Mobility of Highly Skilled Individuals and Local Innovation Activity

Drivas, Kyriakos and Economidou, Claire and Karamanis, Dimitris and Sanders, Mark (2018): Mobility of Highly Skilled Individuals and Local Innovation Activity.

Abstract

This paper studies the drivers of highly skilled migrants across space as well as their impact on local innovation activity. We focus on patent inventors, a specific typology of skilled and innovative individuals who are deeply involved in the production of innovation and are important vehicle of knowledge circulation. Employing patent data to track their moves, we use a gravity model to examine whether geographic, technological and cultural proximities between countries and country level factors and policies shape the flows of these talented individuals. As a comparison, in the same framework, we also analyze the flows of non-inventor migrants. Our evidence shows that proximity matters for migration. Gravity emerges everywhere; in the mobility of inventor and non-inventor migrant workers; the former, however, are less geographically restricted. Similarity in technological production structure between countries is the main driver of inventor moves - especially for inventors from the most innovative countries, whereas cultural proximity matters more for non-inventor migrants. Attractive country features are the quality of institutions and job opportunities at the destination as well as trade linkages between origin and destination country. Finally, the knowledge and skills that move with the inventors have an important positive impact on local innovation production.

• Item Type: MPRA Paper
• Language: English
• Keywords: inventor mobility, patents, migration, gravity, proximity
• Subjects: J - Labor and Demographic Economics > J6 - Mobility, Unemployment, Vacancies, and Immigrant Workers > J61 - Geographic Labor Mobility ; Immigrant Workers; O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O31 - Innovation and Invention: Processes and Incentives; O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O33 - Technological Change: Choices and Consequences ; Diffusion Processes; O - Economic Development, Innovation, Technological Change, and Growth > O5 - Economywide Country Studies > O52 - Europe

References

Acemoglu, D., Johnson, S., Robinson, J. A., 2005. Institutions as a fundamental cause of long-run growth. In: Aghion, P., Durlauf, S. (Eds.), Handbook of Economic Growth. North Holland: Amsterdam, pp. 384–473.

Agarwal, R., Cockburn, I., McHale, J., 2006. Gone but not forgotten: knowledge flows, labor mobility, and enduring social relationships. Journal of Economic Geography 6(5), 571–591.

Aghion, P., Boustan, L., Hoxby, C., Vandenbussche, J., 2009. The causal impact of education on economic growth: Evidence from U.S. University of Harvard, Department of Economics, Working Paper.

Aghion, P., Howitt, P., 1998. Endogenous Growth Theory. Cambridge, MA: MIT Press, Massachusetts, USA.

Agrawal, A., Kapur, D., McHale, J., Oettl, A., 2011. Brain drain or brain bank? the impact of skilled emigration on poor-country innovation. Journal of Urban Economics 69(1), 43–55.

Agrawal, A., Kapurc, D., McHaled, J., 2008. How do spatial and social proximity influence knowledge flows? evidence from patent data. Journal of Urban Economics 64(2), 258–269.

Akcigit, U., Baslandze, S., Stantcheva, S., 2016. Taxation and the international mobility of inventors. Amercn Economic Review 106(10), 2930–2981.

Akcigit, U., Grigsby, J., Nicholas, T., 2017a. Immigration and the rise of american ingenuity. NBER Working Paper 23137.

Akcigit, U., Grigsby, J., Nicholas, T., 2017b. The rise of american ingenuity: Innovation and inventors of the golden age. NBER Working Paper No. 23047.

Alcacer, J., Gittelman, M., 2006. Patent citations as a measure of knowledge flows: The influence of examiner citations. Review of Economics and Statistics 88(4), 774–779.

Anderson, J. E., van Wincoop, E., 2003. Gravity with gravitas: A solution to the border puzzle. American Economic Review 93(1), 170–192.

Anjonami, A., Hariri, V., 1992. Migration stock and the issue of competing and complementary flows in united states interstate migration. Journal of Population Economics 5(2), 87–100.

Audretsch, D., Keilbach, M., 2007. The theory of knowledge spillover entrepreneurship. Journal of Management Studies 44(7), 1242–1254.

Beck, B., Moore, L., 1985. Linking the host culture to organizational variables. In: Organizational culture. Beverly Hills, CA: Sage, pp.335–354.

Beine, M., Docquier, F., Ozden, C., 2011. Diasporas. Journal of Economic Development 95(1), 30–41.

Belenzon, S., Schankerman, M., 2013. Spreading the word: Geography, policy and knowledge spillovers. Review of Economics and Statistics 95(3), 884–903.

Benhabib, J., Spiegel, M. M., Oct. 1994. The role of human capital in economic development: Evidence from aggregate cross-country data. Journal of Monetary Economics 34(2), 143–173.

