IDEAS home Printed from https://ideas.repec.org/a/bla/revinw/v66y2020i3p613-646.html
   My bibliography  Save this article

Foreign Human Capital and Total Factor Productivity: A Sectoral Approach

Author

Listed:
  • Claudio Fassio
  • Sona Kalantaryan
  • Alessandra Venturini

Abstract

We analyze the role of migrants in productivity growth in the three largest European countries—France, Germany and the United Kingdom—in the years 1994–2007, using Total Factor Productivity. Unlike previous research, which mainly employs a regional approach, our analysis is at the sectoral level: this allows to distinguish the real contribution of migrants to productivity from possible inter‐sectoral complementarities, which might also foster growth. We control for the share of migrants and the different components of human‐capital, such as education, age and diversity, and adopt instrumental variables strategies to address the possible endogeneity of migration. The results show that migrants contribute to the productivity of the sectors in which they are employed, but with important differences: highly‐educated migrants show a larger positive effect in high‐tech sectors, and to a lesser extent in services sector. The diversity of countries of origin contributes to productivity growth only in the services sectors.

Suggested Citation

  • Claudio Fassio & Sona Kalantaryan & Alessandra Venturini, 2020. "Foreign Human Capital and Total Factor Productivity: A Sectoral Approach," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(3), pages 613-646, September.
  • Handle: RePEc:bla:revinw:v:66:y:2020:i:3:p:613-646
    DOI: 10.1111/roiw.12426
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/roiw.12426
    Download Restriction: no

