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A Meta-Analysis of the Literature on Climate Change and Migration

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  • Michel Beine
  • Lionel Jeusette

Abstract

Recent surveys of the literature on climate change and migration emphasize the important diversity of outcomes and approaches of the empirical studies. In this paper, we conduct a meta-analysis in order to investigate the role of the methodological choices of these empirical studies in finding some particular results concerning the role of climatic factors as drivers of human mobility. We code 45 papers representative of the literature in terms of methodological approaches. This results in the coding of more than 80 variables capturing the methodology of the main dimensions of the analysis. These dimensions include authors’ reputation, type of mobility, measures of mobility, type of data, context of the study, econometric methods and last but not least measures of the climatic factors. We look at the influence of these characteristics on the probability of finding any effect of climate change, of finding a displacement effect, of finding an increase in immobility and of finding evidence in favour of a direct versus an indirect effect. Our results high- light the role of some main methodological choices, such as the frequency of the data on mobility, the level of development, the measures of human mobility and of the climatic factors as well as the econometric methodology.

Suggested Citation

  • Michel Beine & Lionel Jeusette, 2018. "A Meta-Analysis of the Literature on Climate Change and Migration," CESifo Working Paper Series 7417, CESifo.
  • Handle: RePEc:ces:ceswps:_7417
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    1. Leah Platt Boustan & Matthew E. Kahn & Paul W. Rhode, 2012. "Moving to Higher Ground: Migration Response to Natural Disasters in the Early Twentieth Century," American Economic Review, American Economic Association, vol. 102(3), pages 238-244, May.
    2. Raphael Nawrotzki & Fernando Riosmena & Lori Hunter, 2013. "Do Rainfall Deficits Predict U.S.-Bound Migration from Rural Mexico? Evidence from the Mexican Census," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 32(1), pages 129-158, February.
    3. Michel Beine & Christopher R Parsons, 2017. "Climatic Factors as Determinants of International Migration: Redux," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 386-402.
    4. Barrios, Salvador & Bertinelli, Luisito & Strobl, Eric, 2006. "Climatic change and rural-urban migration: The case of sub-Saharan Africa," Journal of Urban Economics, Elsevier, vol. 60(3), pages 357-371, November.
    5. Ingrid Dallmann & Katrin Millock, 2017. "Climate Variability and Inter-State Migration in India," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 560-594.
    6. Kalle Hirvonen, 2016. "Temperature Changes, Household Consumption, and Internal Migration: Evidence from Tanzania," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 1230-1249.
    7. Mathilde MAUREL & Zaneta KUBIK, 2014. "Climate Variability and Migration: Evidence from Tanzania," Working Papers P104, FERDI.
    8. 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.
    9. 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.
    10. 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.
    11. Richard Hornbeck, 2012. "The Enduring Impact of the American Dust Bowl: Short- and Long-Run Adjustments to Environmental Catastrophe," American Economic Review, American Economic Association, vol. 102(4), pages 1477-1507, June.
    12. Mueller, Valerie & Sheriff, Glenn & Dou, Xiaoya & Gray, Clark, 2020. "Temporary migration and climate variation in eastern Africa," World Development, Elsevier, vol. 126(C).
    13. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    14. 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.
    15. Brinda Viswanathan & K.S. Kavi Kumar, "undated". "Weather Variability, Agriculture and Rural Migration: Evidence from State and District Level Migration in India," Working papers 83, The South Asian Network for Development and Environmental Economics.
    16. Andrew Dillon & Valerie Mueller & Sheu Salau, 2011. "Migratory Responses to Agricultural Risk in Northern Nigeria," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(4), pages 1048-1061.
    17. Ingrid Dallmann & Katrin Millock, 2017. "Climate Variability and Inter-State Migration in India," Post-Print halshs-01630310, HAL.
    18. Théo Benonnier & Katrin Millock & Vis Taraz, 2019. "Climate change, migration, and irrigation," Working Papers halshs-02107098, HAL.
    19. Andreas Backhaus & Inmaculada Martinez-Zarzoso & Chris Muris, 2015. "Do climate variations explain bilateral migration? A gravity model analysis," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-15, December.
    20. Cattaneo, Cristina & Peri, Giovanni, 2016. "The migration response to increasing temperatures," Journal of Development Economics, Elsevier, vol. 122(C), pages 127-146.
    21. 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.
    22. 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.
    23. Jasmin Gröschl & Thomas Steinwachs, 2017. "Do Natural Hazards Cause International Migration?," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 445-480.
    24. Katrin Millock, 2015. "Migration and Environment," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01302611, HAL.
