Abstract
This paper investigates the migration flows of uni-corns – private companies that achieve a market value of at least one billion USD within ten years. This concept was recently introduced by professional investors but has actively entered the global expert and political agenda. The ability of national innovation systems to grow unicorns has become a new hallmark of success. This study uses the most complete sample of companies as of July 2022 (1,357 unicorns), for each of them we identified the founders, their countries of birth, and the educational institutions they graduated from.Among the main results, it is revealed that 40% of billion-dollar companies were created with the participation of foreign founders. The authors identified three country groups depending on the founders’ migration flows direction: “attracting” unicorns, “growing on their own” and “losing everything”. A comparative analysis of countries’ innovation profiles made it possible to identify the unicorn growth and attraction factors. It is emphasized that universities are a significant resource for both strategies, since most of the founders graduated from the leading world universities and every third foreign entrepreneur was educated in the country of migration. It is shown that the strategy of attracting foreign founders complements the growth strategy and could provide the main flow of unicorn founders. The authors noted that the leading unicorn countries are actively involved in the global migration flow: they not only attract the founders, but also act as their largest suppliers. The authors put forward recommendations for attracting unicorn companies.
References
Achleitner A.-K., Engel N., Reiner U. (2013) The performance of venture capital investments: Do investors overreact? Review of Financial Economics, 22(1), 20-35. DOI: https://doi.org/10.1016/j.rfe.2012.10.001
Acs Z., Parsons W., Tracy S. (2008) High-impact firms: Gazelles revised. Small Business Research Summary, 328, 1-43.
Ahmad N. (2008) A Proposed Framework for Business Demography Statistics. In: Measuring Entrepreneurship (ed. E. Congregado), Heidelberg, Dordrecht, London, New York: Springer, pp. 113-174. DOI: https://doi.org/10.1007/978-0-387-72288-7_7
Akcigit U., Baslandze S., Stantcheva S. (2016) Taxation and the international mobility of inventors. American Economic Review, 106(10), 2930-2981. DOI: https://doi.org/10.1257/aer.20150237
Alperovych Y., Hübner G. (2013) Incremental impact of venture capital financing. Small Business Economics, 41(3), 651-666. DOI: https://doi.org/10.1007/s11187-012-9448-6
Anderson S. (2022) Immigrant Entrepreneurs and U.S. Billion Dollar Companies (NFAP Policy Brief), Arlington, VA: National Foundation for American Policy. https://nfap.com/wp-content/uploads/2022/07/2022-BILLION-DOLLAR-STARTUPS.NFAP-Policy-Brief.2022.pdf, дата обращения 30.09.2022.
Anderson S., Platzer M. (2006) The Impact of Immigrant Entrepreneurs and Professionals on U.S. Competitiveness, San Francisco, CA: National Venture Capital Association. http://www.contentfirst.com/AmericanMade_study.pdf, дата обращения: 30.09.2022.
Arzaghi M., Henderson J.V. (2008) Networking off Madison Avenue. The Review of Economic Studies, 75(4), 1011-1038. https://www.jstor.org/stable/20185068.
Aubert C., Falck O., Heblich S. (2011) Subsidizing national champions: An evolutionary perspective. In: Industrial policy for national champions (eds. O. Falck, L. Woessmann, C. Gollier), Cambridge, MA: The MIT Press, pp. 63-88.
Audretsch D., Colombelli A., Grilli L., Minola T., Rasmussen E. (2020) Innovative start-ups and policy initiatives. Research Policy, 49(10), 104027. DOI: https://doi.org/10.1016/j.respol.2020.104027
Audretsch D.B., Feldman M.P. (2004) Knowledge spillovers and the geography of innovation. In: Handbook of Regional and Urban Economics (eds. J.V. Henderson, J.F. Thisse), vol. 4, Amsterdam: Elsevier, pp. 2713-2739. DOI: https://doi.org/10.1016/S1574-0080(04)80018-X
Autio E., Kenney M., Mustar P., Siegel D., Wright M. (2014) Entrepreneurial innovation: The importance of context. Research Policy, 43(7), 1097-1108. DOI: https://doi.org/10.1016/j.respol.2014.01.015
Baumol W.J., Strom R.J. (2007) Entrepreneurship and economic growth. Strategic Entrepreneurship Journal, 1, 233-237. DOI: https://doi.org/10.1002/sej.26
Bengtsson O., Wang F. (2010) What Matters in Venture Capital Evidence? Evidence from Entrepreneurs Stated Preferences. Financial Management, 39(4), 1367-1401. DOI: https://doi.org/10.2139/ssrn.1455483
Bernstein S., Giroud X., Townsend R.R. (2016) The Impact of Venture Capital Monitoring. The Journal of Finance, 71(4), 1591-1622. DOI: https://doi.org/10.1111/jofi.12370
Bhagavatula S., Mudambi R., Murmann J. (2019) Innovation and Entrepreneurship in India: An Overview. Management and Organization Review, 15(3), 467-493. DOI: https://doi.org/10.1017/mor.2019.52
Birch D. G. (1987) Job creation in America: How our smallest companies put the most people to work, New York: Free Press.