Bertoli, S., Moraga, J. F.-H., 2015. The size of the cliff at the border. Regional Science and Urban Economics 51, 1–6.

Bhagwati, J., Hanson, G., 2009. Skilled immigration today: prospects, problems, and policies. Oxford University Press.

Bode, E., 2004. The spatial pattern of localized r&d spillovers: an empirical investigation for Germany. Journal of Economic Geography 4(1), 43–64.

Bottazzi, L., Peri, G., 2007. The international dynamics of r&d and innovation in the long run and in the short run. Economic Journal 117(518), 486–511.

Branstetter, L. G., 2001. Are knowledge spillovers international or intranational in scope?: Microeconometric evidence from the U.S. and Japan. Journal of International Economics 53(1), 53–79.

Breschi, S., Lissoni, F., 2009. Knowledge networks from patent data: Methodological issues and research targets. Journal of Economic Geography 9(2), 439–468.

Breschi, S., Lissoni, F., Miguelez, E., 2017. Migrant inventors in the US: Testing for diaspora and brain gain effects. Journal of Economic Geography 17(5), 1009–1038.

Burger, M., van Oort, F., Linders, G., 2009. On the specification of the gravity model of trade: Zeros, excess zeros and zero-inflated estimation. Spatial Economic Analysis 4(2), 167–190.

Busenitz, L. W., Gómez, C., Spencer, J. W., 2000. Country institutional profiles: Unlocking entrepreneurial phenomena. Academy of Management Journal 43(5), 994–1003.

Cairncross, F., 1997. The Death of Distance: How Communications Revolution Will Change Our Lives. Orion Business Books, London.

Cameron, C. A., Trivedi, P. K., 2013. Regression Analysis of Count Data, 2nd Edition. Econometric Society Monograph No. 53. Cambridge University Press, 1998.

Caselli, F., Coleman, J. W., 2001. Cross-country technology diffusion: The case of computers. American Economic Review 91(2), 328–335.

Caselli, F., Wilson, D., 2004. Importing technology. Journal of Monetary Economics 51(1), 1–32.

Chen, N., 2004. Intra-national versus international trade in the european union: Why do national borders matter? Journal of International Economics 63(1), 93–118. Crescenzi, R., Gagliardi, L., 2015. Moving people with ideas innovation, inter-regional mobility and firm heterogeneity. SERC DISCUSSION PAPER 174.

Czaika, M., Parsons, C., 2015. The gravity of high skilled migration policies. IMI Working Paper No. 110.

De Beer, J., Raymer, J., van der Erf, R., van Wissen, L., 2010. Overcoming the problems of inconsistent international migration data: A new method applied to flows in Europe. European Journal of Population 26(4), 459–481.

De Groot, H., Linders, G.-J., Rietveld, P., Subramanian, U., 2004. The institutional determinants of bilateral trade patterns. Kyklos 57(1), 103–123.

Docquier, F., Ozden, C., Peri, G., 2014. The labor market effects of immigration and emigration in OECD countries. Economic Journal 124(579), 1106–1145.

Drivas, K., Economidou, C., Karkalakos, S., Tsionas, E. G., 2016. Mobility of knowledge and local innovation activity. European Economic Review 85(C), 39–61.

Eaton, J., Kortum, S., 2001. Trade in capital goods. European Economic Review 45(7), 1195–1235.

Edquist, C., Hommen, L., McKelvey, M., 2001. Innovation and employment: Process versus product innovation, cheltenham: Edward elgar. Edquist, C., Hommen, L. and McKelvey, M. Innovation and Employment: Process versus Product Innovation, Cheltenham: Edward Elgar.

Efrat, K., 2014. The direct and indirect impact of culture on innovation. Technovation 34(1), 12–20.

Eichengreen, B., Irwin, D. A., 1998. The regionalisation of the world economy. In: Frankel, J. A. (Ed.), The Role of History in Bilateral Trade Flows. University of Chicago Press, Chicago, pp. 33–57.

Frankel, J., Romer, D., 1999. Does trade cause growth? American Economic Review 89(3), 379–399.

Friedman, T. L., 2005. The World Is Flat: A Brief History of the Twenty-First Century. Farrar, Straus, and Giroux: New York.

Gagliardi, L., 2015. Does skilled migration foster innovative performance? evidence from british local areas. Regional Studies 94(4), 773–794.

Gennaioli, N., Porta, R. L., de Silanes, F. L., Shleifer, A., 2013. Human capital and regional development. Quarterly Journal of Economics 128(1), 105–164.

Glaeser, E., J.A. Scheinkman, J., Shleifer, A., 1995. Economic growth in a cross-section of cities. Journal of Monetary Economics 36(1), 117–143.

Goldstein, H., Renault, C., 2004. Contributions of universities to regional economic development: A quasi-experimental approach.Regional Studies 38(7), 733–746.

