Natural disasters and population mobility in Bangladesh
Open accessAbstract
The consequences of environmental change for human migration have gained increasing attention in the context of climate change and recent large-scale natural disasters, but as yet relatively few large-scale and quantitative studies have addressed this issue. We investigate the consequences of climate-related natural disasters for long-term population mobility in rural Bangladesh, a region particularly vulnerable to environmental change, using longitudinal survey data from 1,700 households spanning a 15-y period. Multivariate event history models are used to estimate the effects of flooding and crop failures on local population mobility and long-distance migration while controlling for a large set of potential confounders at various scales. The results indicate that flooding has modest effects on mobility that are most visible at moderate intensities and for women and the poor. However, crop failures unrelated to flooding have strong effects on mobility in which households that are not directly affected but live in severely affected areas are the most likely to move. These results point toward an alternate paradigm of disaster-induced mobility that recognizes the significant barriers to migration for vulnerable households as well their substantial local adaptive capacity.
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Various studies suggest that most people remain in their place of residence even when environmental conditions deteriorate dramatically.
“And yet, various studies suggest that most people remain in their place of residence even when environmental conditions deteriorate dramatically (Gray and Mueller 2012; Jamero et al. 2017; Khatun et al. 2022; Mallick and Mallick 2021; Penning-Rowsell et al. 2013).”
From Trapped by climate change? (In)voluntary immobility in Bangladesh (2025) · cites this paper as Gray and Mueller 2012
Recent studies from Bangladesh report that flooding has an insignificant or even negative effect on migration.
“The latter finding is in line with recent studies from Bangladesh reporting that flooding has an insignificant or even negative effect on migration (Call et al., 2017; Chen et al., 2017; Gray & Mueller, 2012; Chen & Mueller, 2018).”
From Environmental shocks and migration among a climate-vulnerable population in Bangladesh (2025) · cites this paper as Gray & Mueller, 2012
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Cites
Climate Change 2014 Impacts, Adaptation, and Vulnerability
(IPCC), I. P. O. C. C. (2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781107415379 · Cited by 14,874 · see citing works
Climate Change 2007: Impacts, Adaptation and Vulnerability
Parry, M. L., Canziani, O. F., Palutikof, J. P., van der Linden, P., & Hanson, C. (2007) · Centre for Environmental Data Analysis Digital Repository (Centre for Environmental Data Analysis) · doi:10.5281/zenodo.7356334 · Cited by 9,138 · see citing works
Huber, P. J. (1981) · Wiley Series in Probability and Statistics · doi:10.1002/0471725250 · Cited by 7,066 · see citing works
At Risk: Natural Hazards, People's Vulnerability and Disasters
Wisner, B., Blaikie, P. M., Cannon, T., & Davis, I. J. (1994) · Cited by 6,286 · see citing works
Theories of International Migration: A Review and Appraisal
Massey, D. S., Arango, J., Hugo, G. J., Kouaouci, A., Pellegrino, A., & Taylor, J. E. (1993) · Population and Development Review · doi:10.2307/2938462 · Cited by 5,611 · see citing works
Mackay, A. W. (2008) · Journal of Environmental Quality · doi:10.2134/jeq2008.0015br · Cited by 5,592 · see citing works
Rural Livelihoods and Diversity in Developing Countries
Ellis, F. (2000) · doi:10.1093/oso/9780198296959.001.0001 · Cited by 3,999 · see citing works
At Risk: Natural Hazards, People's Vulnerability, and Disasters
Cyr, J. F. S. (2005) · Journal of Homeland Security and Emergency Management · doi:10.2202/1547-7355.1131 · Cited by 3,356 · see citing works
Event History Analysis : Regression for Longitudinal Event Data
Allison, P. (1984) · Sage eBooks · doi:10.4135/9781412984195 · Cited by 2,883 · see citing works
Social capital, collective action, and adaptation to climate change
Adger, W. N. (2003) · Economic Geography · doi:10.1111/j.1944-8287.2003.tb00220.x · Cited by 2,542 · see citing works
Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market
Munshi, K. (2003) · The Quarterly Journal of Economics · doi:10.1162/003355303321675455 · Cited by 1,822 · see citing works
What's Driving Mexico-U.S. Migration? A Theoretical, Empirical, and Policy Analysis
Massey, D. S., & Espinosa, K. E. (1997) · American Journal of Sociology · doi:10.1086/231037 · Cited by 1,264 · see citing works
Income Risk, Coping Strategies, and Safety Nets
Dercon, S. (2002) · The World Bank Research Observer · doi:10.1093/wbro/17.2.141 · Cited by 1,181 · see citing works
Black, R., Bennett, S. R. G., Thomas, S. M., & Beddington, J. R. (2011) · Nature · doi:10.1038/478477a · Cited by 1,043 · cited 1× · see citing works
“As this view has spread to become a common element of discussions about climate change impacts (7, 8), it has increasingly diverged from scientific understandings of both migration and adaptive capacity.”