Bock C., Hackober C. (2020) Unicorns - what drives multibillion-dollar valuations? Business Research, 13(3), 949-984. DOI: https://doi.org/10.1007/s40685-020-00120-2
Borjas G. (1995) The economics of immigration. Journal of Economic Literature, 32(4), 1667-1717. https://www.jstor.org/stable/2728791.
Breuer W., Pinkwart A. (2018) Venture capital and private equity finance as key determinants of economic development. Journal of Business Economics, 88(3), 319-324. DOI: https://doi.org/10.1007/s11573-018-0892-x
Brown J.D., Earle J.S., Kim M.J., Lee K.-M. (2019) Immigrant Entrepreneurs and Innovation in the US High Tech Sector (IZA Discussion Paper), Bonn: IZA. https://docs.iza.org/dp12190.pdf, дата обращения 03.10.2022.
Brown K.C., Wiles K.W. (2015) In Search of Unicorns: Private IPOs and the Changing Markets for Private Equity Investments and Corporate Control. Journal of Applied Corporate Finance, 27(3), 34-48. DOI: https://doi.org/10.1111/jacf.12127
CCG (2017) Attracting skilled international migrants to China: A review and comparison of policies and practices, Beijing: Centre for China and Globalization (CCG). https://publications.iom.int/system/files/pdf/attracting_skilled_en_0.pdf, дата обращения 03.10.2022.
Calcagnini G., Favaretto I., Giombini G., Perugini F., Rombaldoni R. (2016) The role of universities in the location of innovative start-ups. The Journal of Technology Transfer, 41(4), 670-693. DOI: https://doi.org/10.1007/s10961-015-9396-9
Cerna L. (2016) The crisis as an opportunity for change? High-skilled immigration policies across Europe. Journal of Ethnic and Migration Studies, 42(10), 1610-1630. DOI: https://doi.org/10.1080/1369183X.2016.1162355
Chaloff J., Lemaître G. (2009) Managing Highly-Skilled Labour Migration: A Comparative Analysis of Migration Policies and Challenges in OECD Countries (OECD Social, Employment and Migration Working Paper 79), Paris: OECD Publishing. DOI: https://doi.org/10.1787/225505346577
Clemens M. (2011) Economics and Emigration: Trillion-Dollar Bills on the Sidewalk? Journal of Economic Perspectives, 25(3), 83-106. DOI: https://doi.org/10.2307/23049424
Coad A., Daunfeldt S.O., Hölzl W., Johansson D., Nightingale P. (2014) Highgrowth firms: Introduction to the special section. Industrial and Corporate Change, 23(1), 91-112. DOI: https://doi.org/10.1093/icc/dtt052
Fairlie R. (2012) Immigrant Entrepreneurs and Small Business Owners, and Their Access to Financial Capital (SBA Office of Advocacy Report), Washington D.C.: U.S. Small Business Administration. https://www.microbiz.org/wp-content/uploads/2013/07/Immigrant-Entrepreneurs-and-Small-Business-Owners-and-their-Access-to-Financial-Capital.pdf, дата обращения 03.10.2022.
Fairlie R., Lofstrom M. (2014) Immigration and Entrepreneurship. In: Handbook on the Economics of International Migration (eds. B. Chiswick, P. Miller), Amsterdam: Elsevier, pp. 877-911.
Fryges H. (2006) Hidden champions - How young and small technology-oriented firms can attain high export-sales ratios (ZEW Discussion Paper 06-045), Mannheim, Germany: Centre for European Economic Research. https://madoc.bib.uni-mannheim.de/1369/1/dp06045.pdf, дата обращения 04.10.2022.
Guerrero M., Liñán F., Cáceres-Carrasco F.R. (2021) The influence of ecosystems on the entrepreneurship process: A comparison across developed and developing economies. Small Business Economics, 57, 1733-1759. DOI: https://doi.org/10.1007/s11187-020-00392-2
Guerrero M., Urbano D. (2019) Effectiveness of technology transfer policies and legislation in fostering entrepreneurial innovations across continents: An overview. The Journal of Technology Transfer, 44, 1347-1366. DOI: https://doi.org/10.1007/s10961-019-09736-x
Guerrero M., Urbano D., Herrera F. (2019) Innovation practices in emerging economies: Do university partnerships matter? The Journal of Technology Transfer, 44, 615-646. DOI: https://doi.org/10.1007/s10961-017-9578-8
Guzman J. (2019) Go West Young Firm: Agglomeration and Embeddedness in Startup Migrations to Silicon Valley (Columbia Business School Research Paper), New York: Columbia Business School. DOI: https://doi.org/10.2139/ssrn.3175328
Haltiwanger J.C., Jarmin R.S., Javier M (2010) Who Creates Jobs? Small vs. Large vs. Young (NBER Working Paper w16300), Cambridge, MA: National Bureau of Economic Research. https://www.nber.org/system/files/working_papers/w16300/w16300.pdf, дата обращения 04.10.2022.