Greene, W. H., 1994. Accounting for excess zeros and sample selection in poisson and negative binomial regression models. NYU Working Paper No. EC-94-10.

Griffith, R., Macartney, G., 2014. Employment protection legislation, multinational firms, and innovation. Review of Economics and Statistics 96(1), 135–150.

Griliches, Z., 1992. The search for R&D spillovers. Scandinavian Journal of Economics 94(0), S29–47.

Grogger, J., Hanson, G., 2011. Income maximization and the selection and sorting of international migrants. Journal of Development Economics 95(1), 42–57.

Grossman, G., Helpman, E., 1991. Innovation and Growth in the Global Economy. MIT Press, Massachusetts, USA.

Guellec, D., van Pottelsberghe de la Potterie, B., 2004. From R&D to productivity growth: Do the institutional settings and the source of funds of r&d matter? Oxford Bulletin of Economics and Statistics 66(3), 353–378.

Hall, B. H., Jaffe, A. B., Trajtenberg, M., 2001. The nber patents citations data file: Lessons, insights and methodological tools. National Bureau of Economic Research Working Paper No. 8498.

Hall, B. H., Jaffe, A. B., Trajtenberg, M., 2005. Market value and patent citations. RAND Journal of Economics 36(1), 16–38.

Hausman, J. A., Hall, B., Griliches, Z., 1984. Econometric models for count data with an application to the patents-r&d relationship. NBER Working Paper No. 0017.

Helpman, E., Melitz, M., Rubinstein, Y., 2008. Estimating trade flows: Trading partners and trading volumes. Quarterly Journal of Economics 123(2), 441–487.

Herbig, P., Dunphy, S., 1998. Culture and innovation. Cross Cultural Management 5(4), 13–21.

Hofstede, G., 1980. Culture’s Consequences: International Differences in Work-Related Values. Beverly Hills CA: Sage Publications.

Hofstede, G., 2001. Culture’s Consequences: Comparing Values, Behaviors, Institutions and Organizations Across Nations, 2nd Edition. Thousand Oaks CA: Sage Publications.

Hsu, P.-H., Tian, X., Xu, Y., 2014. Financial development and innovation: Cross-country evidence. Journal of Financial Economics 112(1), 116–135.

Hunt, J., Gauthier-Loiselle, M., 2010. How much does immigration boost innovation? American Economic Journal: Macroeconomics 2(2), 31–56.

Jaffe, A. B., 1986. Technological opportunity and spillovers of r&d: Evidence from firms’ patents, profits, and market value. American Economic Review 76(5), 984–1001.

Jaffe, A. B., Trajtenberg, M., Henderson, R., 1993. Geographic localization of knowledge spillovers as evidenced by patent citations. Quarterly Journal of Economics 108(3), 577–598.

Jones, G. K., Davis, H., 2000. National culture and innovation: Implications for locating global R&D operations. Management International Review 40(1), 11–39.

Kapur, D., McHale, J., 2005. Give us your best and brightest: the global hunt for talent and its impact on the developing world. Center for Global Development, Washington.

Keller, W., 2002. Trade and the transmission of technology. Journal of Economic Growth 7(1), 5–24. Kerr, W., 2008. Ethnic scientific communities and international technology diffusion. Review of Economics and Statistics 90(3), 518–537.

Kerr, W. R., Lincoln, W. F., 2010. The supply side of innovation: H-1b visa reforms and us ethnic invention. Journal of Labor Economics 28(3), 473–508.

Lambert, D., 1992. Zero-inflated poisson regression, with an application to defects in manufacturing. Technometrics 34(1), 1–14.

Levine, R., 2004. Finance and growth: Theory and evidence. NBER Working Paper No. 10766.

Licht, A., Siegel, J., 2006. The social dimensions of entrepreneurship. In: Casson, M., Yeung, B. (Eds.), Oxford Handbook of Entrepreneurship. Oxford University Press, Oxford.

Lucas, R., 1988. On the mechanics of economic development. Journal of Monetary Economics 22(1), 3–42.

Lucas, R. E., 2009. Ideas and growth. Economica 76(301), 1–19.

Maggioni, M. A., Uberti, T., 2009. Knowledge networks across europe: which distance matters? The Annals of Regional Science 43(3), 691–720.

Mancusi, M. L., 2008. International spillovers and absorptive capacity: A cross-country cross-sector analysis based on patents and citations. Journal of International Economics 76(2), 155–165.

Mayda, A., 2010. International migration: A panel data analysis of the determinants of bilateral flows. Journal of Population Economics 23(4), 1249–1274.

Mayer, T., Zignago, S., 2011. Notes on CEPII’s distances measures: The geodist database. CEPII Research Center No. 2011 -25.

McCallum, J., 1995. National borders matter: Canada-U.S. regional trade patterns. American Economic Review 85(3), 615–623.

