IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-62969-3.html
   My bibliography  Save this article

Global climate migration is a story of who and not just how many

Author

Listed:
  • Hélène Benveniste

    (Harvard University
    Harvard University
    Stanford University)

  • Peter Huybers

    (Harvard University)

  • Jonathan Proctor

    (University of British Columbia)

Abstract

Understanding the impact of climate change on human migration is critical for policymakers. Yet climate change can both incentivize people to migrate and reduce their ability to move, making its effect on human migration ambiguous. We propose an approach to studying migration that combines causal inference methods with cross-validation techniques to reliably estimate effects of weather on migration within and across borders. This approach highlights the key role of migrant demographics in the weather-migration relationship. We show that allowing weather effects to differ by age and education improves out-of-sample performance by a factor of five or more compared with a homogeneous effect. Demographic heterogeneity is critical in explaining this discrepancy. Projections based on our empirical estimates indicate that the effects of climate change on future cross-border migration will be an order of magnitude larger for most demographics than the average effect, but differing responses across groups largely offset one another.

Suggested Citation

  • Hélène Benveniste & Peter Huybers & Jonathan Proctor, 2025. "Global climate migration is a story of who and not just how many," Nature Communications, Nature, vol. 16(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-62969-3
    DOI: 10.1038/s41467-025-62969-3
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-62969-3
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-62969-3?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. Tamma Carleton & Amir Jina & Michael Delgado & Michael Greenstone & Trevor Houser & Solomon Hsiang & Andrew Hultgren & Robert E Kopp & Kelly E McCusker & Ishan Nath & James Rising & Ashwin Rode & Hee , 2022. "Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits [Distributive Politics and Economic Growth]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(4), pages 2037-2105.
    2. repec:hal:journl:hal-04465392 is not listed on IDEAS
    3. Michał Burzyński & Frédéric DOCQUIER & Hendrik SCHEEWEL, 2021. "The Geography of Climate Migration," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 87(3), pages 345-381, September.
    4. 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.
    5. Helbling, Marc & Meierrieks, Daniel, 2021. "How climate change leads to emigration: Conditional and long‐run effects," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 25(4), pages 2323-2349.
    6. Katrin Millock, 2015. "Migration and Environment," Annual Review of Resource Economics, Annual Reviews, vol. 7(1), pages 35-60, October.
    7. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    8. 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.
    9. 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.
    10. Cristina Cattaneo & Michel Beine & Christiane J Fröhlich & Dominic Kniveton & Inmaculada Martinez-Zarzoso & Marina Mastrorillo & Katrin Millock & Etienne Piguet & Benjamin Schraven, 2019. "Human Migration in the Era of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(2), pages 189-206.
    11. 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.
    12. 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.
    13. Ingrid Boas & Carol Farbotko & Helen Adams & Harald Sterly & Simon Bush & Kees Geest & Hanne Wiegel & Hasan Ashraf & Andrew Baldwin & Giovanni Bettini & Suzy Blondin & Mirjam Bruijn & David Durand-Del, 2019. "Climate migration myths," Nature Climate Change, Nature, vol. 9(12), pages 901-903, December.
    14. Els BEKEART & Ilse RUYSSEN & Sara SALOMONE, 2021. "Domestic and International Migration Intentions in Response to Environmental Stress: A Global Cross-country Analysis," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 87(3), pages 383-436, September.
    15. Nicolas Choquette-Levy & Matthias Wildemeersch & Michael Oppenheimer & Simon A. Levin, 2021. "Risk transfer policies and climate-induced immobility among smallholder farmers," Nature Climate Change, Nature, vol. 11(12), pages 1046-1054, December.
    16. Brian C. Thiede & Heather Randell & Clark Gray, 2022. "The Childhood Origins of Climate‐Induced Mobility and Immobility," Population and Development Review, The Population Council, Inc., vol. 48(3), pages 767-793, September.
    17. Katrin Millock, 2015. "Migration and Environment," Post-Print halshs-01302611, HAL.
    18. Gneiting, Tilmann & Raftery, Adrian E., 2007. "Strictly Proper Scoring Rules, Prediction, and Estimation," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 359-378, March.
    19. Roman Hoffmann & Anna Dimitrova & Raya Muttarak & Jesus Crespo Cuaresma & Jonas Peisker, 2020. "A meta-analysis of country-level studies on environmental change and migration," Nature Climate Change, Nature, vol. 10(10), pages 904-912, October.
    20. Mathilde Maurel & Michele Tuccio, 2016. "Climate Instability, Urbanisation and International Migration," Journal of Development Studies, Taylor & Francis Journals, vol. 52(5), pages 735-752, May.
    21. Michele Ronco & José María Tárraga & Jordi Muñoz & María Piles & Eva Sevillano Marco & Qiang Wang & Maria Teresa Miranda Espinosa & Sylvain Ponserre & Gustau Camps-Valls, 2023. "Exploring interactions between socioeconomic context and natural hazards on human population displacement," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    22. Hélène Benveniste & Michael Oppenheimer & Marc Fleurbaey, 2022. "Climate change increases resource-constrained international immobility," Post-Print halshs-03760476, HAL.
    23. Richard Black & Stephen R. G. Bennett & Sandy M. Thomas & John R. Beddington, 2011. "Migration as adaptation," Nature, Nature, vol. 478(7370), pages 447-449, October.