    File URL: https://libkey.io/10.1111/roiw.12426?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Alexander M. Danzer & Firat Yaman, 2013. "Do Ethnic Enclaves Impede Immigrants' Integration? Evidence from a Quasi-experimental Social-interaction Approach," Review of International Economics, Wiley Blackwell, vol. 21(2), pages 311-325, May.
    2. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters,in: The Economics of International Migration, chapter 3, pages 81-115 World Scientific Publishing Co. Pte. Ltd..
    3. Thomas Niebel & Mary O'Mahony & Marianne Saam, 2017. "The Contribution of Intangible Assets to Sectoral Productivity Growth in the EU," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63, pages 49-67, February.
    4. 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.
    5. von Hippel, Eric, 1976. "The dominant role of users in the scientific instrument innovation process," Research Policy, Elsevier, vol. 5(3), pages 212-239, July.
    6. Fulvio Castellacci, 2010. "Structural Change And The Growth Of Industrial Sectors: Empirical Test Of A Gpt Model," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(3), pages 449-482, September.
    7. Francesc Ortega & Giovanni Peri, 2016. "Openness and income: The roles of trade and migration," World Scientific Book Chapters, in: The Economics of International Migration, chapter 10, pages 309-329, World Scientific Publishing Co. Pte. Ltd..
    8. Fassio, Claudio & Montobbio, Fabio & Venturini, Alessandra, 2019. "Skilled migration and innovation in European industries," Research Policy, Elsevier, vol. 48(3), pages 706-718.
    9. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    10. Edward P. Lazear, 1999. "Culture and Language," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages 95-126, December.
    11. Feldman, Maryann P. & Audretsch, David B., 1999. "Innovation in cities:: Science-based diversity, specialization and localized competition," European Economic Review, Elsevier, vol. 43(2), pages 409-429, February.
    12. Stefano Breschi & Francesco Lissoni & Gianluca Tarasconi, 2014. "Inventor Data for Research on Migration and Innovation: A Survey and a Pilot," WIPO Economic Research Working Papers 17, World Intellectual Property Organization - Economics and Statistics Division.
    13. Mary O'Mahony & Marcel P. Timmer, 2009. "Output, Input and Productivity Measures at the Industry Level: The EU KLEMS Database," Economic Journal, Royal Economic Society, vol. 119(538), pages 374-403, June.
    14. 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.
    15. Giovanni Peri, 2016. "The Effect Of Immigration On Productivity: Evidence From U.S. States," World Scientific Book Chapters, in: The Economics of International Migration, chapter 8, pages 265-275, World Scientific Publishing Co. Pte. Ltd..
    16. Iranzo, Susana & Peri, Giovanni, 2009. "Migration and trade: Theory with an application to the Eastern-Western European integration," Journal of International Economics, Elsevier, vol. 79(1), pages 1-19, September.
    17. Abdurrahman Aydemir & George J. Borjas, 2011. "Attenuation Bias in Measuring the Wage Impact of Immigration," Journal of Labor Economics, University of Chicago Press, vol. 29(1), pages 69-113, January.
    18. Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
    19. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    20. Dolado, Juan J & Goria, Alessandra & Ichino, Andrea, 1994. "Immigration, Human Capital and Growth in the Host Country: Evidence from Pooled Country Data," Journal of Population Economics, Springer;European Society for Population Economics, vol. 7(2), pages 193-215.
    21. Peter Nijkamp & Jacques Poot & Mediha Sahin (ed.), 2012. "Migration Impact Assessment," Books, Edward Elgar Publishing, number 14476.
    22. Ager, Philipp & Brückner, Markus, 2013. "Cultural diversity and economic growth: Evidence from the US during the age of mass migration," European Economic Review, Elsevier, vol. 64(C), pages 76-97.
    23. Benjamin F. Jones, 2010. "Age and Great Invention," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 1-14, February.
    24. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    25. 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.
    26. Dany Bahar & Hillel Rapoport, 2018. "Migration, Knowledge Diffusion and the Comparative Advantage of Nations," Economic Journal, Royal Economic Society, vol. 128(612), pages 273-305, July.
    27. Alberto Alesina & Eliana La Ferrara, 2003. "Ethnic Diversity and Economic Performance," Harvard Institute of Economic Research Working Papers 2028, Harvard - Institute of Economic Research.
    28. Bruce Tether, 2005. "Do Services Innovate (Differently)? Insights from the European Innobarometer Survey," Industry and Innovation, Taylor & Francis Journals, vol. 12(2), pages 153-184.
    29. Torben Schubert & Martin Andersson, 2015. "Old is gold? The effects of employee age on innovation and the moderating effects of employment turnover," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(1-2), pages 95-113, March.
    30. Santamara, Llus & Nieto, Mara Jess & Barge-Gil, Andrs, 2009. "Beyond formal R&D: Taking advantage of other sources of innovation in low- and medium-technology industries," Research Policy, Elsevier, vol. 38(3), pages 507-517, April.
    31. M Daniele Paserman, 2013. "Do high-skill immigrants raise productivity? Evidence from Israeli manufacturing firms, 1990-1999," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-31, December.
    32. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, November.
    33. Ceren Ozgen & Peter Nijkamp & Jacques Poot, 2012. "Immigration and innovation in European regions," Chapters, in: Peter Nijkamp & Jacques Poot & Mediha Sahin (ed.), Migration Impact Assessment, chapter 8, pages 261-298, Edward Elgar Publishing.
    34. Oliver Himmler & Robert Jäckle, 2018. "Literacy and the Migrant–Native Wage Gap," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(3), pages 592-625, September.
    35. Lu Hong & Scott E. Page, 1998. "Diversity and Optimality," Research in Economics 98-08-077e, Santa Fe Institute.
    36. Iranzo, Susana & Peri, Giovanni, 2009. "Migration and trade: Theory with an application to the Eastern-Western European integration," Journal of International Economics, Elsevier, vol. 79(1), pages 1-19, September.
    37. Luisa Gagliardi, 2015. "Does skilled migration foster innovative performance? Evidence from British local areas," Papers in Regional Science, Wiley Blackwell, vol. 94(4), pages 773-794, November.
    38. Wen Chen, 2018. "Cross‐Country Income Differences Revisited: Accounting for the Role of Intangible Capital," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(3), pages 626-648, September.
    39. Francesco D'Amuri & Giovanni Peri, 2016. "Immigration, Jobs, And Employment Protection: Evidence From Europe Before And During The Great Recession," World Scientific Book Chapters, in: The Economics of International Migration, chapter 5, pages 153-185, World Scientific Publishing Co. Pte. Ltd..