BackgroundEnvironmental refugees: a growing phenomenon of the 21st century.
Myers, N. (2002) · Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences · doi:10.1098/rstb.2001.0953 · Cited by 893 · cited 2× · see citing works
“Numerous studies have shown that population mobility can in fact serve as an important coping strategy following these events (5, 9), but this finding is often extrapolated to predict that extreme events routinely give rise to human displacements that are large-scale, international, and permanent and that disproportio…”
BackgroundQuisumbing, A. R., & Maluccio, J. A. (2003) · Oxford Bulletin of Economics and Statistics · doi:10.1111/1468-0084.t01-1-00052 · Cited by 782 · see citing works
Growth and shocks: evidence from rural Ethiopia
Dercon, S. (2004) · Journal of Development Economics · doi:10.1016/j.jdeveco.2004.01.001 · Cited by 688 · see citing works
Vulnerability, seasonality and poverty in Ethiopia
Dercon, S., & Krishnan, P. (2000) · The Journal of Development Studies · doi:10.1080/00220380008422653 · Cited by 679 · see citing works
Linkages among climate change, crop yields and Mexico–US cross-border migration
Feng, S., Krueger, A. B., & Oppenheimer, M. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1002632107 · Cited by 635 · see citing works
Drought and Population Mobility in Rural Ethiopia
Gray, C., & Mueller, V. (2011) · World Development · doi:10.1016/j.worlddev.2011.05.023 · Cited by 542 · see citing works
Self-citationDrought risk assessment in the western part of Bangladesh
Shahid, S., & Behrawan, H. (2008) · Natural Hazards · doi:10.1007/s11069-007-9191-5 · Cited by 508 · see citing works
Environmental Concerns and International Migration
Hugo, G. (1996) · International Migration Review · doi:10.1177/019791839603000110 · Cited by 473 · cited 1× · see citing works
“experiencing a rising tide of environmentally-induced population displacement (5, 6), with poor”
BackgroundMigration, environment and climate change: assessing the evidence.
Laczko, F., & Aghazarm, C. (2009) · Medical Entomology and Zoology · Cited by 457 · see citing works
Hartmann, B. (2010) · Journal of International Development · doi:10.1002/jid.1676 · Cited by 437 · see citing works
Henry, S. J. F., Schoumaker, B. D., & Beauchemin, C. (2004) · Population and Environment · doi:10.1023/b:poen.0000036928.17696.e8 · Cited by 428 · see citing works
Climate change, flooding in South Asia and implications
Mirza, M. M. Q. (2010) · Regional Environmental Change · doi:10.1007/s10113-010-0184-7 · Cited by 421 · see citing works
Migration and Environmental Hazards
Hunter, L. M. (2005) · Population and Environment · doi:10.1007/s11111-005-3343-x · Cited by 415 · see citing works
Environmental change and out-migration: evidence from Nepal
Massey, D. S., Axinn, W. G., & Ghimire, D. J. (2010) · Population and Environment · doi:10.1007/s11111-010-0119-8 · Cited by 353 · see citing works
Gemenne, F. (2011) · Global Environmental Change · doi:10.1016/j.gloenvcha.2011.09.005 · Cited by 340 · see citing works
Global environmental change and migration: Governance challenges
Warner, K. (2010) · Global Environmental Change · doi:10.1016/j.gloenvcha.2009.12.001 · Cited by 327 · see citing works
Mixed method data collection strategies
(2007) · Choice Reviews Online · doi:10.5860/choice.44-6909 · Cited by 278 · see citing works
Migration, Risk, and Liquidity Constraints in El Salvador
Halliday, T. J. (2006) · Economic Development and Cultural Change · doi:10.1086/503584 · Cited by 262 · see citing works
Migration and Climate Change: Towards an Integrated Assessment of Sensitivity
Black, R., Kniveton, D. R., & Schmidt, K. (2011) · Environment and Planning A Economy and Space · doi:10.1068/a43154 · Cited by 242 · see citing works
