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Spatial perspective on environmental migration: Empirical insights from a spatiotemporal approach in the United States, 1970–2010

Author

Listed:
  • Shuai Zhou

    (University of South Alabama)

  • Guangqing Chi

    (Indiana University)

  • Chuan Liao

    (Cornell University)

Abstract

Background: Despite the growth of environmental migration studies in recent decades, spatial analyses examining the impact of climate variability on migration within the United States at a finer geographical scale remain limited. Objective: This study aims to investigate the environmental aspects of migration and explore the heterogeneous impacts of the environment on age- and place-specific migration patterns at the county level in the United States using spatial methods. Methods: We employed spatial techniques to investigate the impacts of temperature and precipitation variability on county-level net migration rates (NMRs) across age groups and rural/urban counties in the United States. Results: As temperature anomalies increase, nonmetropolitan counties experience a greater decline in NMRs compared to metropolitan counties, indicating that nonmetropolitan areas may be more sensitive to rising temperatures in terms of population change. The age-specific models revealed distinct migration patterns among working-age and older adults, with the NMRs of working-age adults showing a decreasing trend as temperature anomalies increase. In contrast, the NMRs of older adults show an increasing trend primarily in counties with historically cool climates. Conclusions: This study reveals that environmental factors, particularly temperature anomalies, influence migration patterns in the United States, with older adults exhibiting greater net migration in warmer and rural counties while working-age adults experience less net migration as temperature anomalies increase. Contribution: This study contributes to the environmental migration literature by employing spatial analysis to explore heterogeneous environmental impacts across age groups and locations in the United States at a finer geographic scale.

Suggested Citation

  • Shuai Zhou & Guangqing Chi & Chuan Liao, 2026. "Spatial perspective on environmental migration: Empirical insights from a spatiotemporal approach in the United States, 1970–2010," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 54(27), pages 835-876.
  • Handle: RePEc:dem:demres:v:54:y:2026:i:27
    DOI: 10.4054/DemRes.2026.54.27
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    References listed on IDEAS