Hanson G.H., Liu C. (2018) High-skilled immigration and the comparative advantage of foreign-born workers across US occupations. In: High-skilled migration to the United States and its economic consequences (eds. W.R. Kerr, S. Turner), Cambridge, MA: National Bureau of Economic Research, pp. 7-40.
Hemphill T.A., White III G.O. (2013) China's national champions: The evolution of a national industrial policy - or a new era of economic protectionism? Thunderbird International Business Review, 55(2), 193-212. DOI: https://doi.org/10.1002/tie.21535
Hsu D.H. (2004) What Do Entrepreneurs Pay for Venture Capital Affiliation? The Journal of Finance, 59(4), 1805-1844. DOI: https://doi.org/10.1111/j.1540-6261.2004.00680.x
Hunt J. (2015) Are Immigrants the Most Skilled US Computer and Engineering Workers? Journal of Labor Economics, 33(S1), 39-77. DOI: https://doi.org/10.1086/678974
Jaffe A.B., Trajtenberg M., Henderson R. (1993) Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations. The Quarterly Journal of Economics, 108(3), 577-598. DOI: https://doi.org/10.2307/2118401
Jinzhi Z., Carrick J. (2019) The Rise of the Chinese Unicorn: An Exploratory Study of Unicorn Companies in China. Emerging Markets Finance and Trade, 55(15), 3371-3385. DOI: https://doi.org/10.1080/1540496X.2019.1610877
Kenney M., Zysman J. (2019) Unicorns, Cheshire Cats, and the New Dilemmas of Entrepreneurial Finance. Venture Capital, 21(1), 35-50. DOI: https://doi.org/10.1080/13691066.2018.1517430
Kerr S.P., Kerr W.R. (2020a) Immigrant entrepreneurship in America: Evidence from the survey of business owners 2007 & 2012 (NBER Working Paper w24494), Cambridge, MA: National Bureau of Economic Research. https://www.nber.org/system/files/working_papers/w24494/w24494.pdf, дата обращения 03.10.2022.
Kerr S.P., Kerr W.R. (2020b) Immigration Policy Levers for US Innovation and Start-Ups (NBER Working Paper w27040), Cambridge, MA: National Bureau of Economic Research. https://www.nber.org/system/files/working_papers/w27040/w27040.pdf, дата обращения 03.10.2022.
Kerr S.P., Kerr W.R., Özden Ç., Parsons C. (2016) Global talent flows. Journal of Economic Perspectives, 30(4), 83-106. DOI: https://doi.org/10.1257/jep.30.4.83
Kerr W.R. (2019) The Gift of Global Talent: How Migration Shapes Business, Stanford, CA: Stanford University Press.
Kerr W.R. (2020) The Gift of Global Talent: Innovation Policy and the Economy (NBER Working Paper w25875), Cambridge, MA: National Bureau of Economic Research. https://www.nber.org/system/files/working_papers/w25875/w25875.pdf, дата обращения 03.10.2022.
Kim Y.G., Suh J. (2015) What determines small champions' export performance? Evidence from Korea firm-level data. Asian Economic Papers, 14(2), 138-155. DOI: https://doi.org/10.1162/ASEP_a_00356
Krishnan C.N.V., Ivanov V.I., Masulis R.W., Singh A.K. (2011) Venture Capital Reputation, Post-IPO Performance, and Corporate Governance. The Journal of Financial and Quantitive Analysis, 46(5), 1295-1333. DOI: https://doi.org/10.1017/S0022109011000251
Krugman P. (1991) Geography and Trade, Cambridge, MА: MIT Press.
Lee A. (2013) Welcome to The Unicorn Club: Learning from Billion-Dollar Startups. https://techcrunch.com/2013/11/02/welcome-to-the-unicorn-club/, дата обращения 04.10.2022.
Lee P.M., Pollock T.G., Jin K. (2011) The contingent value of venture capitalist reputation. Strategic Organization, 9(1), 33-69. DOI: https://doi.org/10.1177/1476127011400505
Maincent E., Navarro L. (2006) A Policy for Industrial Champions: From Picking Winners to Fostering Excellence and the Growth of Firms, Brussels: European Commission. https://ec.europa.eu/docsroom/documents/1923/attachments/1/translations/en/renditions/native, дата обращения 04.10.2022.
