The DOI matches its Crossref record; 55 of the 57 references it cites were found in a registry or an index.
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.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“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
The cited source says what the claim attributes to it.
In the citing paper
“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
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
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 14,964
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
Huber, P. J. (1981) · Wiley Series in Probability and Statistics · doi:10.1002/0471725250 · Cited by 7,066
At Risk: Natural Hazards, People's Vulnerability and Disasters
Wisner, B., Blaikie, P. M., Cannon, T., & Davis, I. J. (1994) · Cited by 6,286
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
Mackay, A. W. (2008) · Journal of Environmental Quality · doi:10.2134/jeq2008.0015br · Cited by 5,592
Rural Livelihoods and Diversity in Developing Countries
Ellis, F. (2000) · doi:10.1093/oso/9780198296959.001.0001 · Cited by 3,999
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
Event History Analysis : Regression for Longitudinal Event Data
Allison, P. (1984) · Sage eBooks · doi:10.4135/9781412984195 · Cited by 2,883
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
Research works printed but not linked: 1
- A Findlay, A Geddes Migration and Climate Change, eds E Piguet, A Pécoud, P Guchteneire (Cambridge University Press, Cambridge, UK), pp. 138–159 (2011).
Cited by
Sorted by citations
Items 401–500 of 683
İKLİM DEĞİŞİKLİĞİNE BAĞLI ÇEVRESEL BOZULMANIN GÖÇ KARARINA ETKİSİ: GENEL BİR BAKIŞ
An, N., Turp, M. T., & Kurnaz, M. L. (2021) · Ege coğrafya dergisi :/Ege coğrafya dergisi · doi:10.51800/ecd.932879 · Cited by 9
Zhang, X., & Yan, B. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-21561-8 · Cited by 6
“Most future climate migration were predicted to be domestic and intraregional, as international migration was very rare (Gray and Wise 2016), and the effects of climate change on migration were sometimes greater in short-term migration (Gray and Mueller 2012).”
BackgroundHow does perceived environmental pollution affect migration interests: adapt or flee?
Zhou, Y., Yuan, B., Liang, B., Cui, Q., Zhang, S., & He, J. (2022) · Applied Economics · doi:10.1080/00036846.2022.2102130 · Cited by 7
“Nevertheless, the existing literature mainly focuses on the impacts of disasters (Gray and Mueller 2012) and climate change (Feng, Krueger, and Oppenheimer 2010; Grace et al. 2018), while less attention has been paid to environmental pollution.”
BackgroundThe mediating role of residential time perspective between regional decline and place attachment
HATORI, T., SHIRAYANAGI, H., & Matsumura, N. (2023) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2023.102022 · Cited by 7
Langlois, B. K., Beaulac, L., Berry, K., Anyanwu, O. A., Simpson, R., Ismanto, A., Koch, M., de Perez, E. C., Griffin, T. S., & Naumova, E. N. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20095706 · Cited by 7
“In one of the first robust analyses using longitudinal data to examine flood related migration in rural Bangladesh, researchers found flooding to have a minimal impact, while non-flood related crop failure had a large effect [19,20].”
BackgroundResultMaclaurin, G. J., Leyk, S., & Hunter, L. M. (2015) · Transactions in GIS · doi:10.1111/tgis.12134 · Cited by 7
“Substantively, SES exhibits a positive association with temporary outmigration consistent with research in some regions that demonstrate the necessity of household assets to support migration’s costs (e.g. Gray and Mueller 2012).”
BackgroundMoving the Conversation on Climate Change and Inequality to the Local
Teller, A. S. (2016) · Sociology of Development · doi:10.1525/sod.2016.2.1.25 · Cited by 9
Kaundert, M., & Masys, A. J. (2018) · Advanced sciences and technologies for security applications · doi:10.1007/978-3-319-78021-4_5 · Cited by 7
World Bank Group (2015) · World Bank, Washington, DC eBooks · doi:10.1596/23101 · Cited by 7
Trapped by climate change? (In)voluntary immobility in Bangladesh
Freihardt, J. (2025) · Regional Environmental Change · doi:10.1007/s10113-025-02452-3 · Cited by 6
“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).”
Climatic Variability and Internal Migration in Asia: Evidence from Big Microdata
Thiede, B. C., Robinson, A., & Gray, C. (2024) · Population and Development Review · doi:10.1111/padr.12612 · Cited by 13
“For example, Gray and Mueller (2012) found that drought exposures in Ethiopia increase men’s labor migration, especially among land-poor households.”
