under State Capitalism. World Bank Policy Research Paper 6960. Washington, DC: World Bank. Available at https://openknowledge.worldbank.org/handle/10986/19366. Accessed 15 September 2021.

Teece DJ. 2016. Enabling Technologies. In Augier M, Teece D, editors. The Palgrave Encyclopedia of Strategic Management. London: Palgrave Macmillan. Available at https://doi.org/10.1057/978-1-349-94848-2_78-1. Accessed 13 July 2021.

Terry M. 2021. COVID-19 Vaccines Drive Q3 Revenue for Moderna and Pfizer. BioSpace November 4. Accessed 18 November 2021. Available at https://www.biospace.com/article/big-bucks-in-covid-19-vaccines-moderna-and-pfizer-q3-reports/.

Toole A, Pairolero N, Giczy A, Forman J, Pulliam C, Such M, Chaki K, Orange D, Homescu A, Frumkin J, Chen Ying, Gonzales V, Hannon, C, Melnick S, Nilsson E, Rifkin B. 2020. Inventing AI: Tracing the Diffusion of Artificial Intelligence with U.S. Patents. IP Data Highlights No. 5. Alexandria, VA: U.S. Patent and Trademark Office. Available at https://www.uspto.gov/sites/default/files/documents/OCE-DH-AI.pdf. Accessed 15 October 2021.

TOP500. 2010, 2016, 2021. November reports. https://www.top500.org/. Accessed 30 November 2021

U.S. Census Bureau, American Community Survey (ACS). 2019. Public Use Microdata Sample (PUMS). Available at https://www.census.gov/programs-surveys/acs/microdata.html. Accessed 12 December 2020.

U.S. Department of Agriculture, Economic Research Service (USDA/ERS). 2020. Biotechnology. Available at https://www.ers.usda.gov/topics/farm-practices-management/biotechnology/. Accessed 13 July 2021.

Van Hook J, Bachmeier JD. 2013. How Well Does the American Community Survey Count Naturalized Citizens? Demographic Research 29(1):1.

Wolf M, Terrell D. 2016. The High-Tech Industry, What Is It and Why It Matters to Our Economic Future. Beyond the Numbers: Employment and Unemployment 5(8). Available at https://www.bls.gov/opub/btn/volume-5/the-high-tech-industry-what-is-it-and-why-it-matters-to-our-economic-future.htm. Accessed 30 April 2021.

World Health Organization (WHO). 2017. China Policies to Promote Local Production of Pharmaceutical Products and Protect Public Health. Geneva, Switzerland: WHO. Available at https://www.who.int/publications/i/item/9789241512176. Accessed 13 May 2021.

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 29 April 2021.

World Trade Organization, Institute of Developing Economies-Japan External Trade Organization (WTO/IDE-JETRO). 2011. Trade Patterns and Global Value Chains in East Asia: From Trade in Goods to Trade in Tasks. Available at https://www.ide.go.jp/library/English/Press/pdf/20110606_news.pdf. Accessed 17 November 2019.

Young J, Howells III T, Strassner E, Wasshausen D. 2015. BEA Briefing: Supply-Use Tables for the United States. Survey of Current Business 95(9):1–8.

Zolas N, Kroff Z, Brynjolfsson E, McElheran K, Beede D, Buffington C, Goldschlag N, Foster L, Dinlersoz E. 2020. Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey. National Bureau of Economic Research Working Paper 28290. Available at https://www.nber.org/papers/w28290. Accessed 15 October 2021.