Environment, Land, and Rural Out-migration in the Southern Ecuadorian Andes
Gray, C. (2008) · World Development · doi:10.1016/j.worlddev.2008.05.004 · Cited by 236 · see citing works
Self-citationClimate Change Risks and Food Security in Bangladesh
Yu, W. H., Alam, M., Hassan, A., Khan, A. S., Ruane, A. C., Rosenzweig, C. E., Major, D. C., & Thurlow, J. (2010) · Routledge eBooks · doi:10.4324/9781849776387 · Cited by 218 · see citing works
Migratory Responses to Agricultural Risk in Northern Nigeria
Dillon, A., Mueller, V., & Salau, S. (2011) · American Journal of Agricultural Economics · doi:10.1093/ajae/aar033 · Cited by 204 · see citing works
Self-citationFlood proneness and coping strategies: the experiences of two villages in Bangladesh
Paul, S. K., & Routray, J. K. (2010) · Disasters · doi:10.1111/j.1467-7717.2009.01139.x · Cited by 188 · see citing works
Andersen, L.-U. A., Lund, L. F. K., & Verner, D. (2010) · Cited by 186 · see citing works
Evidence against disaster-induced migration: the 2004 tornado in north-central Bangladesh
Paul, B. K. (2005) · Disasters · doi:10.1111/j.0361-3666.2005.00298.x · Cited by 183 · see citing works
Patt, A., Tadross, M., Nussbaumer, P., Asante, K. O., Metzger, M. J., Rafael, J., Goujon, A., & Brundrit, G. B. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0910253107 · Cited by 155 · see citing works
Coping mechanisms practised by drought victims (1994/5) in North Bengal, Bangladesh
Paul, B. K. (1998) · Applied Geography · doi:10.1016/s0143-6228(98)00026-5 · Cited by 142 · see citing works
Climate Change and MigrationSecurity and Borders in a Warming World
White, G. M. (2011) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199794829.001.0001 · Cited by 135 · see citing works
Climate-related disaster opens a window of opportunity for rural poor in northeastern Honduras
McSweeney, K., & Coomes, O. (2011) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.1014123108 · Cited by 132 · see citing works
Soil quality and human migration in Kenya and Uganda
Gray, C. L. (2011) · Global Environmental Change · doi:10.1016/j.gloenvcha.2011.02.004 · Cited by 108 · see citing works
Self-citationBeaujot, R., Poston, D. L., & Micklin, M. (2007) · The Canadian Journal of Sociology · doi:10.2307/20460637 · Cited by 106 · see citing works
Famine Early Warning Systems and Remote Sensing Data
Brown, M. E. (2008) · Springer eBooks · doi:10.1007/978-3-540-75369-8 · Cited by 95 · see citing works
Coping with flood: role of institutions in Bangladesh
Khandker, S. R. (2007) · Agricultural Economics · doi:10.1111/j.1574-0862.2007.00196.x · Cited by 85 · see citing works
Why Poverty Persists: Poverty Dynamics in Asia and Africa
Baulch, B. (2011) · Cited by 74 · see citing works
How Resilient are Labour Markets to Natural Disasters? The Case of the 1998 Bangladesh Flood
Mueller, V., & Quisumbing, A. R. (2011) · The Journal of Development Studies · doi:10.1080/00220388.2011.579113 · Cited by 72 · see citing works
Self-citationAssessing the evidence: environment, climate change and migration in Bangladesh
Walsham, M. (2010) · Research Explorer (The University of Manchester) · Cited by 72 · see citing works
Ali, A. M. S. (2006) · Natural Hazards · doi:10.1007/s11069-006-0006-x · Cited by 66 · see citing works
COPING MECHANISMS PRACTICED BY DROUGHT VICTIMS (1994/5) IN NORTH BENGAL
Bimal, K. P. (1998) · Cited by 51 · see citing works
Hazards and 'forced' migration in Bangladesh
Lein, H. (2000) · Norsk Geografisk Tidsskrift - Norwegian Journal of Geography · doi:10.1080/002919500423735 · Cited by 48 · see citing works
Sampling and survey design of the Bangladesh long-term impact study
