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International Migration Projections across Skill Levels in the Shared Socioeconomic Pathways

Author

Listed:
  • Soheil Shayegh

    (RFF-CMCC European Institute on Economics and the Environment (EIEE), Centro Euro-Mediterraneo sui Cambiamenti Climatici, 20144 Milan, Italy)

  • Johannes Emmerling

    (RFF-CMCC European Institute on Economics and the Environment (EIEE), Centro Euro-Mediterraneo sui Cambiamenti Climatici, 20144 Milan, Italy)

  • Massimo Tavoni

    (RFF-CMCC European Institute on Economics and the Environment (EIEE), Centro Euro-Mediterraneo sui Cambiamenti Climatici, 20144 Milan, Italy
    Department of Management, Economics and Industrial Engineering, Politecnico di Milano, 20156 Milan, Italy)

Abstract

International migration is closely tied to demographic, socioeconomic, and environmental factors and their interaction with migration policies. Using a combination of a gravity econometric model and an overlapping generations model, we estimate the probability of bilateral migration among 160 countries in the period of 1960 to 2000 and use these findings to project international migration flows and their implications for income inequality within and between countries in the 21st century under five shared socioeconomic pathways (SSPs). Our results show that international migration increases welfare in developing countries, and closes the inequality gap both within and between low-skilled and high-skilled labor in these countries as well. In most developed countries, on the contrary, international migration increases the inequality gap and slightly reduces output. These changes are not uniform, and vary significantly across countries depending on their population growth and human capital development trajectories. Overall, while migration is strongly affected by inequality between developed and developing countries, it has an ambiguous impact on inequality within and between countries.