McAuliffe M., Triandafyllidou A. (eds.) (2021) World Migration Report 2022, Geneva: International Organization for Migration (IOM). https://publications.iom.int/system/files/pdf/WMR-2022_0.pdf, дата обращения 18.10.2022.
Melnik J. (2019) China's National Champions: Alibaba, Tencent, and Huawei. Education About Asia, 24(9), 28-33. https://www.asianstudies.org/wp-content/uploads/chinas-national-champions-alibaba-tencent-and-huawei.pdf, дата обращения 04.10.2022.
OECD (2021) Understanding Firm Growth: Helping SMEs Scale Up, Paris: OECD. DOI: https://doi.org/10.1787/fc60b04c-en
OECD/Eurostat (2008) Eurostat-OECD Manual on Business Demography Statistics, Paris: OECD. DOI: https://doi.org/10.1787/9789264041882-en
Partnership for a New American Economy (2011) The New American Fortune 500, New York: Partnership for a New American Economy. https://www1.nyc.gov/html/om/pdf/2011/partnership_for_a_new_american_economy_fortune_500, дата обращения 03.10.2022.
Petersen D.R., Aḥmad N. (2007) High-growth enterprises and gazelles: Preliminary and summary sensitivity analysis, Paris: OECD. https://www.oecd.org/sdd/business-stats/39639605.pdf, дата обращения 04.10.2022.
Poon D. (2009) China's evolving industrial policy strategies and instruments: Lessons for development (TIPS Working Paper 2-2009), Pretoria: Trade and Industrial Policy Strategies. https://www.tips.org.za/research-archive/trade-and-industry/item/download/1108_d5a6a0704da527d4052d4085e811f4b2, дата обращения 04.10.2022.
Porter M. (1990) The Competitive Advantage of Nations, New York: Free Press.
Ratzinger D., Amess K., Greenman A., Mosey S. (2018) The impact of digital start-up founders' higher education on reaching equity investment milestones. The Journal of Technology Transfer, 43, 760-778. DOI: https://doi.org/10.1007/s10961-017-9627-3
Schenkenhofer J. (2022) Hidden champions: A review of the literature and future research avenues. Management Review Quarterly, 72, 417-482. DOI: https://doi.org/10.1007/s11301-021-00253-6
Seip M., Van der Heijden A., Bax M. (2022) Scale-ups and intellectual property right: The role of technological and commercialization capabilities in firm growth. International Journal of Innovation Management, 26(4), 2250033. DOI: https://doi.org/10.1142/S1363919622500335
Seoul Business Agency (2019) Workshop on Tech Start-ups Support Program in Asia and the Pacific, Seoul: Seoul Business Agency. https://events.development.asia/sites/default/files/course/2019/Knowledge%20Brochure%20Series%209_Tech%20Startup%20FINAL.pdf, дата обращения 04.10.2022.
Simon H. (1990) Hidden Champions: Speerspitze der deutschen Wirtschaft. Zeitschrift für Betriebswirtschaft, 60(9), 875-890.
Simon H. (1996) Hidden Champions: Lessons from 500 of the World's Best Unknown Companies, Boston, MA: Harvard Business School Press.
Simon J.P. (2016) How to Catch a Unicorn: An Exploration of the Universe of Tech Companies with High Market Capitalization, Brussels: ERC Joint Research Centre. https://data.europa.eu/doi/, дата обращения 04.10.2022. DOI: https://doi.org/10.2791/893975
Stone A., Badawy L.T. (2011) SME Innovators and Gazelles in MENA: Educate, Train, Certify, Compete!, Washington, D.C.: World Bank. https://openknowledge.worldbank.org/bitstream/handle/10986/10867/645020BRI0MENA00Box0361538B0PUBLIC0.pdf?sequence=1&isAllowed=y, дата обращения 04.10.2022.
Testa G., Compañó R., Correia A., Rückert E. (2022) In search of EU unicorns - What do we know about them?, Luxembourg: Publications Office of the European Union. 10.2760/ 843368. DOI: https://doi.org/10.2760/843368
Yoon B. (2013) How do hidden champions differ from normal small and medium enterprises (SMEs) in innovation activities. Journal of Applied Sciences Research, 9(13), 6257-6263. http://www.aensiweb.com/old/jasr/jasr/2013/6257-6263.pdf, дата обращения 04.10.2022.
Zacchia P. (2018) Benefiting Colleagues but not the City: Localized Effects from the Relocation of Superstar Inventors. Research Policy, 47(5), 992-1005. DOI: https://doi.org/10.1016/j.respol.2018.03.004

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