Hassan, M. Z., Quabili, W., Zobair, M., Baulch, B., & Quisumbing, A. R. (2011) · Journal of Development Effectiveness · doi:10.1080/19439342.2011.570451 · Cited by 6 · see citing works
Flagged first, then by citations
2 of the 57 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- [34]Findlay A, Geddes A. In: Migration and Climate Change. Piguet E, Pécoud A, Guchteneire P, editors. Cambridge, UK: Cambridge University Press; 2011. pp. 138–159. [Google Scholar]
- [43]Allison P. Event History Analysis. Thousand Oaks, CA: Sage Publications; 1984. [Google Scholar]
Cited by
Sorted by citations
What Do We Learn from the Weather? The New Climate-Economy Literature
Dell, M., Jones, B. F., & Olken, B. A. (2014) · Journal of Economic Literature · doi:10.1257/jel.52.3.740 · Cited by 2,300 · see citing works
Social and economic impacts of climate
Carleton, T. A., & Hsiang, S. M. (2016) · Science · doi:10.1126/science.aad9837 · Cited by 1,348 · see citing works
Sociohydrology: Scientific Challenges in Addressing the Sustainable Development Goals
Baldassarre, G. D., Sivapalan, M., Rusca, M., Cudennec, C., Garcia, M., Kreibich, H., Konar, M., Mondino, E., Mård, J., Pande, S., et al. (2019) · Water Resources Research · doi:10.1029/2018wr023901 · Cited by 551 · see citing works
Human Migration in the Era of Climate Change
Cattaneo, C., Beine, M., Fröhlich, C. J., Kniveton, D., Martinez-Zarzoso, I., Mastrorillo, M., Millock, K., Piguet, E., & Schraven, B. (2019) · Review of Environmental Economics and Policy · doi:10.1093/reep/rez008 · Cited by 482 · see citing works
The impact of climate change on migration: A synthesis of recent empirical insights
Kaczan, D. J., & Orgill-Meyer, J. (2020) · Climatic Change · doi:10.1007/s10584-019-02560-0 · Cited by 493 · see citing works
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Mueller, V., Gray, C., & Kosec, K. (2014) · Nature Climate Change · doi:10.1038/nclimate2103 · Cited by 479 · see citing works
Self-citationEnvironmental dimensions of migration
Hunter, L. M., Luna, J. K., & Norton, R. M. (2015) · Annual Review of Sociology · doi:10.1146/annurev-soc-073014-112223 · Cited by 449 · see citing works
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Beine, M., & Parsons, C. (2015) · The Scandinavian Journal of Economics · doi:10.1111/sjoe.12098 · Cited by 447 · see citing works
Climate Barbarians at the Gate? A critique of apocalyptic narratives on ‘climate refugees’
Bettini, G. (2012) · Geoforum · doi:10.1016/j.geoforum.2012.09.009 · Cited by 435 · see citing works
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Hauer, M. E., Fussell, E., Mueller, V., Burkett, M., Call, M., Abel, K., McLeman, R. A., & Wrathall, D. J. (2019) · Nature Reviews Earth & Environment · doi:10.1038/s43017-019-0002-9 · Cited by 445 · see citing works
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Cattaneo, C., & Peri, G. (2016) · Journal of Development Economics · doi:10.1016/j.jdeveco.2016.05.004 · Cited by 467 · see citing works
Coastal climate change, soil salinity and human migration in Bangladesh
Chen, J., & Mueller, V. (2018) · Nature Climate Change · doi:10.1038/s41558-018-0313-8 · Cited by 406 · see citing works
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Cai, R., Feng, S., Oppenheimer, M., & Pytlikova, M. (2016) · Journal of Environmental Economics and Management · doi:10.1016/j.jeem.2016.06.005 · Cited by 322 · see citing works
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A Survey on Deep Learning for Human Mobility
Luca, M., Barlacchi, G., Lepri, B., & Pappalardo, L. (2021) · ACM Computing Surveys · doi:10.1145/3485125 · Cited by 326 · see citing works
A Deep Gravity model for mobility flows generation