Self-citationAlhassan, I., Teklehaimanot, A., Solomon, N., Gufi, Y., Gebre, M. B., Birhane, K., & Eze, E. I. (2025) · Discover Agriculture · doi:10.1007/s44279-025-00272-x · Cited by 6
“This supports Gray and Mueller [54], who found that migration is often a strategy of last resort when other adaptation measures are insufficient.”
Change in extreme precipitation events: Exposure and vulnerability in the Poyang Lake Basin, China
Zhan, M., Wu, Q., Zhan, L., & Xin, J. (2023) · Frontiers in Earth Science · doi:10.3389/feart.2023.1125837 · Cited by 6
Climate Change and the Geography of the U.S. Economy
Francisco, F. R. B. O. S., Leduc, S., Wilson, D. J., & Francisco, F. R. B. O. S. (2023) · Federal Reserve Bank of San Francisco, Working Paper Series · doi:10.24148/wp2023-17 · Cited by 6
“Environmental Protection Agency (2017), Carleton & Hsiang (2016), Desmet & RossiHansberg (2015), and Partridge et al.”
BackgroundResultInfluentialJennath, A., & Paul, S. K. (2024) · Climate Policy · doi:10.1080/14693062.2024.2385492 · Cited by 7
Climatic Shocks and Internal Migration
Abel, G., Muttarak, R., & Stephany, F. (2022) · World Bank, Washington, DC eBooks · doi:10.1596/36886 · Cited by 6
Rocha, J., Gomes, E., Boavida-Portugal, I., Viana, C. M., Truong‐Hong, L., & Phan, A. T. (2022) · IntechOpen eBooks · doi:10.5772/intechopen.100705 · Cited by 7
Abu, M., Atiglo, D. Y., Tagoe, C. A., & Codjoe, S. N. A. (2022) · Frontiers in Climate · doi:10.3389/fclim.2022.975650 · Cited by 7
“Finally, populations whose main livelihood is ecosystem-based get trapped in this situation because the impacts of climate-related hazards may undermine household resources required to undertake migration (Gray and Mueller, 2012).”
BackgroundResultSalinization of the Bangladesh Delta worsens economic precarity
Chen, J., Mueller, V., Durand, F., Lisco, E., Zhong, Q., Sherin, V. R., & Islam, A. K. M. S. (2022) · Population and Environment · doi:10.1007/s11111-022-00411-2 · Cited by 6
“The latter is only feasible if the environmental stressor is not widespread, affecting employment opportunities in nearby towns (Gray & Mueller, 2012).”
BackgroundSelf-citationAhmed, K. J., Haq, S. M. A., & Hyder, M. B. (2023) · Frontiers in Environmental Science · doi:10.3389/fenvs.2023.1160394 · Cited by 7
Human Migration in a Changing Climate
Gray, C. (2012) · Global Environmental Politics · doi:10.1162/glep_r_00157 · Cited by 6
Self-citationHigher education enrolment in Bangladesh: does the wage premium matter?
Ahmed, S., & McGillivray, M. (2019) · Applied Economics · doi:10.1080/00036846.2019.1624917 · Cited by 6
“…of Bangladeshi households is generally confirmed in the literature even in the presence of natural disasters, namely, flooding or crop failure (Gray and Mueller 2012); (b) information on young people is reported as the children or relative of the household head and the spouse (including…”
BackgroundEconomic Resilience and Regional Disparities: The Value Added of Spatial Analysis
Siano, R. D., Sciabolazza, V. L., & Sapio, A. (2020) · SpringerBriefs in regional science · doi:10.1007/978-3-030-54588-8_2 · Cited by 8
Climate Change, Debate and Dimensions of Coping Strategies
Haq, S. M. A., Ahmed, K. J., Islam, M. N., Hussain, A. H. M. B., & Islam, M. (2021) · Springer eBooks · doi:10.1007/978-3-030-22759-3_16-1 · Cited by 6
Post-Disaster Mobilities: Exploring Household Relocation after the Canterbury Earthquakes
Dickinson, S. (2013) · UC Research Repository (University of Canterbury) · doi:10.26021/8124 · Cited by 6
Thiede, B. C., Robinson, A., & Gray, C. (2022) · doi:10.31235/osf.io/hxv35 · Cited by 6
Self-citationDoes Climate Variability Influence Internal Migration Flows in Senegal? An Empirical Analysis
Diallo, A. (2024) · The Journal of Environment & Development · doi:10.1177/10704965241258075 · Cited by 5
Choosing to protect: public support for flood defense over relocation in climate change adaptation
Freihardt, J., Buntaine, M. T., & Bernauer, T. (2024) · Environmental Research Letters · doi:10.1088/1748-9326/ad6781 · Cited by 5
“…risk of flooding often prefer to stay where they are because of their social or cultural ties to those places, or because of concerns about the long-term social and economic consequences of relocation (Gray and Mueller 2012, Laurice Jamero et al 2017, Seebauer and Winkler 2020, Bower et al 2023).”