    25. Eric Strobl & Marie-Anne Valfort, 2015. "The Effect of Weather-Induced Internal Migration on Local Labor Markets. Evidence from Uganda," The World Bank Economic Review, World Bank, vol. 29(2), pages 385-412.
    26. Michael Berlemann & Max Friedrich Steinhardt, 2017. "Climate Change, Natural Disasters, and Migration—a Survey of the Empirical Evidence," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 353-385.
    27. Clark Gray & Richard Bilsborrow, 2013. "Environmental Influences on Human Migration in Rural Ecuador," Demography, Springer;Population Association of America (PAA), vol. 50(4), pages 1217-1241, August.
    28. 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.
    29. André Gröger & Yanos Zylberberg, 2016. "Internal Labor Migration as a Shock Coping Strategy: Evidence from a Typhoon," American Economic Journal: Applied Economics, American Economic Association, vol. 8(2), pages 123-153, April.
    30. Rafael Reuveny & Will H. Moore, 2009. "Does Environmental Degradation Influence Migration? Emigration to Developed Countries in the Late 1980s and 1990s," Social Science Quarterly, Southwestern Social Science Association, vol. 90(3), pages 461-479, September.
    31. 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.
    32. Drabo, Alassane & Mbaye, Linguère Mously, 2015. "Natural disasters, migration and education: an empirical analysis in developing countries," Environment and Development Economics, Cambridge University Press, vol. 20(6), pages 767-796, December.
    33. Kazi Iqbal & Paritosh K. Roy, 2015. "Climate Change, Agriculture And Migration: Evidence From Bangladesh," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 6(02), pages 1-31.
    34. Benonnier, Theo & Millock, Katrin & Taraz, Vis P., 2019. "Long term migration trends and climate change: The role of irrigation," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 291028, Agricultural and Applied Economics Association.
    35. Henderson, J. Vernon & Storeygard, Adam & Deichmann, Uwe, 2017. "Has climate change driven urbanization in Africa?," Journal of Development Economics, Elsevier, vol. 124(C), pages 60-82.
    36. Koubi, Vally & Spilker, Gabriele & Schaffer, Lena & Bernauer, Thomas, 2016. "Environmental Stressors and Migration: Evidence from Vietnam," World Development, Elsevier, vol. 79(C), pages 197-210.
    37. Ilan Noy, 2017. "To Leave or Not to Leave? Climate Change, Exit, and Voice on a Pacific Island," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 403-420.
    38. Felbermayr, Gabriel & Gröschl, Jasmin, 2014. "Naturally negative: The growth effects of natural disasters," Journal of Development Economics, Elsevier, vol. 111(C), pages 92-106.
    39. 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.
    40. Katrin Millock, 2015. "Migration and Environment," Annual Review of Resource Economics, Annual Reviews, vol. 7(1), pages 35-60, October.
    41. Vicente Ruiz, 2017. "Do climatic events influence internal migration? Evidence from Mexico," Working Papers 2017.19, FAERE - French Association of Environmental and Resource Economists.
    42. 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.
    43. 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.
    44. Francesco Nicolli & Giulia Bettin, 2012. "Does climate change foster emigration from less developed countries? Evidence from bilateral data," Working Papers 201210, University of Ferrara, Department of Economics.
    45. Viswanathan, Brinda & Kavi Kumar, K.S., 2015. "Weather, agriculture and rural migration: evidence from state and district level migration in India," Environment and Development Economics, Cambridge University Press, vol. 20(4), pages 469-492, August.
    46. George Joseph & Quentin Wodon, 2013. "Is Internal Migration in Yemen Driven by Climate or Socio-economic Factors?," Review of International Economics, Wiley Blackwell, vol. 21(2), pages 295-310, May.
    47. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 549-599.
    48. repec:hal:pseose:halshs-00977051 is not listed on IDEAS
    49. Gray, Clark & Mueller, Valerie, 2012. "Drought and Population Mobility in Rural Ethiopia," World Development, Elsevier, vol. 40(1), pages 134-145.
    50. Katrin Millock, 2015. "Migration and Environment," Post-Print halshs-01302611, HAL.
    51. Gray, Clark L., 2009. "Environment, Land, and Rural Out-migration in the Southern Ecuadorian Andes," World Development, Elsevier, vol. 37(2), pages 457-468, February.
    52. Ingrid Dallmann & Katrin Millock, 2017. "Climate Variability and Inter-State Migration in India," PSE-Ecole d'économie de Paris (Postprint) halshs-01630310, HAL.
    53. Katrin Millock, 2015. "Migration and Environment," PSE-Ecole d'économie de Paris (Postprint) halshs-01302611, HAL.
    54. 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.
    55. Clark Gray & Erika Wise, 2016. "Country-specific effects of climate variability on human migration," Climatic Change, Springer, vol. 135(3), pages 555-568, April.
    56. repec:hal:pseose:halshs-01302611 is not listed on IDEAS
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    More about this item

    Keywords

    climate change; human mobility; econometric regressions; meta-analysis; natural disasters;
    All these keywords.

    JEL classification:

    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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