Simini, F., Barlacchi, G., Luca, M., & Pappalardo, L. (2021) · Nature Communications · doi:10.1038/s41467-021-26752-4 · Cited by 274 · see citing works
The impact of biases in mobile phone ownership on estimates of human mobility
Wesolowski, A., Eagle, N., Noor, A. M., Snow, R. W., & Buckee, C. O. (2013) · Journal of The Royal Society Interface · doi:10.1098/rsif.2012.0986 · Cited by 239 · see citing works
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McLeman, R. A. (2017) · Population and Environment · doi:10.1007/s11111-017-0290-2 · Cited by 246 · see citing works
Climate Change, Natural Disasters, and Migration—a Survey of the Empirical Evidence
Berlemann, M., & Steinhardt, M. F. (2017) · CESifo Economic Studies · doi:10.1093/cesifo/ifx019 · Cited by 332 · see citing works
Climate change and labour allocation in rural Mexico: Evidence from annual fluctuations in weather
Jessoe, K., Manning, D. T., & Taylor, J. E. (2018) · The Economic Journal · doi:10.1111/ecoj.12448 · Cited by 282 · see citing works
The influence of climate variability on internal migration flows in South Africa
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Gray, C., & Wise, E. K. (2016) · Climatic Change · doi:10.1007/s10584-015-1592-y · Cited by 213 · see citing works
Self-citationEnvironmental Influences on Human Migration in Rural Ecuador
Gray, C., & Bilsborrow, R. E. (2013) · Demography · doi:10.1007/s13524-012-0192-y · Cited by 206 · see citing works
Self-citationInternal Labor Migration as a Shock Coping Strategy: Evidence from a Typhoon
Gröger, A., & Zylberberg, Y. (2016) · American Economic Journal Applied Economics · doi:10.1257/app.20140362 · Cited by 201 · see citing works
Lu, X. B., Wrathall, D. J., Sundsøy, P., Nadiruzzaman, M., Wetter, E. W., Iqbal, A., Qureshi, T., Tatem, A. J., Canright, G., Engø‐Monsen, K., et al. (2016) · Global Environmental Change · doi:10.1016/j.gloenvcha.2016.02.002 · Cited by 188 · see citing works
Natural Disaster, Poverty, and Development: An Introduction
Sawada, Y., & Takasaki, Y. (2017) · World Development · doi:10.1016/j.worlddev.2016.12.035 · Cited by 163 · see citing works
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(2018) · doi:10.4324/9781315638843 · Cited by 187 · see citing works
What Do We Learn from the Weather? The New Climate-Economy Literature
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Disruption, not displacement: Environmental variability and temporary migration in Bangladesh
Call, M. A., Gray, C., Yunus, M., & Emch, M. (2017) · Global Environmental Change · doi:10.1016/j.gloenvcha.2017.08.008 · Cited by 166 · see citing works
Self-citationMeasuring the environmental dimensions of human migration: The demographer's toolkit
Fussell, E., Hunter, L. M., & Gray, C. (2014) · Global Environmental Change · doi:10.1016/j.gloenvcha.2014.07.001 · Cited by 166 · see citing works
Self-citationHoffmann, R., Šedová, B., & Vinke, K. (2021) · Global Environmental Change · doi:10.1016/j.gloenvcha.2021.102367 · Cited by 159 · see citing works
“mechanisms for climate migration, such as the (agricultural) income channel (Cai et al., 2016; Chen and Mueller, 2018; Gray and Mueller, 2012).”
BackgroundMethodMallick, B., & Vogt, J. (2013) · Natural Hazards · doi:10.1007/s11069-013-0803-y · Cited by 156 · see citing works
Climate change increases the risk of fisheries conflict
Mendenhall, E., Hendrix, C. S., Nyman, E., Roberts, P. M., Hoopes, J. R., Watson, J., Lam, V. W. Y., & Sumaila, U. (2020) · Marine Policy · doi:10.1016/j.marpol.2020.103954 · Cited by 120 · see citing works
Environmental Stressors and Migration: Evidence from Vietnam
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Climate change and migration: Is agriculture the main channel?