McCann, P., 2008. Globalization and economic geography: The world is curved, not flat. Journal of Regions, Economy and Society 1(3), 351–370.

Miguélez, E., 2016. Inventor diasporas and the internationalization of technology. World Bank Economic Review (in press, doi:10.1093/wber/lhw013), 1–28.

Miguélez, E., Fink, C., 2013. Measuring the international mobility of inventors: A new database. WIPO Economics & Statistics Series, Working Paper No. 8.

Miguélez, E., Moreno, R., 2013a. Research networks and inventors’ mobility as drivers of innovation: Evidence from Europe. Regional Studies 47(10), 1668–1685.

Miguélez, E., Moreno, R., 2013b. Skilled labour mobility, networks and knowledge creation in regions: a panel data approach. Annuals of Regional Science 51(1), 191–212.

Miguélez, E., Moreno, R., 2014. What attracts knowledge workers? the role of space, social networks. Journal of Regional Science 54(1), 33–60.

Miguélez, E., Moreno, R., Surinach, J., 2010. Inventors on the move: Tracing inventors’ mobility and its spatial distribution. Papers in Regional Science 89(2), 251–274.

Mokyr, J., 2002. The Gifts of Athena: Historical Origins of the Knowledge Economy. Princeton University Press.

OECD, 2004. Science and technology indicator scoreboard.

Ortega, F., Peri, G., 2013. The effect of income and immigration policies on international migration. Migration Studies 1(1), 47–74.

Pakes, A., Griliches, Z., 1980. Patents and r&d at the firm level: A first report. Economics Letters 5(4), 377–381.

Papademetriou, D. G., Sumption, M., 2013. Attracting and selecting from the global talent pool-policy challenges. Migration Policy Institute, Washington DC.

Peri, G., 2005. Determinants of knowledge flows and their effect on innovation. Review of Economics and Statistics 87(2), 308–322.

Perugini, C., Signorelli, M., 2010. Youth labour market performance in European regions. Economic Change and Restructuring 43(2), 151–185.

Philippidis, G., Resano-Ezcaray, H., Sanjuán-López, A. I., 2013. Capturing zero-trade values in gravity equations of trade: an analysis of protectionism in agro-food sectors. Agricultural Economics 44(2), 141–159.

Redding, S., 1996. The low-skill, low-quality trap: Strategic complementarities between human capital and r&d. Economic Journal 106 (435), 458–470.

Rivera-Batiz, L., Romer, P., 1991. Economic integration and endogenous growth. Quarterly Journal of Economics 106(2), 227–244.

Rodríguez-Pose, A., Cataldo, M. D., 2014. Quality of government and innovative performance in the regions of Europe. Journal of Economic Geography 15(4), 673–706.

Rodríguez-Pose, A., Crescenzi, R., 2008. Mountains in a flat world: Why proximity still matters for the location of economic activity. Cambridge Journal of Regions, Economy and Society 1(3), 371–388.

Romer, P. M., 1986. Increasing returns and long-run growth. Journal of Political Economy 94(5), 1000–1037.

Romer, P. M., 1989. Human capital and growth: Theory and evidence. National Bureau of Economic Research Working Paper Series No. 3173.

Romer, P. M., 1990. Endogeneous technological change. Journal of Political Economy 98(5), S71–102.

Saint-Paul, G., 2004. The brain drain: Some evidence from European expatriates in the united states. IZA DP No. 1310.

Soskice, D., 1997. German technology policy, innovation and national institutional frameworks. Industry and Innovation 4(1), 75–96.

Squicciarini, M. P., Voigtlaender, N., 2015. Human capital and industrialization: Evidence from the age of enlightenment. Quarterly Journal of Economics 130(4), 1825–1883.

Thompson, P., 2006. Patent citations and the geography of knowledge spillovers: Evidence from inventor- and examiner-added citations. Review of Economics and Statistics 88(2), 383–388.

Veugelers, R., Rey, E. D., 2014. The contribution of universities to innovation, (regional) growth and employment. European Expert Network on Economics of Education (EENEE) Analytical Report No. 18.

Vuong, Q. H., 1989. Likelihood ratio tests for model selection and non-nested hypothesis. Econometrica 57(2), 307–333.

Wolf, H. C., 2000. Intra-national home bias in trade. Review of Economics and Statistics 82(4), 555–563.

Wooldridge, J. M., 2002. Econometric Analysis of Cross Section and Panel Data. Cambridge: MIT Press.

Xiong, B., Beghin, J., 2011. Does European aflatoxin regulation hurt groundnut exporters from Africa? European Review of Agricultural Economics 39(4), 589–609.

Young, A., 1991. Learning by doing and the dynamic effects of international trade. Journal of Economics 106(2), 369–405. 29