Abstract
Migration is commonly seen as a last resort for households impacted by climate shocks, given the costs and risks that migration typically entails. However, pre-existing labor migration channels may facilitate immediate migration decisions in response to climate shocks. This study explores the relationship between migration and droughts in a rural Sub-Saharan setting from which men commonly migrate in search of non-agricultural employment. We use data from the Men’s Migrations and Women’s Lives project, which includes a longitudinal household panel conducted in rural Mozambique between 2006 and 2017, and combine it with the Standardized Precipitation Evapotranspiration Index, a high-resolution climate measure. The fixed-effect models assess the lagged impact of droughts on the labor migration status of male household heads. We find an immediate increase in migration following a drought, peaking in the first year, then diminishing in the second year, with a slight resurgence in the third year. However, by the sixth-year post-drought, the likelihood of being a migrant turns negative. These findings demonstrate the complex associations of climate shocks with labor migration in low-income rural settings.
Similar content being viewed by others
Data availability
The datasets for this study are not publicly available to preserve individuals’ privacy and ensure the confidentiality of the data.
References
Abel, G. J., Brottrager, M., Crespo Cuaresma, J., & Muttarak, R. (2019). Climate, conflict and forced migration. Global Environmental Change, 54, 239–249. https://doi.org/10.1016/j.gloenvcha.2018.12.003
Agadjanian, V., & Hayford, S. R. (2018). Men’s migration, women’s autonomy, and union dissolution in rural Mozambique. Journal of Family Issues, 39(5), 1236–1257. https://doi.org/10.1177/0192513x17698184
Anderson, K. J., & Silva, J. A. (2020). Weather-related influences on rural-to-urban migration: A spectrum of attribution in Beira, Mozambique. Global Environmental Change, 65, 102–193. https://doi.org/10.1016/j.gloenvcha.2020.102193
Bardsley, D. K., & Hugo, G. J. (2010). Migration and climate change: Examining thresholds of change to guide effective adaptation decision-making. Population and Environment, 32(2), 238–262. https://doi.org/10.1007/s11111-010-0126-9
Beguería, S., & Vicente-Serrano, S. M. (2017). SPEIbase v.2.5. https://doi.org/10.20350/digitalCSIC/8508
Beguería, S., Vicente-Serrano, S. M., & Angulo-Martínez, M. (2010). A multiscalar global drought dataset: The SPEIBASE: A new gridded product for the analysis of drought variability and impacts. Bulletin of the American Meteorological Society, 91(10), 1351–1354.
Bernard, A., & Perales, F. (2021). Is migration a learned behavior? Understanding the impact of past migration on future migration. Population and Development Review, 47(2), 449–474. https://doi.org/10.1111/padr.12387
Black, R., Adger, W. N., Arnell, N. W., Dercon, S., Geddes, A., & Thomas, D. (2011). The effect of environmental change on human migration. Global Environmental Change, 21, S3–S11. https://doi.org/10.1016/j.gloenvcha.2011.10.001
Bohra-Mishra, P., Oppenheimer, M., & Hsiang, S. M. (2014). Nonlinear permanent migration response to climatic variations but minimal response to disasters. Proceedings of the National Academy of Sciences of the United States of America, 111(27), 9780–9785.
Davis, K. (1963). The theory of change and response in modern demographic history. Population Index, 29(4), 345.
Dercon, S., Hoddinott, J., & Woldehanna, T. (2005). Shocks and consumption in 15 Ethiopian villages, 1999–2004. Journal of African Economies, 14(4), 559–585.
Dercon, S., & Krishnan, P. (2000). Vulnerability, seasonality and poverty in Ethiopia. Journal of Development Studies, 36(6), 25–53.
DiMaggio, P., & Garip, F. (2011). How network externalities can exacerbate intergroup inequality. American Journal of Sociology, 116(6), 1887–1933. https://doi.org/10.1086/659653
Entwisle, B. (2021). Population responses to environmental change: Looking back, looking forward. Population and Environment, 42(4), 431–444. https://doi.org/10.1007/s11111-021-00382-w
Entwisle, B., Verdery, A., & Williams, N. (2020). Climate change and migration: New insights from a dynamic model of out-migration and return migration. American Journal of Sociology, 125(6), 1469–1512. https://doi.org/10.1086/709463
Entwisle, B., Williams, N. E., Verdery, A. M., Rindfuss, R. R., Walsh, S. J., Malanson, G. P., Mucha, P. J., Frizzelle, B. G., McDaniel, P. M., Yao, X., Heumann, B. W., Prasartkul, P., Sawangdee, Y., & Jampaklay, A. (2016). Climate shocks and migration: An agent-based modeling approach. Population and Environment, 38(1), 47–71. https://doi.org/10.1007/s11111-016-0254-y
Findlay, A. M. (2011). Migrant destinations in an era of environmental change. Global Environmental Change, 21, S50–S58. https://doi.org/10.1016/j.gloenvcha.2011.09.004
Findley, S. E. (1994). Does drought increase migration? A study of migration from rural Mali during the 1983–1985 drought. International Migration Review, 28(3), 539–553.