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Land grabbing: a preliminary quantification of economic impacts on rural livelihoods
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Bernzen, A., Jenkins, J. C., & Braun, B. (2019) · Geosciences · doi:10.3390/geosciences9010051 · Cited by 140 · see citing works
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Rakib, M. A., Sasaki, J., Matsuda, H., & Fukunaga, M. (2019) · Journal of Environmental Management · doi:10.1016/j.jenvman.2019.03.101 · Cited by 128 · see citing works
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Koubi, V., Spilker, G., Schaffer, L., & Böhmelt, T. (2016) · Population and Environment · doi:10.1007/s11111-016-0258-7 · Cited by 125 · see citing works
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Fang, H., Wang, L., & Yang, Y. (2020) · National Bureau of Economic Research · doi:10.3386/w26906 · Cited by 122 · see citing works
Climate-related migration in rural Bangladesh: a behavioural model
Martin, M., Billah, M., Siddiqui, T., Abrar, C., Black, R., & Kniveton, D. (2014) · Population and Environment · doi:10.1007/s11111-014-0207-2 · Cited by 121 · see citing works
Understanding post-disaster population recovery patterns
Yabe, T., Tsubouchi, K., Fujiwara, N., Sekimoto, Y., & Ukkusuri, S. V. (2020) · Journal of The Royal Society Interface · doi:10.1098/rsif.2019.0532 · Cited by 120 · see citing works
Davis, K. F., Bhattachan, A., D’Odorico, P., & Suweis, S. S. (2018) · Environmental Research Letters · doi:10.1088/1748-9326/aac4d4 · Cited by 122 · see citing works
Global exposure to flood risk and poverty
McDermott, T. K. J. (2022) · Nature Communications · doi:10.1038/s41467-022-30725-6 · Cited by 118 · see citing works
Castells‐Quintana, D., Krause, M., & McDermott, T. (2020) · Journal of Economic Geography · doi:10.1093/jeg/lbaa030 · Cited by 55 · see citing works
Nohrstedt, D., Mazzoleni, M., Parker, C. F., & Baldassarre, G. D. (2021) · Nature Communications · doi:10.1038/s41467-020-20435-2 · Cited by 116 · see citing works
Implications of climate change for children in developing countries
Hanna, R., & Oliva, P. (2016) · The Future of Children · doi:10.1353/foc.2016.0006 · Cited by 115 · see citing works
Recovery migration to the City of New Orleans after Hurricane Katrina: a migration systems approach
Fussell, E., Curtis, K. J., & DeWaard, J. (2014) · Population and Environment · doi:10.1007/s11111-014-0204-5 · Cited by 112 · see citing works
A cross-country analysis of climate shocks and smallholder food insecurity
Niles, M. T., & Salerno, J. (2018) · PLoS ONE · doi:10.1371/journal.pone.0192928 · Cited by 109 · see citing works
Rahman, H. M. T., & Hickey, G. M. (2019) · Frontiers in Environmental Science · doi:10.3389/fenvs.2019.00002 · Cited by 106 · see citing works
Parven, A., Pal, I., Witayangkurn, A., Pramanik, M., Nagai, M., Miyazaki, H., & Wuthisakkaroon, C. (2022) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2022.103119 · Cited by 105 · see citing works
Resilience patterns of human mobility in response to extreme urban floods
Tang, J., Zhao, P., Gong, Z., Zhao, H., Huang, F., Li, J., Chen, Z., Yu, L. Z., & Chen, J. (2023) · National Science Review · doi:10.1093/nsr/nwad097 · Cited by 105 · see citing works
Nofal, O. M., & van de Lindt, J. W. (2020) · Sustainable and Resilient Infrastructure · doi:10.1080/23789689.2020.1722546 · Cited by 102 · see citing works
A Meta-Analysis of the Literature on Climate Change and Migration
Beine, M. A. R., & Jeusette, L. (2018) · Journal of Demographic Economics · doi:10.1017/dem.2019.22 · Cited by 142 · see citing works
Climate shocks and the timing of migration from Mexico
Nawrotzki, R., & DeWaard, J. (2016) · Population and Environment · doi:10.1007/s11111-016-0255-x · Cited by 95 · see citing works
Adams, H., & Kay, S. (2019) · Environmental Science & Policy · doi:10.1016/j.envsci.2018.10.015 · Cited by 104 · see citing works
Climate Change, Human Health, and Social Stability: Addressing Interlinkages
Sellers, S. P., Ebi, K., & Hess, J. (2019) · Environmental Health Perspectives · doi:10.1289/ehp4534 · Cited by 59 · see citing works
Health and migration in the context of a changing climate: a systematic literature assessment
Schwerdtle, P. N., McMichael, C., Mank, I., Sauerborn, R., Danquah, I., & Bowen, K. J. (2020) · Environmental Research Letters · doi:10.1088/1748-9326/ab9ece · Cited by 94 · see citing works
“…of scholarship and research on climate change and migration, which dates back three decades (Tickell 1990, Myers 1993, Myers 2002, Gemenne 2011, Marchiori and Schumacher 2011, Gray and Mueller 2012, Bohra-Mishra et al 2014, Mcleman 2014, Zickgraf et al 2016, Grace et al 2018, Piguet et al 2018).”
