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Rainfall variability and internal migration: the importance of agriculture linkage and gender inequality

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  • Luong, Tuan Anh
  • Nguyen, Manh-Hung
  • Khuong Truong, N.T.
  • Le, Kien

Abstract

This paper investigates the extent to which exposure to climate volatility can in-fluence individual migration decisions in Vietnam, based on the historical rainfall data from 70 weather stations in Vietnam and the Vietnam Access to Resources House-hold Survey. Utilizing the exogenous variation in the rainfall deviation from the local norms within an individual fixed-effects framework, we uncover the negative associa-tion between rainfall and the probability of individual migration. Individual migration probability drops by 7.5 percentage points when the amount of rainfall relative to the long-run local average doubles. This reduction could potentially be driven by individ-uals who work in the agricultural sector and are less likely to migrate as more rainfall could increase their agricultural incomes. Furthermore, our heterogeneity analyses sug-gest that rainfall shocks could perpetuate gender inequality in Vietnam since women cannot cope with climatic shocks through migration. Policy-makers could shift their focus on flood control and water management in affected areas, where people’s liveli-hoods depend on agriculture, to efficiently address issues related to climate-induced internal migration.

Suggested Citation

  • Luong, Tuan Anh & Nguyen, Manh-Hung & Khuong Truong, N.T. & Le, Kien, 2022. "Rainfall variability and internal migration: the importance of agriculture linkage and gender inequality," TSE Working Papers 22-1373, Toulouse School of Economics (TSE).
  • Handle: RePEc:tse:wpaper:127429
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    1. 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.
    2. Ingrid Dallmann & Katrin Millock, 2017. "Climate Variability and Inter-State Migration in India," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 560-594.
    3. Sharon Maccini & Dean Yang, 2009. "Under the Weather: Health, Schooling, and Economic Consequences of Early-Life Rainfall," American Economic Review, American Economic Association, vol. 99(3), pages 1006-1026, June.
    4. 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.
    5. Aiguo Dai, 2011. "Drought under global warming: a review," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 2(1), pages 45-65, January.
    6. Gignoux, Jérémie & Menéndez, Marta, 2016. "Benefit in the wake of disaster: Long-run effects of earthquakes on welfare in rural Indonesia," Journal of Development Economics, Elsevier, vol. 118(C), pages 26-44.
    7. Ilse Ruyssen & Glenn Rayp, 2014. "Determinants of Intraregional Migration in Sub-Saharan Africa 1980-2000," Journal of Development Studies, Taylor & Francis Journals, vol. 50(3), pages 426-443, March.
    8. Michael Berlemann & Thi Xuyen Tran, 2020. "Climate-Related Hazards and Internal Migration Empirical Evidence for Rural Vietnam," Economics of Disasters and Climate Change, Springer, vol. 4(2), pages 385-409, July.
    9. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-1149, September.
    10. Carina Goldbach, 2017. "Out-migration from Coastal Areas in Ghana and Indonesia—the Role of Environmental Factors," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 529-559.
    11. Cattaneo, Cristina & Peri, Giovanni, 2016. "The migration response to increasing temperatures," Journal of Development Economics, Elsevier, vol. 122(C), pages 127-146.
    12. Jasmin Gröschl & Thomas Steinwachs, 2017. "Do Natural Hazards Cause International Migration?," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 445-480.
    13. 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.
    14. Eduardo Cavallo & Ilan Noy, 2009. "The Economics of Natural Disasters - A Survey," Working Papers 200919, University of Hawaii at Manoa, Department of Economics.
    15. 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.
    16. Seema Jayachandran, 2006. "Selling Labor Low: Wage Responses to Productivity Shocks in Developing Countries," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 538-575, June.
    17. Gray, Clark & Mueller, Valerie, 2012. "Drought and Population Mobility in Rural Ethiopia," World Development, Elsevier, vol. 40(1), pages 134-145.
    18. 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.
    19. Ingrid Dallmann & Katrin Millock, 2017. "Climate Variability and Inter-State Migration in India," PSE-Ecole d'économie de Paris (Postprint) halshs-01630310, HAL.
    20. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    21. George J. Borjas, 2021. "Self-Selection and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 4, pages 69-91, World Scientific Publishing Co. Pte. Ltd..
    22. Arouri, Mohamed & Nguyen, Cuong & Youssef, Adel Ben, 2015. "Natural Disasters, Household Welfare, and Resilience: Evidence from Rural Vietnam," World Development, Elsevier, vol. 70(C), pages 59-77.
    23. Jérémie Gignoux & Marta Menéndez, 2016. "Benefit in the wake of disaster: Long-run effects of earthquakes on welfare in rural Indonesia," PSE-Ecole d'économie de Paris (Postprint) halshs-01245544, HAL.
    24. Ariel R. Belasen & Solomon W. Polachek, 2013. "Natural disasters and migration," Chapters, in: Amelie F. Constant & Klaus F. Zimmermann (ed.), International Handbook on the Economics of Migration, chapter 17, pages 309-330, Edward Elgar Publishing.
    25. Sekhri, Sheetal & Storeygard, Adam, 2014. "Dowry deaths: Response to weather variability in India," Journal of Development Economics, Elsevier, vol. 111(C), pages 212-223.
    26. Nguyen, Cuong Viet, 2021. "Do weather extremes induce people to move? Evidence from Vietnam," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 118-141.
    27. Zimmermann, Laura, 2020. "Remember when it rained – Schooling responses to shocks in India," World Development, Elsevier, vol. 126(C).
    28. Salvatore Di Falco & Mahmud Yesuf & Gunnar Kohlin & Claudia Ringler, 2012. "Estimating the Impact of Climate Change on Agriculture in Low-Income Countries: Household Level Evidence from the Nile Basin, Ethiopia," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(4), pages 457-478, August.
    29. David S. Blakeslee & Ram Fishman, 2018. "Weather Shocks, Agriculture, and Crime: Evidence from India," Journal of Human Resources, University of Wisconsin Press, vol. 53(3), pages 750-782.
    30. Ingrid Dallmann & Katrin Millock, 2017. "Climate Variability and Inter-State Migration in India," Post-Print halshs-01630310, HAL.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. Valerie Mueller & Daniel Osgood, 2009. "Long-term Impacts of Droughts on Labour Markets in Developing Countries: Evidence from Brazil," Journal of Development Studies, Taylor & Francis Journals, vol. 45(10), pages 1651-1662.
    36. Cavallo, Eduardo & Noy, Ilan, 2011. "Natural Disasters and the Economy — A Survey," International Review of Environmental and Resource Economics, now publishers, vol. 5(1), pages 63-102, May.
    37. Edward Miguel & Shanker Satyanath & Ernest Sergenti, 2004. "Economic Shocks and Civil Conflict: An Instrumental Variables Approach," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 725-753, August.
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    Cited by:

    1. Li, Yunmeng, 2024. "Do natural disaster affect rural labor migration? Evidence from the Wenchuan earthquake in China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 996-1006.
    2. Kaizhi Yu & Yao Shi & Jiahan Feng, 2024. "The influence of robot applications on rural labor transfer," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
    3. Mukherjee, Manisha & Fransen, Sonja, 2024. "Exploring migration decision-making and agricultural adaptation in the context of climate change: A systematic review," World Development, Elsevier, vol. 179(C).
    4. Wu, Zhiyang & Zhou, Tao & Zhang, Ning & Choi, Yongrok & Kong, Fanbin, 2023. "A hidden risk in climate change: The effect of daily rainfall shocks on industrial activities," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 161-180.

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    More about this item

    JEL classification:

    • Q26 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Recreational Aspects of Natural Resources
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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