    24. Cattaneo, Cristina & Peri, Giovanni, 2016. "The migration response to increasing temperatures," Journal of Development Economics, Elsevier, vol. 122(C), pages 127-146.
    25. Marchiori, Luca & Maystadt, Jean-François & Schumacher, Ingmar, 2012. "The impact of weather anomalies on migration in sub-Saharan Africa," Journal of Environmental Economics and Management, Elsevier, vol. 63(3), pages 355-374.
    26. Katrin Millock, 2015. "Migration and Environment," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01302611, HAL.
    27. Katrin Millock, 2015. "Migration and Environment," PSE-Ecole d'économie de Paris (Postprint) halshs-01302611, HAL.
    28. V. Mueller & C. Gray & K. Kosec, 2014. "Heat stress increases long-term human migration in rural Pakistan," Nature Climate Change, Nature, vol. 4(3), pages 182-185, March.
    29. Hélène Benveniste & Michael Oppenheimer & Marc Fleurbaey, 2022. "Climate change increases resource-constrained international immobility," PSE-Ecole d'économie de Paris (Postprint) halshs-03760476, HAL.
    30. repec:cdl:agrebk:qt9r6850k1 is not listed on IDEAS
    31. Fernando Riosmena & Raphael Nawrotzki & Lori Hunter, 2018. "Climate Migration at the Height and End of the Great Mexican Emigration Era," Population and Development Review, The Population Council, Inc., vol. 44(3), pages 455-488, September.
    32. repec:cdl:econwp:qt3g72r0zv is not listed on IDEAS
    33. repec:sae:mrxval:v:54:y:2020:i:2:p:328-355 is not listed on IDEAS
    34. Andrew Hultgren & Tamma Carleton & Michael Delgado & Diana R. Gergel & Michael Greenstone & Trevor Houser & Solomon Hsiang & Amir Jina & Robert E. Kopp & Steven B. Malevich & Kelly E. McCusker & Terin, 2025. "Impacts of climate change on global agriculture accounting for adaptation," Nature, Nature, vol. 642(8068), pages 644-652, June.
    35. repec:hal:pseose:halshs-01302611 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Barbora Šedová & Lucia Čizmaziová & Athene Cook, 2021. "A meta-analysis of climate migration literature," CEPA Discussion Papers 29, Center for Economic Policy Analysis.
    2. Beine, Michel & Jeusette, Lionel, 2021. "A meta-analysis of the literature on climate change and migration," Journal of Demographic Economics, Cambridge University Press, vol. 87(3), pages 293-344, September.
    3. Théo Benonnier & Katrin Millock & Vis Taraz, 2022. "Long-term migration trends and rising temperatures: the role of irrigation," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 11(3), pages 307-330, July.
    4. Els BEKEART & Ilse RUYSSEN & Sara SALOMONE, 2021. "Domestic and International Migration Intentions in Response to Environmental Stress: A Global Cross-country Analysis," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 87(3), pages 383-436, September.
    5. Simone Bertoli & Frédéric Docquier & Hillel Rapoport & Ilse Ruyssen, 2022. "Weather shocks and migration intentions in Western Africa: insights from a multilevel analysis [Do climate variations explain bilateral migration? A gravity model analysis]," Journal of Economic Geography, Oxford University Press, vol. 22(2), pages 289-323.
    6. 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.
    7. Maya Moore & Dennis Wesselbaum, 2023. "Climatic factors as drivers of migration: a review," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 2955-2975, April.
    8. Florent MCISAAC & Daniel BASTIDAS, 2019. "Reaching Brazil's Nationally Determined Contributions: An Assessment of the Key Transitions in Final Demand and Employment," Working Paper 911644f9-625d-496f-8ecf-8, Agence française de développement.
    9. Théo Benonnier & Katrin Millock & Vis Taraz, 2019. "Climate change, migration, and irrigation," PSE Working Papers halshs-02107098, HAL.
    10. Sedova, Barbora & Kalkuhl, Matthias, 2020. "Who are the climate migrants and where do they go? Evidence from rural India," World Development, Elsevier, vol. 129(C).
    11. Miriam Manchin & Alex Newnham & Elena Nikolova, 2025. "Fields and Foreign Lands: Pre-Industrial Climate Risk and International Migration," Development Working Papers 503, Centro Studi Luca d'Agliano, University of Milano.
    12. Michel Beine & Ilan Noy & Christopher Parsons, 2021. "Climate change, migration and voice," Climatic Change, Springer, vol. 167(1), pages 1-27, July.
    13. Yonas Alem & Mathilde Maurel & Katrin Millock, 2016. "Migration as an Adaptation Strategy to Weather Variability: An Instrumental Variables Probit Analysis," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01955941, HAL.
    14. Martínez Flores, Fernanda & Milusheva, Sveta & Reichert, Arndt R. & Reitmann, Ann-Kristin, 2024. "Climate anomalies and international migration: A disaggregated analysis for West Africa," Journal of Environmental Economics and Management, Elsevier, vol. 126(C).
    15. Martinez-Zarzoso, Inmaculada, 2017. "Searching for grouped patterns of heterogeneity in the climate-migration link," University of Göttingen Working Papers in Economics 321, University of Goettingen, Department of Economics.
    16. Charles F Mason, 2017. "Climate Change and Migration: A Dynamic Model," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 421-444.
    17. Beine, Michel & Noy, Ilan & Parsons, Christopher, 2019. "Climate Change, Migration and Voice: An Explanation for the Immobility Paradox," IZA Discussion Papers 12640, Institute of Labor Economics (IZA).
    18. Helbling, Marc & Meierrieks, Daniel, 2021. "How climate change leads to emigration: Conditional and long‐run effects," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 25(4), pages 2323-2349.
    19. Brunel, Claire & Liu, Maggie Y., 2025. "Out of the Frying Pan: Weather shocks and internal migration in Brazil," World Development, Elsevier, vol. 188(C).
    20. Zaveri, Esha D. & Wrenn, Douglas H. & Fisher-Vanden, Karen, . "The impact of water access on short-term migration in rural India," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2).

    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:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-62969-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    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.