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Global flows and rates of international migration of scholars

Author

Listed:
  • Aliakbar Akbaritabar

    (Max Planck Institute for Demographic Research, Rostock, Germany)

  • Tom Theile

    (Max Planck Institute for Demographic Research, Rostock, Germany)

  • Emilio Zagheni

    (Max Planck Institute for Demographic Research, Rostock, Germany)

Abstract

Lack of reliable and comprehensive migration data is one of the major reasons that prevents advancements in our understanding of the causes and consequences of migration processes, including for specific groups like high-skilled migrants. We leverage large-scale bibliometric data from Scopus and OpenAlex to trace the global movements of a specific group of innovators: scholars. We developed pre-processing steps and offered best practices for the measurement and identification of migration events from bibliometric data. Our results show a high level of correlation between the count of scholars in Scopus and OpenAlex for most countries. While the magnitude of observed migration events in OpenAlex is larger than in Scopus, the bilateral flows among top pairs of origin and destination countries are consistent in the two databases. Even though OpenAlex has a higher coverage of non-Western countries, the highest correlations with Scopus are observed in Western countries. We share our aggregated estimates of international migration rates, and bilateral flows, at the country level, and expect that our estimates will enable researchers to improve our understanding of the causes and consequences of migration of scholars, and to forecast the future mobility of global academic talent.

Suggested Citation

  • Aliakbar Akbaritabar & Tom Theile & Emilio Zagheni, 2023. "Global flows and rates of international migration of scholars," MPIDR Working Papers WP-2023-018, Max Planck Institute for Demographic Research, Rostock, Germany.
  • Handle: RePEc:dem:wpaper:wp-2023-018
    DOI: 10.4054/MPIDR-WP-2023-018
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    References listed on IDEAS

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    1. Henk F. Moed & Gali Halevi, 2014. "A bibliometric approach to tracking international scientific migration," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(3), pages 1987-2001, December.
    2. Henk F. Moed & M’hamed Aisati & Andrew Plume, 2013. "Studying scientific migration in Scopus," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 929-942, March.
    3. Alexander, Monica & Zagheni, Emilio & Polimis, Kivan, 2019. "The impact of Hurricane Maria on out-migration from Puerto Rico: Evidence from Facebook data," SocArXiv 39s6c, Center for Open Science.
    4. Alexander Subbotin & Samin Aref, 2021. "Brain drain and brain gain in Russia: Analyzing international migration of researchers by discipline using Scopus bibliometric data 1996–2020," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(9), pages 7875-7900, September.
    5. Torsten Wiesel, 2014. "Fellowships: Turning brain drain into brain circulation," Nature, Nature, vol. 510(7504), pages 213-214, June.
    6. Cassidy R. Sugimoto & Nicolas Robinson-Garcia & Dakota S. Murray & Alfredo Yegros-Yegros & Rodrigo Costas & Vincent Larivière, 2017. "Scientists have most impact when they're free to move," Nature, Nature, vol. 550(7674), pages 29-31, October.
    7. Asli Ebru Şanlitürk & Samin Aref & Emilio Zagheni & Francesco C. Billari, 2022. "Homecoming after Brexit: evidence on academic migration from bibliometric data," MPIDR Working Papers WP-2022-019, Max Planck Institute for Demographic Research, Rostock, Germany.
    8. Monica Alexander & Kivan Polimis & Emilio Zagheni, 2019. "The Impact of Hurricane Maria on Out‐migration from Puerto Rico: Evidence from Facebook Data," Population and Development Review, The Population Council, Inc., vol. 45(3), pages 617-630, September.
    9. Grit Laudel, 2003. "Studying the brain drain: Can bibliometric methods help?," Scientometrics, Springer;Akadémiai Kiadó, vol. 57(2), pages 215-237, June.
    10. Robinson-Garcia, Nicolás & Sugimoto, Cassidy R. & Murray, Dakota & Yegros-Yegros, Alfredo & Larivière, Vincent & Costas, Rodrigo, 2019. "The many faces of mobility: Using bibliometric data to measure the movement of scientists," Journal of Informetrics, Elsevier, vol. 13(1), pages 50-63.
    11. M. Bell & M. Blake & P. Boyle & O. Duke‐Williams & P. Rees & J. Stillwell & G. Hugo, 2002. "Cross‐national comparison of internal migration: issues and measures," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(3), pages 435-464, October.
    12. Aliakbar Akbaritabar & Vincent Antonio Traag & Alberto Caimo & Flaminio Squazzoni, 2020. "Italian sociologists: a community of disconnected groups," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(3), pages 2361-2382, September.
    13. Aparna Basu, 2013. "Some differences in research publications of Indian scientists in India and the diaspora, 1986–2010," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 1007-1019, March.
    14. Grant Lewison & Sameer Kumar & Chan-Yuan Wong & Philip Roe & Richard Webber, 2016. "The contribution of ethnic groups to Malaysian scientific output, 1982–2014, and the effects of the new economic policy," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(3), pages 1877-1893, December.
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    Cited by:

    1. Aliakbar Akbaritabar & Maciej J. Dańko & Xinyi Zhao & Emilio Zagheni, 2023. "Sub-national disparities in the global mobility of academic talent," MPIDR Working Papers WP-2023-038, Max Planck Institute for Demographic Research, Rostock, Germany.
    2. Aliakbar Akbaritabar & Andrés F. Castro Torres & Vincent Larivière, 2023. "A global perspective on the social structure of science," MPIDR Working Papers WP-2023-029, Max Planck Institute for Demographic Research, Rostock, Germany.

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    More about this item

    Keywords

    Europe; World; international migration; migration; migration flow;
    All these keywords.

    JEL classification:

    • J1 - Labor and Demographic Economics - - Demographic Economics
    • Z0 - Other Special Topics - - General

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