Flato, M., Muttarak, R., & Pelser, A. (2017). Women, weather, and woes: The triangular dynamics of female-headed households, economic vulnerability, and climate variability in South Africa. World Development, 90, 41–62.
Fussell, E., Sastry, N., & VanLandingham, M. (2010). Race, socioeconomic status, and return migration to New Orleans after Hurricane Katrina. Population and Environment, 31(1), 20–42. https://doi.org/10.1007/s11111-009-0092-2
Gray, C., & Bilsborrow, R. (2013). Environmental influences on human migration in rural Ecuador. Demography, 50(4), 1217–1241.
Gray, C., & Mueller, V. (2012a). Drought and population mobility in rural Ethiopia. World Development, 40(1), 134–145.
Gray, C., & Mueller, V. (2012b). Natural disasters and population mobility in Bangladesh. Proceedings of the National Academy of Sciences of the United States of America, 109(16), 6000–6005.
Halliday, T. (2006). Migration, risk, and liquidity constraints in El Salvador. Economic Development and Cultural Change, 54(4), 893–925. https://doi.org/10.1086/503584
Henry, S., Schoumaker, B., & Beauchemin, C. (2004). The impact of rainfall on the first out-migration: A multi-level event-history analysis in Burkina Faso. Population and Environment, 25(5), 423–460. https://doi.org/10.1023/B:POEN.0000036928.17696.e8
Hunter, L. M., Luna, J. K., & Norton, R. M. (2015). Environmental dimensions of migration. Annual Review of Sociology, 41(41), 377–397.
Institute for Economics & Peace. (2020). Ecological threat register 2020: Understanding ecological threats, resilience and peace. Sydney, Australia. Available from http://visionofhumanity.org/reports
Joarder, M. A. M., & Miller, P. W. (2013). Factors affecting whether environmental migration is temporary or permanent: Evidence from Bangladesh. Global Environmental Change, 23(6), 1511–1524. https://doi.org/10.1016/j.gloenvcha.2013.07.026
Jülich, S. (2011). Drought triggered temporary migration in an East Indian village. International Migration, 49(s1), e189–e199. https://doi.org/10.1111/j.1468-2435.2010.00655.x
Kandel, W., & Massey, D. S. (2002). The culture of Mexican migration: A theoretical and empirical analysis. Social Forces, 80(3), 984–1004. https://doi.org/10.1353/sof.2002.0009
Koubi, V., Stoll, S., & Spilker, G. (2016). Perceptions of environmental change and migration decisions. Climatic Change, 138(3), 439–451. https://doi.org/10.1007/s10584-016-1767-1
Kubik, Z., & Maurel, M. (2016). Weather shocks, agricultural production and migration: Evidence from Tanzania. Journal of Development Studies, 52(5), 665–680. https://doi.org/10.1080/00220388.2015.1107049
Lee, E. S. (1966). A theory of migration. Demography, 3(1), 47–57.
Mallick, B., Sultana, Z., & Bennett, C. M. (2020). How do sustainable livelihoods influence environmental (non-)migration aspirations? Applied Geography, 124, 102328. https://doi.org/10.1016/j.apgeog.2020.102328
Massey, D. S. (1987). Understanding Mexican migration to the United States. American Journal of Sociology, 92(6), 1372–1403. http://www.jstor.org/stable/2779841
Massey, D. S., Arango, J., Hugo, G., Kouaouci, A., Pellegrino, A., & Taylor, J. E. (1993). Theories of international migration: A review and appraisal. Population and Development Review, 19(3), 431–466. https://doi.org/10.2307/2938462
Massey, D. S., Axinn, W. G., & Ghimire, D. J. (2010). Environmental change and out-migration: Evidence from Nepal. Population and Environment, 32(2), 109–136. https://doi.org/10.1007/s11111-010-0119-8
Massey, D. S., & Espinosa, K. E. (1997). What’s driving Mexico-U.S. migration? A theoretical, empirical, and policy analysis. American Journal of Sociology, 102(4), 939–999.
