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The nexus between labour mobility and innovation: an empirical analysis

Author

Listed:
  • Jitamitra Behera

    (Indian Institute of Technology Indore)

  • Akriti Jain

    (International Management Institute-New Delhi)

  • Ruchi Sharma

    (Indian Institute of Technology Indore)

Abstract

Labour mobility is a crucial feature of human nature and an effective medium of knowledge transfer. As the workers shift from one region to another, their embodied skills travel with them, and the diversities of skills make complementarities of ideas that encourage new methods of production or innovation in the destination. Further innovation boosts economic growth and smoothens the mobility path. In this way, a virtuous cycle takes place between migration and innovation, which has not been comprehensively explored in the existing literature. Especially in developing nations, such studies are a handful in number and are not at a consensus to derive the normative conclusion. As the relationship between migration and innovation has remained inconclusive due to the variation of skills and endowments, the study aims to investigate the migration-innovation nexus critically. The study explores the varied ways in which migration influences and is influenced by innovation. The empirical investigation employs panel dataset of migration and innovation, extracted from the World Development Indicators (WDI), from 2005 to 2015, utilizing a system-GMM estimation model to account for endogeneity issues. Results reveal a positive and significant influence of international migration on patenting output, with varied time lags and with variation across geographical regions, patenting and migrant receiving country clusters. Further, the study contributes valuable insights into complex dynamics and virtuous cycle of migration and innovation, which is appreciable for economic growth and development.