BackgroundSensitivity of grain yields to historical climate variability in India
Davis, K. F., Chhatre, A., Rao, N. D., Singh, D., & DeFries, R. (2019) · Environmental Research Letters · doi:10.1088/1748-9326/ab22db · Cited by 98 · see citing works
Chowdhury, M. A., Hasan, M. K., Hasan, M. R., & Younos, T. B. (2020) · Heliyon · doi:10.1016/j.heliyon.2020.e05018 · Cited by 98 · see citing works
Trapped in Place? Segmented Resilience to Hurricanes in the Gulf Coast, 1970–2005
LOGAN, J. R., Issar, S., & Xu, Z. (2016) · Demography · doi:10.1007/s13524-016-0496-4 · Cited by 93 · see citing works
Bhatta, G. D., & Aggarwal, P. K. (2015) · Climate and Development · doi:10.1080/17565529.2015.1016883 · Cited by 93 · see citing works
What do we know about UK household adaptation to climate change? A systematic review
Porter, J. J., Dessai, S., & Tompkins, E. L. (2014) · Climatic Change · doi:10.1007/s10584-014-1252-7 · Cited by 94 · see citing works
Human mobility intentions in response to heat in urban South East Asia
Zander, K. K., Richerzhagen, C., & Garnett, S. T. (2019) · Global Environmental Change · doi:10.1016/j.gloenvcha.2019.03.004 · Cited by 94 · see citing works
Afifi, T., Milan, A., Etzold, B., Schraven, B., Rademacher-Schulzb, C., Sakdapolrak, P., Reif, A., Geest, K. V. D., & Warner, K. (2016) · Migration and Development · doi:10.1080/21632324.2015.1022974 · Cited by 116 · see citing works
Socio-economic consequences of post-disaster reconstruction in hazard-exposed areas
McCaughey, J. W., Daly, P., Mundir, I., Mahdi, S., & Patt, A. (2018) · Nature Sustainability · doi:10.1038/s41893-017-0002-z · Cited by 90 · see citing works
Gray, C., Frankenberg, E., Gillespie, T., Sumantri, C. S., & Thomas, D. (2014) · Annals of the Association of American Geographers · doi:10.1080/00045608.2014.892351 · Cited by 90 · see citing works
Self-citationRadel, C., Schmook, B. I., Carte, L., & Márdero, S. (2017) · World Development · doi:10.1016/j.worlddev.2017.04.023 · Cited by 100 · see citing works
Erman, A., Robbe, S. A. D. V., Thies, S., Kabir, K., & Maruo, M. (2021) · The World Bank Open Knowledge Repository (World Bank) · doi:10.1596/35202 · Cited by 90 · see citing works
Climatic Factors as Determinants of International Migration: Redux
Beine, M. A. R., & Parsons, C. R. (2017) · CESifo Economic Studies · doi:10.1093/cesifo/ifx017 · Cited by 89 · see citing works
Validating Migration Responses to Flooding Using Satellite and Vital Registration Data
Chen, J. J., Mueller, V., Jia, Y., & Tseng, S. K.-H. (2017) · American Economic Review · doi:10.1257/aer.p20171052 · Cited by 87 · see citing works
Self-citationKhan, K. A., Zaman, K., Shoukry, A. M., Sharkawy, A., Gani, S. H., Sasmoko, S., Ahmad, J., Khan, A. A., & Hishan, S. S. (2019) · Environmental Science and Pollution Research · doi:10.1007/s11356-019-04755-5 · Cited by 88 · see citing works
Etzold, B., Ahmed, A. U., Hassan, S. R., & Neelormi, S. (2013) · Climate and Development · doi:10.1080/17565529.2013.833078 · Cited by 81 · see citing works
Flood-Exposure is Associated with Higher Prevalence of Child Undernutrition in Rural Eastern India
Rodriguez-Llanes, J. M., Ranjan-Dash, S., Mukhopadhyay, A., & Guha‐Sapir, D. (2016) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph13020210 · Cited by 81 · see citing works
Perceptions of environmental change and migration decisions
Koubi, V., Stoll, S., & Spilker, G. (2016) · Climatic Change · doi:10.1007/s10584-016-1767-1 · Cited by 87 · see citing works
Rural Outmigration, Natural Capital, and Livelihoods in South Africa