    40. Boeri, Tito & Brucker, Herbert & Docquier, Frederic & Rapoport, Hillel (ed.), 2012. "Brain Drain and Brain Gain: The Global Competition to Attract High-Skilled Migrants," OUP Catalogue, Oxford University Press, number 9780199654826.
    41. Jochen Hartwig, 2011. "Testing The Baumol–Nordhaus Model With Eu Klems Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(3), pages 471-489, September.
    42. Robert Inklaar & Mary O'Mahony & Marcel Timmer, 2005. "ICT AND EUROPE's PRODUCTIVITY PERFORMANCE: INDUSTRY‐LEVEL GROWTH ACCOUNT COMPARISONS WITH THE UNITED STATES," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(4), pages 505-536, December.
    43. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters, in: The Economics of International Migration, chapter 3, pages 81-115, World Scientific Publishing Co. Pte. Ltd..
    44. Steinar Strøm & Daniela Piazzalunga & Alessandra Venturini & Claudia Villosio, 2018. "Wage assimilation of immigrants and internal migrants: the role of linguistic distance," Regional Studies, Taylor & Francis Journals, vol. 52(10), pages 1423-1434, October.
    45. Dirk Dohse & Robert Gold, 2014. "Determining the Impact of Cultural Diversity on Regional Economies in Europe. WWWforEurope Working Paper No. 58," WIFO Studies, WIFO, number 47204.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Martin Guzi & Martin Kahanec & Lucia Mýtna Kureková, 2022. "The Impact of Immigration and Integration Policies On Immigrant-Native Labor Market Hierarchies," MUNI ECON Working Papers 2022-12, Masaryk University, revised Feb 2023.
    2. 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.
    3. Chivu, Luminița & Georgescu, George, 2020. "Vulnerabilități ale pieței muncii din România sub impactul COVID-19 [Labor market vulnerabilities under the COVID-19 impact in Romania]," MPRA Paper 101676, University Library of Munich, Germany.
    4. Usman Khalid & Mohammad Amin, 2023. "The impact of ethnic fractionalisation on labor productivity: Does firm size matter?," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(7), pages 2213-2249, October.
    5. Sandro Rondinella & Damiano B. Silipo, 2023. "The effects of chronic migraine on labour productivity: Evidence from Italy," LABOUR, CEIS, vol. 37(1), pages 1-32, March.
    6. Chivu, Luminita & Georgescu, George & Bratiloveanu, Alina & Bancescu, Irina, 2020. "Under Pressure: Romania`s Labour Market Review. Landmarks of Labour Shortages," Working Papers of National Institute for Economic Research 200325, Institutul National de Cercetari Economice (INCE).
    7. Rémi Odry, 2020. "Academic Convergence and Migration: the effect of the BolognaProcess on European Mobility," EconomiX Working Papers 2020-24, University of Paris Nanterre, EconomiX.
    8. Lee, Chien-Chiang & He, Zhi-Wen & Yuan, Zihao, 2023. "A pathway to sustainable development: Digitization and green productivity," Energy Economics, Elsevier, vol. 124(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Alessandra Venturini & Claudio Fassio & Sona Kalantaryan, 2015. "Human Resources and Innovation: Total Factor Productivity and Foreign Human Capital," Discussion Papers 29, Central European Labour Studies Institute (CELSI).
    2. 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.
    3. Thomas Kemeny, 2013. "Immigrant Diversity and Economic Development in Cities: A Critical Review," SERC Discussion Papers 0149, Centre for Economic Performance, LSE.
    4. Marcus H. Böhme & Sarah Kups, 2017. "The economic effects of labour immigration in developing countries: A literature review," OECD Development Centre Working Papers 335, OECD Publishing.
    5. Alessandra Venturini & Claudio Fassio & Fabio Montobbio, 2015. "How do Native and Migrant Workers Contribute to Innovation? A Study on France, Germany and the UK," Discussion Papers 30, Central European Labour Studies Institute (CELSI).
    6. 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.
    7. Fassio, Claudio & Montobbio, Fabio & Venturini, Alessandra, 2015. "How Do Native and Migrant Workers Contribute to Innovation?," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201520, University of Turin.
    8. Jens Ruhose, 2015. "Microeconometric Analyses on Economic Consequences of Selective Migration," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 61.
    9. Claudio Fassio & Alessandra Venturini, 2015. "Do native and migrant workers contribute to innovation? Patents dynamic in France, Germany and the UK," RSCAS Working Papers 2015/41, European University Institute.
    10. Nathan, Max, 2013. "The Wider Economic Impacts of High-Skilled Migrants: A Survey of the Literature," IZA Discussion Papers 7653, Institute of Labor Economics (IZA).
    11. Chasapopoulos, Panagiotis, 2018. "The impact of international immigration and cultural diversity on economic performance, public attitudes and political outcomes in European regions," Other publications TiSEM d4a10f2a-c1a2-4edd-9887-2, Tilburg University, School of Economics and Management.
    12. Lewis, Ethan & Peri, Giovanni, 2015. "Immigration and the Economy of Cities and Regions," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 625-685, Elsevier.
    13. Adam Levai & Riccardo Turati, 2021. "The Impact of Immigration on Workers’ Protection," LIDAM Discussion Papers IRES 2021021, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES), revised 07 Sep 2021.
    14. Ottaviano, Gianmarco I.P. & Peri, Giovanni & Wright, Greg C., 2018. "Immigration, trade and productivity in services: Evidence from U.K. firms," Journal of International Economics, Elsevier, vol. 112(C), pages 88-108.
    15. Caviggioli, Federico & Jensen, Paul & Scellato, Giuseppe, 2020. "Highly skilled migrants and technological diversification in the US and Europe," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    16. Ferrucci, Edoardo & Lissoni, Francesco, 2019. "Foreign inventors in Europe and the United States: Diversity and Patent Quality," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    17. Nathan, Max, 2013. "The Wider Economic Impacts of High-Skilled Migrants: A Survey of the Literature," IZA Discussion Papers 7653, Institute of Labor Economics (IZA).
    18. Stephan Brunow & Bastian Stockinger, 2013. "Establishments' and Regions' Cultural Diversity as a Source of Innovation: Evidence from Germany," Norface Discussion Paper Series 2013022, Norface Research Programme on Migration, Department of Economics, University College London.
    19. Massimiliano Bratti & Chiara Conti, 2014. "The Effect of (Mostly Unskilled) Immigration on the Innovation of Italian Regions," ERSA conference papers ersa14p485, European Regional Science Association.
    20. Fassio, Claudio & Montobbio, Fabio & Venturini, Alessandra, 2019. "Skilled migration and innovation in European industries," Research Policy, Elsevier, vol. 48(3), pages 706-718.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:revinw:v:66:y:2020:i:3:p:613-646. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/iariwea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.