Suggested Citation

  • Soheil Shayegh & Johannes Emmerling & Massimo Tavoni, 2022. "International Migration Projections across Skill Levels in the Shared Socioeconomic Pathways," Sustainability, MDPI, vol. 14(8), pages 1-33, April.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:8:p:4757-:d:795035
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    1. Gianmarco I. P. Ottaviano & Giovanni Peri, 2021. "Rethinking The Effect Of Immigration On Wages," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 9, pages 245-290, World Scientific Publishing Co. Pte. Ltd..
    2. Jonathan Azose & Adrian Raftery, 2015. "Bayesian Probabilistic Projection of International Migration," Demography, Springer;Population Association of America (PAA), vol. 52(5), pages 1627-1650, October.
    3. Marco Delogu & Frédéric Docquier & Joël Machado, 2018. "Globalizing labor and the world economy: the role of human capital," Journal of Economic Growth, Springer, vol. 23(2), pages 223-258, June.
    4. Adams, Richard Jr. & Page, John, 2005. "Do international migration and remittances reduce poverty in developing countries?," World Development, Elsevier, vol. 33(10), pages 1645-1669, October.
    5. Hein de Haas & Mathias Czaika & Marie‐Laurence Flahaux & Edo Mahendra & Katharina Natter & Simona Vezzoli & María Villares‐Varela, 2019. "International Migration: Trends, Determinants, and Policy Effects," Population and Development Review, The Population Council, Inc., vol. 45(4), pages 885-922, December.
    6. Cai, Ruohong & Feng, Shuaizhang & Oppenheimer, Michael & Pytlikova, Mariola, 2016. "Climate variability and international migration: The importance of the agricultural linkage," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 135-151.
    7. Gregory Casey & Soheil Shayegh & Juan Moreno-Cruz & Martin Bunzl & Oded Galor & Ken Caldeira, 2019. "The Impact of Climate Change on Fertility," Working Papers 2019-2, Brown University, Department of Economics.
    8. Biavaschi, Costanza & Burzyński, Michał & Elsner, Benjamin & Machado, Joël, 2020. "Taking the skill bias out of global migration," Journal of Development Economics, Elsevier, vol. 142(C).
    9. Desmet, Klaus & Rossi-Hansberg, Esteban, 2015. "On the spatial economic impact of global warming," Journal of Urban Economics, Elsevier, vol. 88(C), pages 16-37.
    10. Francesc Ortega & Giovanni Peri, 2009. "The Causes and Effects of International Migrations: Evidence from OECD Countries 1980-2005," NBER Working Papers 14833, National Bureau of Economic Research, Inc.
    11. Thu Hien Dao & Frédéric Docquier & Mathilde Maurel & Pierre Schaus, 2021. "Global migration in the twentieth and twenty-first centuries: the unstoppable force of demography," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(2), pages 417-449, May.
    12. Frédéric Docquier & Joël Machado, 2017. "Income disparities, population and migration flows over the 21st century," Development Working Papers 421, Centro Studi Luca d'Agliano, University of Milano.
    13. Oded Galor, 2011. "Unified Growth Theory and Comparative Development," Rivista di Politica Economica, SIPI Spa, issue 2, pages 9-21, April-Jun.
    14. Michał Burzyński & Christoph Deuster & Frédéric Docquier & Jaime de Melo, 2022. "Climate Change, Inequality, and Human Migration," Journal of the European Economic Association, European Economic Association, vol. 20(3), pages 1145-1197.
    15. Julian Giovanni & Andrei A. Levchenko & Francesc Ortega, 2015. "A Global View Of Cross-Border Migration," Journal of the European Economic Association, European Economic Association, vol. 13(1), pages 168-202, February.
    16. repec:oup:qjecon:v:129:y:2014:i:2:p:939-993. is not listed on IDEAS
    17. Burzynski, Michal & Deuster, Christoph & Docquier, Frédéric, 2020. "Geography of skills and global inequality," Journal of Development Economics, Elsevier, vol. 142(C).
    18. Anna Mayda, 2010. "International migration: a panel data analysis of the determinants of bilateral flows," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(4), pages 1249-1274, September.
    19. John Kennan & James R. Walker, 2011. "The Effect of Expected Income on Individual Migration Decisions," Econometrica, Econometric Society, vol. 79(1), pages 211-251, January.
    20. 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.
    21. Frédéric Docquier & Giovanni Peri & Ilse Ruyssen, 2016. "The Cross-country Determinants of Potential and Actual Migration," World Scientific Book Chapters, in: The Economics of International Migration, chapter 12, pages 361-423, World Scientific Publishing Co. Pte. Ltd..
    22. Francesc Ortega & Giovanni Peri, 2009. "The Causes and Effects of International Migrations: Evidence from OECD Countries 1980-2005," NBER Working Papers 14833, National Bureau of Economic Research, Inc.
    23. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    24. David Zilberman & Xuemei Liu & David Roland-Holst & David Sunding, 2004. "The economics of climate change in agriculture," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 9(4), pages 365-382, October.
    25. Michel Beine & Christopher Parsons, 2015. "Climatic Factors as Determinants of International Migration," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(2), pages 723-767, April.
    26. Brian O’Neill & Elmar Kriegler & Keywan Riahi & Kristie Ebi & Stephane Hallegatte & Timothy Carter & Ritu Mathur & Detlef Vuuren, 2014. "A new scenario framework for climate change research: the concept of shared socioeconomic pathways," Climatic Change, Springer, vol. 122(3), pages 387-400, February.
    27. Clark Gray & Erika Wise, 2016. "Country-specific effects of climate variability on human migration," Climatic Change, Springer, vol. 135(3), pages 555-568, April.
    28. Frederick Solt, 2016. "The Standardized World Income Inequality Database," Social Science Quarterly, Southwestern Social Science Association, vol. 97(5), pages 1267-1281, November.
    29. Abdurrahman Aydemir & George J. Borjas, 2007. "Cross-Country Variation in the Impact of International Migration: Canada, Mexico, and the United States," Journal of the European Economic Association, MIT Press, vol. 5(4), pages 663-708, June.
    30. Ortega, Francesc & Peri, Giovanni, 2009. "The Causes and Effects of International Labor Mobility: Evidence from OECD Countries 1980-2005," MPRA Paper 19183, University Library of Munich, Germany.
    31. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    32. Joeri Rogelj & Malte Meinshausen & Reto Knutti, 2012. "Global warming under old and new scenarios using IPCC climate sensitivity range estimates," Nature Climate Change, Nature, vol. 2(4), pages 248-253, April.
    33. Guy Abel, 2013. "Estimating global migration flow tables using place of birth data," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 28(18), pages 505-546.
    34. Soheil Shayegh, 2017. "Outward migration may alter population dynamics and income inequality," Nature Climate Change, Nature, vol. 7(11), pages 828-832, November.
    35. Oded Galor, 2011. "Unified Growth Theory," Economics Books, Princeton University Press, edition 1, number 9477.
    36. Coniglio, Nicola D. & Pesce, Giovanni, 2015. "Climate variability and international migration: an empirical analysis," Environment and Development Economics, Cambridge University Press, vol. 20(4), pages 434-468, August.
    37. Gerald C. Nelson & Dominique Mensbrugghe & Helal Ahammad & Elodie Blanc & Katherine Calvin & Tomoko Hasegawa & Petr Havlik & Edwina Heyhoe & Page Kyle & Hermann Lotze-Campen & Martin Lampe & Daniel Ma, 2014. "Agriculture and climate change in global scenarios: why don't the models agree," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 85-101, January.
    38. Docquier Frédéric, 2018. "Long-Term Trends in International Migration: Lessons from Macroeconomic Model," Economics and Business Review, Sciendo, vol. 4(1), pages 3-15, April.
    39. Douglas Gollin & David Lagakos & Michael E. Waugh, 2014. "The Agricultural Productivity Gap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 939-993.
    40. Hélène Benveniste & Jesús Crespo Cuaresma & Matthew Gidden & Raya Muttarak, 2021. "Tracing international migration in projections of income and inequality across the Shared Socioeconomic Pathways," Climatic Change, Springer, vol. 166(3), pages 1-22, June.
    41. Frédéric Docquier & Joël Machado, 2017. "Income Disparities, Population and Migration Flows Over the Twenty First Century," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 3(2), pages 125-149, July.
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    1. Tongzheng Pu & Chongxing Huang & Jingjing Yang & Ming Huang, 2023. "Transcending Time and Space: Survey Methods, Uncertainty, and Development in Human Migration Prediction," Sustainability, MDPI, vol. 15(13), pages 1-23, July.
    2. Hélène Benveniste & Michael Oppenheimer & Marc Fleurbaey, 2022. "Climate change increases resource-constrained international immobility," Nature Climate Change, Nature, vol. 12(7), pages 634-641, July.

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