Suggested Citation

  • Jitamitra Behera & Akriti Jain & Ruchi Sharma, 2024. "The nexus between labour mobility and innovation: an empirical analysis," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 51(3), pages 551-584, September.
  • Handle: RePEc:spr:epolin:v:51:y:2024:i:3:d:10.1007_s40812-024-00305-4
    DOI: 10.1007/s40812-024-00305-4
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    1. Fackler, Thomas A. & Giesing, Yvonne & Laurentsyeva, Nadzeya, 2020. "Knowledge remittances: Does emigration foster innovation?," Research Policy, Elsevier, vol. 49(9).
    2. Céline Bonnefond, 2014. "Growth dynamics and conditional convergence among Chinese provinces: a panel data investigation using system GMM estimator," Post-Print halshs-04202578, HAL.
    3. Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2010. "How Much Does Immigration Boost Innovation?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 31-56, April.
    4. Miguelez, Ernest & Noumedem Temgoua, Claudia, 2020. "Inventor migration and knowledge flows: A two-way communication channel?," Research Policy, Elsevier, vol. 49(9).
    5. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    6. Francesco Lissoni, 2018. "International migration and innovation diffusion: an eclectic survey," Regional Studies, Taylor & Francis Journals, vol. 52(5), pages 702-714, May.
    7. Massimiliano Bratti & Chiara Conti, 2018. "The effect of immigration on innovation in Italy," Regional Studies, Taylor & Francis Journals, vol. 52(7), pages 934-947, July.
    8. Michaela Trippl & Gunther Maier, 2011. "Knowledge Spillover Agents and Regional Development," Advances in Spatial Science, in: Peter Nijkamp & Iulia Siedschlag (ed.), Innovation, Growth and Competitiveness, chapter 0, pages 91-111, Springer.
    9. Ceren Ozgen, 2021. "The economics of diversity: Innovation, productivity and the labour market," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1168-1216, September.
    10. Ceren Ozgen & Cornelius Peters & Annekatrin Niebuhr & Peter Nijkamp & Jacques Poot, 2014. "Does Cultural Diversity of Migrant Employees Affect Innovation?," International Migration Review, Wiley Blackwell, vol. 48, pages 377-416, September.
    11. Fassio, Claudio & Montobbio, Fabio & Venturini, Alessandra, 2019. "Skilled migration and innovation in European industries," Research Policy, Elsevier, vol. 48(3), pages 706-718.
    12. Krugman, Paul, 1979. "A Model of Innovation, Technology Transfer, and the World Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 87(2), pages 253-266, April.
    13. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    14. Anna D’Ambrosio & Sandro Montresor & Mario Davide Parrilli & Francesco Quatraro, 2019. "Migration, communities on the move and international innovation networks: an empirical analysis of Spanish regions," Regional Studies, Taylor & Francis Journals, vol. 53(1), pages 6-16, January.
    15. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    16. Michèle Belot & Sjef Ederveen, 2012. "Cultural barriers in migration between OECD countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 1077-1105, July.
    17. William R. Kerr & William F. Lincoln, 2010. "The Supply Side of Innovation: H-1B Visa Reforms and U.S. Ethnic Invention," Journal of Labor Economics, University of Chicago Press, vol. 28(3), pages 473-508, July.
    18. Bosetti, Valentina & Cattaneo, Cristina & Verdolini, Elena, 2015. "Migration of skilled workers and innovation: A European Perspective," Journal of International Economics, Elsevier, vol. 96(2), pages 311-322.
    19. Bahar, Dany & Choudhury, Prithwiraj & Rapoport, Hillel, 2020. "Migrant inventors and the technological advantage of nations," Research Policy, Elsevier, vol. 49(9).
    20. Celine Bonnefond, 2014. "Growth Dynamics And Conditional Convergence Among Chinese Provinces: A Panel Data Investigation Using System Gmm Estimator," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 1-25, December.
    21. Naghavi, Alireza & Strozzi, Chiara, 2011. "Intellectual Property Rights, Migration, and Diaspora," Economy and Society 115817, Fondazione Eni Enrico Mattei (FEEM).
    22. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    23. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    24. Hainmueller, Jens & Hiscox, Michael J., 2010. "Attitudes toward Highly Skilled and Low-skilled Immigration: Evidence from a Survey Experiment," American Political Science Review, Cambridge University Press, vol. 104(1), pages 61-84, February.
    25. Mathias Czaika & Christopher R. Parsons, 2017. "The Gravity of High-Skilled Migration Policies," Demography, Springer;Population Association of America (PAA), vol. 54(2), pages 603-630, April.
    26. Emile Cammeraat & Lea Samek & Mariagrazia Squicciarini, 2021. "The role of innovation and human capital for the productivity of industries," OECD Science, Technology and Industry Policy Papers 103, OECD Publishing.
    27. Allan M. Williams, 2007. "Listen to Me, Learn with Me: International Migration and Knowledge Transfer," British Journal of Industrial Relations, London School of Economics, vol. 45(2), pages 361-382, June.
    28. Bove, Vincenzo & Elia, Leandro, 2017. "Migration, Diversity, and Economic Growth," World Development, Elsevier, vol. 89(C), pages 227-239.
    29. Annekatrin Niebuhr, 2010. "Migration and innovation: Does cultural diversity matter for regional R&D activity?," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 563-585, August.
    30. Paul H. Jensen & Elizabeth Webster, 2009. "Another Look At The Relationship Between Innovation Proxies," Australian Economic Papers, Wiley Blackwell, vol. 48(3), pages 252-269, September.
    31. Doehne, Malte & Rost, Katja, 2021. "Long waves in the geography of innovation: The rise and decline of regional clusters of creativity over time," Research Policy, Elsevier, vol. 50(9).
    32. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    33. Brent B Allred & Walter G Park, 2007. "Patent rights and innovative activity: evidence from national and firm-level data," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(6), pages 878-900, November.
    34. Abdul Majid Awan & Muhammad Azam, 2022. "Evaluating the impact of GDP per capita on environmental degradation for G-20 economies: Does N-shaped environmental Kuznets curve exist?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 11103-11126, September.
    35. Burgos-Mascarell, Andrea & Ribeiro-Soriano, Domingo & Martínez-López, Miguel, 2016. "Dystopia deconstructed: Applying the triple helix model to a failed utopia," Journal of Business Research, Elsevier, vol. 69(5), pages 1845-1850.
    36. Naghavi, Alireza & Strozzi, Chiara, 2015. "Intellectual property rights, diasporas, and domestic innovation," Journal of International Economics, Elsevier, vol. 96(1), pages 150-161.
    37. Olena Oliinyk & Yuriy Bilan & Halyna Mishchuk & Oleksandr Akimov & László Vasa, 2021. "The Impact of Migration of Highly Skilled Workers on The Country’s Competitiveness and Economic Growth," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 17(3), pages 7-19.