Hunter, L. M., Nawrotzki, R., Leyk, S., Maclaurin, G. J., Twine, W. C., Collinson, M., & Erasmus, B. F. N. (2013) · Population Space and Place · doi:10.1002/psp.1776 · Cited by 78 · see citing works
Poverty And Natural Disasters — A Qualitative Survey Of The Empirical Literature
Karim, A., & Noy, I. (2016) · The Singapore Economic Review · doi:10.1142/s0217590816400014 · Cited by 73 · see citing works
Motives to Remit: Evidence from Tracked Internal Migrants in Ethiopia
de Brauw, A., Mueller, V., & Woldehanna, T. (2013) · World Development · doi:10.1016/j.worlddev.2013.04.008 · Cited by 77 · see citing works
Self-citationDroughts augment youth migration in Northern Latin America and the Caribbean
Báez, J. E., Caruso, G. D., Mueller, V., & Niu, C. (2016) · Climatic Change · doi:10.1007/s10584-016-1863-2 · Cited by 77 · see citing works
Self-citationGlobal warming and urbanization
Helbling, M., & Meierrieks, D. (2022) · Journal of Population Economics · doi:10.1007/s00148-022-00924-y · Cited by 78 · see citing works
Heterogeneous climate effects on human migration in Indonesia
Thiede, B. C., & Gray, C. (2016) · Population and Environment · doi:10.1007/s11111-016-0265-8 · Cited by 76 · see citing works
Self-citationClimate shocks and migration: an agent-based modeling approach
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., et al. (2016) · Population and Environment · doi:10.1007/s11111-016-0254-y · Cited by 75 · see citing works
Structure and agency in development-induced forced migration: the case of Brazil’s Belo Monte Dam
Randell, H. (2015) · Population and Environment · doi:10.1007/s11111-015-0245-4 · Cited by 74 · see citing works
- Authors
- Gray, C. L., & Mueller, V.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- International Food Policy Research Institute (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2012-04-02
- Volume
- 109
- Issue
- 16
- Pages
- 6000-6005
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC3341015
- OpenAlex
- W1976473400
- Cited by
- 687
- References
- 57
- Citations by year
- 2026: 57 · 2025: 51 · 2024: 63 · 2023: 73 · 2022: 67 · 2021: 64 · 2020: 70 · 2019: 56 · 2018: 41 · 2017: 30 · 2016: 47 · 2015: 19 · 2014: 25 · 2013: 15 · 2012: 9
- FWCI
- 71.49
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- IFPRI E-brary (International Food Policy Research Institute) (submittedVersion)
- CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research) (submittedVersion, other-oa)
- International Food Policy Research Institute (International Food Policy Research Institute) (submittedVersion)
- UNC Libraries
- Funders
- National Institutes of Health (2r24hd050924-06)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R24 HD-050924, R00HD061752)
- Topics
- Social Sciences › Sociology and Political Science › Climate Change, Adaptation, Migration
- Social Sciences › Transportation › Earthquake and Disaster Impact Studies
- Social Sciences › Sociology and Political Science › Hydropower, Displacement, Environmental Impact
- Keywords
- natural disasters, human mobility, climate change, floods, crop failure, rural migration, long-distance migration, disaster-induced migration, vulnerable families, women, poverty, adaptive capacity, Bangladesh
- MeSH terms
- Adolescent, Adult, Bangladesh, Disasters, Emigration and Immigration, Family Characteristics, Female, Humans, Longitudinal Studies, Male, Population Dynamics, Rural Population, Time Factors, Multivariate Analysis, Young Adult, Floods, Climate Change
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