Massey, D. S., & Sana, M. (2003). Patterns of U.S. migration from Mexico, the Caribbean, and Central America. Migraciones Internacionales, 2(5), 5–39. https://doi.org/10.17428/rmi.v2i5.1248
McLeman, R. A. (2011). Settlement abandonment in the context of global environmental change. Global Environmental Change, 21, S108–S120. https://doi.org/10.1016/j.gloenvcha.2011.08.004
McLeman, R. A., & Smit, B. (2006). Migration as an adaptation to climate change. Climatic Change, 76(1), 31–53. https://doi.org/10.1007/s10584-005-9000-7
Meze-Hausken, E. (2000). Migration caused by climate change: How vulnerable are people in dryland areas? A case-study in Northern Ethiopia. Mitigation and Adaptation Strategies for Global Change, 5(4), 379–406. https://doi.org/10.1023/A:1026570529614
Morrissey, J. W. (2013). Understanding the relationship between environmental change and migration: The development of an effects framework based on the case of northern Ethiopia. Global Environmental Change, 23(6), 1501–1510. https://doi.org/10.1016/j.gloenvcha.2013.07.021
Nawrotzki, R. J., & DeWaard, J. (2016). Climate shocks and the timing of migration from Mexico. Population and Environment, 38(1), 72–100. https://doi.org/10.1007/s11111-016-0255-x
Nawrotzki, R. J., Riosmena, F., & Hunter, L. M. (2013). Do rainfall deficits predict U.S.-bound migration from rural Mexico? Evidence from the Mexican census. Population Research and Policy Review, 32(1), 129–158. https://doi.org/10.1007/s11113-012-9251-8
Quiñones, E. J., Liebenehm, S., & Sharma, R. (2021). Left home high and dry-reduced migration in response to repeated droughts in Thailand and Vietnam. Population and Environment, 42(4), 579–621. https://doi.org/10.1007/s11111-021-00374-w
Ravenstein, E. G. (1885). The laws of migration. Journal of the Statistical Society of London, 48(2), 167–235.
R Core Team. (2022). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org/
Rogers, A. & Castro, L. J. (1981). Model migration schedules. International Institute for Applied Systems Analysis RR-81–30.
Skoufias, E., & Vinha, K. (2013). The impacts of climate variability on household welfare in rural Mexico. Population and Environment, 34(3), 370–399.
Stark, O., & Bloom, D. E. (1985). The new economics of labor migration. The American Economic Review, 75(2), 173–178.
Stammann, A. (2018). Fast and feasible estimation of generalized linear models with high-dimensional k-way fixed effects. In ArXiv e-prints. https://arxiv.org/pdf/1707.01815.pdf
Thiede, B. C., & Gray, C. L. (2017). Heterogeneous climate effects on human migration in Indonesia. Population and Environment, 39(2), 147–172.
van Buuren S., & Groothuis-Oudshoorn K. (2011). “mice: Multivariate imputation by chained equations in R.” Journal of Statistical Software, 45(3), 1–67. https://doi.org/10.18637/jss.v045.i03
Vicente-Serrano, S. M., Beguería, S., & López-Moreno, J. I. (2010). A multiscalar drought index sensitive to global warming: The Standardized Precipitation Evapotranspiration Index. Journal of Climate, 23(7), 1696–1718. https://doi.org/10.1175/2009JCLI2909.1
Wang, Q., Wu, J., Lei, T., He, B., & Wu, Z. (2014). Temporal-spatial characteristics of severe drought events and their impact on agriculture on a global scale. Quaternary International, 349, 10–21.
World Bank. (2022). GNI per capita, Atlas method - Mozambique. Retrieved on February 5, 2023, from https://data.worldbank.org/indicator/NY.GNP.PCAP.CD?locations=MZ
Acknowledgements
An earlier version of this paper was presented at the 2022 European Population Conference, Groningen, the Netherlands. We would like to express our gratitude to Prof. R. Muttarak, Dr. R. Hoffmann, and the other participants at EPC 2022 for their invaluable contributions to our discussions. Our special thanks also go to Prof. B. Kye and Prof. K. Kim for their insightful discussions on methodology.
Funding
This work was supported by the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (NRF-2021S1A5A8070515). The data collection was funded by the US National Institutes of Health (NICHD R01-HD058365; R21-HD048257). The support of the UCLA California Center for Population Research (NICHD P2C-HD058484) is also acknowledged.
Author information
Authors and Affiliations
Contributions
S.H.Y. led the conceptual design, statistical modelling, and write-up. V.A. actively contributed to each of these stages.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Yoo, S., Agadjanian, V. Drought and migration: a case study of rural Mozambique. Popul Environ 46, 3 (2024). https://doi.org/10.1007/s11111-023-00444-1
Accepted:
Published:
DOI: https://doi.org/10.1007/s11111-023-00444-1