    38. David Dorn & Josef Zweimüller, 2021. "Migration and Labor Market Integration in Europe," Journal of Economic Perspectives, American Economic Association, vol. 35(2), pages 49-76, Spring.
    39. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    40. Ethan Lewis, 2011. "Immigration, Skill Mix, and Capital Skill Complementarity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 1029-1069.
    41. Stefano Breschi & Francesco Lissoni & Ernest Miguelez, 2017. "Foreign-origin inventors in the USA: testing for diaspora and brain gain effects," Journal of Economic Geography, Oxford University Press, vol. 17(5), pages 1009-1038.
    42. Agrawal, Ajay & Kapur, Devesh & McHale, John & Oettl, Alexander, 2011. "Brain drain or brain bank? The impact of skilled emigration on poor-country innovation," Journal of Urban Economics, Elsevier, vol. 69(1), pages 43-55, January.
    43. Anthony Edo & Lionel Ragot & Hillel Rapoport & Sulin Sardoschau & Andreas Steinmayr & Arthur Sweetman, 2020. "An introduction to the economics of immigration in OECD countries," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(4), pages 1365-1403, November.
    44. Sandra Sequeira & Nathan Nunn & Nancy Qian, 2020. "Immigrants and the Making of America," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 382-419.
    45. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    46. Gray, Rowena & Montresor, Giulia & Wright, Greg C., 2020. "Processing immigration shocks: Firm responses on the innovation margin," Journal of International Economics, Elsevier, vol. 126(C).
    47. Dao, Thu Hien & Docquier, Frédéric & Parsons, Chris & Peri, Giovanni, 2018. "Migration and development: Dissecting the anatomy of the mobility transition," Journal of Development Economics, Elsevier, vol. 132(C), pages 88-101.
    48. Nanneke Winters, 2014. "Responsibility, Mobility, and Power: Translocal Carework Negotiations of Nicaraguan Families," International Migration Review, Wiley Blackwell, vol. 48(2), pages 415-441, June.
    49. Riccardo Crescenzi & Andrés Rodriguez-Pose & Michael Storper, 2007. "The territorial dynamics of innovation: a Europe-United States comparative analysis," Journal of Economic Geography, Oxford University Press, vol. 7(6), pages 673-709, November.
    50. Hainmueller, Jens & Hiscox, Michael J., 2010. "Attitudes toward Highly Skilled and Low-skilled Immigration: Evidence from a Survey Experiment—Erratum," American Political Science Review, Cambridge University Press, vol. 104(3), pages 624-624, August.
    51. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    52. Adriana C. Pinate & Alessandra Faggian & Claudio Di Berardino & Carolina Castaldi, 2023. "The heterogenous relationship between migration and innovation: Evidence from Italy," Industry and Innovation, Taylor & Francis Journals, vol. 30(3), pages 336-360, March.
    53. Alessandra Faggian & Philip McCann, 2009. "Human capital, graduate migration and innovation in British regions," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(2), pages 317-333, March.
    54. Pantelis Kazakis, 2019. "On the nexus between innovation, productivity and migration of US university graduates," Spatial Economic Analysis, Taylor & Francis Journals, vol. 14(4), pages 465-485, October.
    55. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    56. Davide Castellani & Maria Mancusi & Grazia Santangelo & Antonello Zanfei, 2015. "Special section: Offshoring, immigration and the labour market: a micro-level perspective," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(2), pages 157-162, June.
    57. Nagaoka, Sadao & Motohashi, Kazuyuki & Goto, Akira, 2010. "Patent Statistics as an Innovation Indicator," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1083-1127, Elsevier.
    58. Jalles, João Tovar, 2010. "How to measure innovation? New evidence of the technology-growth linkage," Research in Economics, Elsevier, vol. 64(2), pages 81-96, June.
    59. Paul H. Jensen, 2014. "Understanding the Impact of Migration on Innovation," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 47(2), pages 240-250, June.
    60. Rainer Frietsch & Ulrich Schmoch, 2010. "Transnational patents and international markets," Scientometrics, Springer;Akadémiai Kiadó, vol. 82(1), pages 185-200, January.
    61. Xindong Zhao & Xiang Li, 2021. "The influence of internal migration on regional innovation in China," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 34(1), pages 498-520, January.
    62. Veland Ramadani & Shqipe Gerguri, 2011. "Innovations: Principles and Strategies," Advances In Management, Advances in Management, vol. 4(7), July.
    63. Donald R. Davis & David E. Weinstein, 2002. "Technological Superiority and the Losses from Migration," NBER Working Papers 8971, National Bureau of Economic Research, Inc.
    64. Rammer, Christian & Schubert, Torben, 2018. "Concentration on the few: mechanisms behind a falling share of innovative firms in Germany," Research Policy, Elsevier, vol. 47(2), pages 379-389.
    65. Timo Mitze & Torben Schmidt, 2015. "Internal migration, regional labor markets and the role of agglomeration economies," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(1), pages 61-101, October.
    66. Bolortuya Enkhtaivan & Jorge Brusa & Zagdbazar Davaadorj, 2020. "A Gap in Brain Gain for Emerging Countries: Evidence of International Immigration on Non-Resident Patents," JRFM, MDPI, vol. 14(1), pages 1-23, December.
    67. Benjamin Balsmeier & Achim Buchwald, 2015. "Who promotes more innovations? Inside versus outside hired CEOs," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(5), pages 1013-1045.
    68. Yasmine Eissa & Chahir Zaki, 2023. "On GVC and innovation: the moderating role of policy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(1), pages 49-71, March.
    69. Rita Strohmaier & Marlies Schuetz & Simone Vannuccini, 2019. "A systemic perspective on socioeconomic transformation in the digital age," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(3), pages 361-378, September.
    70. Todtling, Franz & Trippl, Michaela, 2005. "One size fits all?: Towards a differentiated regional innovation policy approach," Research Policy, Elsevier, vol. 34(8), pages 1203-1219, October.
    71. Archibugi, Daniele & Filippetti, Andrea, 2010. "The globalisation of intellectual property rights: four learned lessons and four theses," MPRA Paper 21930, University Library of Munich, Germany.
    72. Katikar Tipayalai, 2020. "Impact of international labor migration on regional economic growth in Thailand," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-19, December.
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    More about this item

    Keywords

    Migration; Innovation; Patenting; Knowledge diffusion; System GMM;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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