    as
    1. Michel BEINE & Lionel JEUSETTE, 2021. "A Meta-analysis of the Literature on Climate Change and Migration," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 87(3), pages 293-344, September.
    2. Guangqing Chi & David Marcouiller, 2013. "Natural amenities and their effects on migration along the urban–rural continuum," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(3), pages 861-883, June.
    3. Katrin Millock, 2015. "Migration and Environment," Annual Review of Resource Economics, Annual Reviews, vol. 7(1), pages 35-60, October.
    4. Mathew E. Hauer & Steven R. Holloway & Takashi Oda, 2020. "Evacuees and Migrants Exhibit Different Migration Systems After the Great East Japan Earthquake and Tsunami," Demography, Springer;Population Association of America (PAA), vol. 57(4), pages 1437-1457, August.
    5. Yong Chen & Myungjin Kim & Sultana Fouzia, 2024. "Climate-related disaster exposure and regional migration," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(2), pages 795-824, August.
    6. Todaro, Michael P, 1969. "A Model for Labor Migration and Urban Unemployment in Less Developed Countries," American Economic Review, American Economic Association, vol. 59(1), pages 138-148, March.
    7. Shuai Zhou & Guangqing Chi, 2024. "How do environmental stressors influence migration? A meta-regression analysis of environmental migration literature," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 50(2), pages 41-100.
    8. K. Shuvo Bakar & Huidong Jin, 2018. "Spatio-temporal quantitative links between climatic extremes and population flows: a case study in the Murray-Darling Basin, Australia," Climatic Change, Springer, vol. 148(1), pages 139-153, May.
    9. Lori M. Hunter & Sheena Murray & Fernando Riosmena, 2013. "Rainfall Patterns and U.S. Migration from Rural Mexico," International Migration Review, Wiley Blackwell, vol. 47(4), pages 874-909, December.
    10. Brian Thiede & David Brown, 2013. "Hurricane Katrina: Who Stayed and Why?," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 32(6), pages 803-824, December.
    11. Luc Anselin & Sanjeev Sridharan & Susan Gholston, 2007. "Using Exploratory Spatial Data Analysis to Leverage Social Indicator Databases: The Discovery of Interesting Patterns," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 82(2), pages 287-309, June.
    12. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2009. "Temperature and Income: Reconciling New Cross-Sectional and Panel Estimates," American Economic Review, American Economic Association, vol. 99(2), pages 198-204, May.
    13. Shuaizhang Feng & Michael Oppenheimer & Wolfram Schlenker, 2012. "Climate Change, Crop Yields, and Internal Migration in the United States," NBER Working Papers 17734, National Bureau of Economic Research, Inc.
    14. Everett Lee, 1966. "A theory of migration," Demography, Springer;Population Association of America (PAA), vol. 3(1), pages 47-57, March.
    15. Parag Mahajan & Dean Yang, 2020. "Taken by Storm: Hurricanes, Migrant Networks, and US Immigration," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 250-277, April.
    16. Blake Sisk & Carl Bankston, 2014. "Hurricane Katrina, a Construction Boom, and a New Labor Force: Latino Immigrants and the New Orleans Construction Industry, 2000 and 2006–2010," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 33(3), pages 309-334, June.
    17. Aaron M. McCright & Riley E. Dunlap & Chenyang Xiao, 2014. "The impacts of temperature anomalies and political orientation on perceived winter warming," Nature Climate Change, Nature, vol. 4(12), pages 1077-1081, December.
    18. Kenneth Johnson & Paul Voss & Roger Hammer & Glenn Fuguitt & Scott Mcniven, 2005. "Temporal and spatial variation in age-specific net migration in the United States," Demography, Springer;Population Association of America (PAA), vol. 42(4), pages 791-812, November.
    19. Katrin Millock, 2015. "Migration and Environment," Post-Print halshs-01302611, HAL.
    20. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    21. Chi, Guangqing & Marcouiller, David W., 2012. "Recreational Homes and Migration to Remote Amenity-Rich Areas," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 42(01), pages 1-14.
    22. Daniela Ghio & Anne Goujon & Fabrizio Natale, 2022. "Assessing the demographic impact of migration on the working-age population across European territories," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 46(9), pages 261-272.
    23. Katrin Millock, 2015. "Migration and Environment," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01302611, HAL.
    24. Tobias Müller, 2003. "Migration Policy in a Small Open Economy with a Dual Labor Market," Review of International Economics, Wiley Blackwell, vol. 11(1), pages 130-143, February.
    25. David J. Kaczan & Jennifer Orgill-Meyer, 2020. "The impact of climate change on migration: a synthesis of recent empirical insights," Climatic Change, Springer, vol. 158(3), pages 281-300, February.
    26. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    27. repec:sae:mrxval:v:57:y:2023:i:1:p:5-35 is not listed on IDEAS
    28. Katrin Millock, 2015. "Migration and Environment," PSE-Ecole d'économie de Paris (Postprint) halshs-01302611, HAL.
    29. Paul Voss & David Long & Roger Hammer & Samantha Friedman, 2006. "County child poverty rates in the US: a spatial regression approach," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 25(4), pages 369-391, August.
    30. Robert A. McLeman & Lori M. Hunter, 2010. "Migration in the context of vulnerability and adaptation to climate change: insights from analogues," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 1(3), pages 450-461, May.
    31. Johnson, Kenneth M. & Beale, Calvin L., 2002. "Nonmetro Recreation Counties Their Identification and Rapid Growth," Rural America/ Rural Development Perspectives, United States Department of Agriculture, Economic Research Service, vol. 17(4), December.
    32. repec:sae:mrxval:v:47:y:2013:i:4:p:874-909 is not listed on IDEAS
    33. Katherine Curtis & Elizabeth Fussell & Jack DeWaard, 2015. "Recovery Migration After Hurricanes Katrina and Rita: Spatial Concentration and Intensification in the Migration System," Demography, Springer;Population Association of America (PAA), vol. 52(4), pages 1269-1293, August.
    34. Robert Emberson & Dalia Kirschbaum & Thomas Stanley, 2021. "Global connections between El Nino and landslide impacts," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    35. 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.
    36. Kenneth M. Johnson & Daniel T. Lichter, 2020. "Metropolitan Reclassification and the Urbanization of Rural America," Demography, Springer;Population Association of America (PAA), vol. 57(5), pages 1929-1950, October.
    37. repec:sae:mrxval:v:54:y:2020:i:2:p:328-355 is not listed on IDEAS
    38. repec:hal:pseose:halshs-01302611 is not listed on IDEAS
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    • J1 - Labor and Demographic Economics - - Demographic Economics
    • Z0 - Other Special Topics - - General

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