Xu, F., Ye, X., & Xiang, S. (2024) · Journal of Urban Planning and Development · doi:10.1061/jupddm.upeng-4849 · Cited by 5
Storms, early education and human capital
Pelli, M., & Tschopp, J. (2024) · Journal of Environmental Economics and Management · doi:10.1016/j.jeem.2024.103104 · Cited by 6
Economic inequality is a crucial determinant of observed patterns of environmental migration
Best, K. B., Gilligan, J. M., & Mallick, B. (2025) · Communications Earth & Environment · doi:10.1038/s43247-025-02177-5 · Cited by 7
“Environmentalshocks,suchasdroughtsorheat-waves,thataffectcrop yieldshavemuchstrongerin fl uence than fl ood disasters on migration from rural communities in Bangladesh and Pakistan 38,39 .”
Do floods scare off residents?
Berlemann, M., Methorst, J., & Thum, M. (2022) · Economics Letters · doi:10.1016/j.econlet.2022.110942 · Cited by 5
Does Environmental Change Affect Migration Especially into the EU?
Moawad, D. (2024) · Social Sciences · doi:10.3390/socsci13030160 · Cited by 5
Effects of extreme climate events and child mortality on total fertility rate in Bangladesh
Haq, S. M. A., Chowdhury, M. A. B., Ahmed, K. J., & Uddin, M. J. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e35087 · Cited by 6
“Floods have a considerable impact on the demographic mobility of poor people living in flood-prone areas [17] and can influence contraceptive use [18].”
Disaster research: surveying displaced populations
Pennell, B., Deshmukh, Y., Kelley, J., Maher, P., Wagner, J. R., & Tomlin, D. (2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781139381635.009 · Cited by 5
The evolution and impacts of Graeme Hugo’s environmental migration research
Gamlen, A., Bardsley, D. K., & Wall, J. (2018) · Population and Environment · doi:10.1007/s11111-018-0298-2 · Cited by 6
Environmental Migration in Latin America
Simon, D. H., & Riosmena, F. (2022) · International handbooks of population · doi:10.1007/978-3-030-76433-3_11 · Cited by 6
Epstein, A., Harris, O., Benmarhnia, T., Camlin, C. S., & Weiser, S. D. (2023) · BMC Public Health · doi:10.1186/s12889-023-15264-z · Cited by 5
“Gray CL, Mueller V. Natural disasters and population mobility in Bangladesh.”
BackgroundRecruitment and retention of participants in longitudinal studies after a natural disaster
McLeod, G. F. H., Horwood, L. J., Darlow, B. A., Boden, J. M., Martin, J., Spittlehouse, J. K., Carter, F. A., Jordan, J., Porter, R., Bell, C., et al. (2021) · Longitudinal and Life Course Studies · doi:10.1332/175795921x16168462584238 · Cited by 5
Climate Change and Migration: A Dynamic Model
Mason, C. F. (2017) · CESifo Economic Studies · doi:10.1093/cesifo/ifx003 · Cited by 5
Migration and Climate Change in Rural AfricaPreprint
Cattaneo, C., & Massetti, E. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2596600 · Cited by 6
“Weather adversities in Gray and Mueller (2012a) do not influence mobility, likely because the shocks decrease available resources for migration.”
How Do Immigrants Promote Exports? Networks, Knowledge, DiversityPreprint
Orefice, G., Hillel Rapoport, C., & Santoni, G. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3925320 · Cited by 5
100 important questions about Bitcoin’s energy use and ESG impactsPreprint
Rudd, M. A. (2022) · Research Square · doi:10.21203/rs.3.rs-2200238/v1 · Cited by 5
Environmental Change and Migration Aspirations: Evidence from BangladeshPreprint
Koubi, V., Freihardt, J., & Rudolph, L. (2022) · doi:10.31235/osf.io/h5q9y · Cited by 5
Ha, H. J., & Long, J. (2025) · Computers Environment and Urban Systems · doi:10.1016/j.compenvurbsys.2025.102286 · Cited by 4
Impacts of Climate Variation on Rural Populations: Evidence from Vietnam
Hiền, N. M., Kien, N. D., & Kawabata, K. (2023) · Development Studies Research · doi:10.1080/21665095.2023.2202823 · Cited by 4
“It is consistent with the fi ndings of Gray and Mueller (2012a) and Koubi et al. (2016).”
BackgroundResultPerception and Impact of Climate Change on Human Migration: A Study in Northern Nigeria
Halliru, S. L., Ibrahim, Y. E.-L., Abdulrashid, L., & Hashidu, U. S. (2024) · Springer eBooks · doi:10.1007/978-981-97-3870-0_12 · Cited by 4
Gendered Effects of Climate Shock on Welfare: The Roles of Remittance and Mobile Money in Somalia
Mesfin, H., & Ahmed, M. H. (2025) · Review of Development Economics · doi:10.1111/rode.13207 · Cited by 3
Climate Change, Vulnerability, and the Propensity for Climate Migration: Evidence from Guatemala
Maboudi, T., Eisenstadt, T. A., Arce, M., Feoli, L., & Palacios, F. A. G. (2025) · Global Environmental Politics · doi:10.1162/glep_a_00780 · Cited by 4
“Using a longitudinal data set, Gray and Mueller (2012) take the opposite argument, mainly that disaster events, by reducing the resources available to households, make it less likely for individuals to migrate.”
How Do Immigrants Promote Exports?
Orefice, G., Hillel Rapoport, C., & Santoni, G. (2025) · Journal of Development Economics · doi:10.1016/j.jdeveco.2024.103443 · Cited by 6
Nature dependence and seasonality change perceptions for climate adaptation and mitigation
Islam, M., Kotani, K., & Managi, S. (2023) · Economic Analysis and Policy · doi:10.1016/j.eap.2023.11.001 · Cited by 5
Climate Change and Uncharted Social Challenge in Existing Urban Setup in Bangladesh
Ahsan, R. (2019) · IntechOpen eBooks · doi:10.5772/intechopen.83409 · Cited by 4
“Among different social and economic adaptation approaches, involuntary migration is notable, especially for vulnerable coastal communities in the developing world [11].”
BackgroundHuman Migration in the Face of Environmental Change: A Global Empirical Approach
Bekaert, E., Ruyssen, I., & Salomone, S. (2020) · United Nations University series on regionalism · doi:10.1007/978-3-030-43942-2_3 · Cited by 5
Predicting Human Mobility during Natural Disasters: A Deep Learning Approach
Deng, H., & Wang, Q. (2020) · ASCE Construction Research Congress (CRC) · doi:10.1061/9780784482858.020 · Cited by 4
Kori, D. S., Francis, J., & Zuwarimwe, J. (2021) · Springer eBooks · doi:10.1007/978-3-030-45106-6_189 · Cited by 4
Spatial Data and Analytical Approaches
Rosenfeld, R. A., & Curtis, K. J. (2022) · International handbooks of population · doi:10.1007/978-3-030-76433-3_6 · Cited by 4
Guha, B., Alif-Al-Maruf, M., Das, A., & Sarker, D. (2023) · GeoJournal · doi:10.1007/s10708-023-10933-3 · Cited by 4
Natural Hazards and Internal Migration: The Role of Transient Versus Permanent ShocksPreprint
Pavel, T., Hasan, S. A., Halim, N., & Mozumder, P. (2018) · SSRN Electronic Journal · doi:10.2139/ssrn.3254878 · Cited by 4
“For example, Gray and Mueller (2012) observed modest effect of flooding on internal mobility in Bangladesh.”
Pimentel, L. A. D. S. (2020) · doi:10.11606/t.101.2020.tde-23072020-081804 · Cited by 3
Natural Disasters and Cross-Border Implications
McLean, E. V., & Bas, M. A. (2020) · Oxford Research Encyclopedia of International Studies · doi:10.1093/acrefore/9780190846626.013.550 · Cited by 4
Simini, F., Barlacchi, G., Luca, M., & Pappalardo, L. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2012.00489 · Cited by 4
“…mobility patterns in urban environments 15,20 – 24 , the estimation of city population 25 – 27 , the migration induced by natural disasters, climate change, and con fl icts 28 – 32 , the prediction of traf fi c and crowd fl ows 14,33 – 37 , and the forecasting of the spreading of epidemics 38 – 42 .”
BackgroundEffects of Extreme Weather Events on Internal Migration in Rural Guatemala
Sivisaca, D. C. L., Robalino, J., Cascante, A. C., Imbach, P., & Sandoval, C. (2021) · doi:10.1002/9781119413738.ch9 · Cited by 4
Migration as an adaptation strategy to weather variability
Alem, Y., Maurel, M., & Millock, K. (2018) · Agricultural Adaptation to Climate Change in Africa · doi:10.4324/9781315149776-16 · Cited by 3
“This result is consistent with the hypothesis that severe weather shocks reduce a household’s income and stock of capital so much that the household does not have the resources necessary to migrate.2 The paper that is the most closely related to our paper is Gray and Mueller (2012a).”
BackgroundMethodResultInfluentialFamily Well-Being in the Context of Environmental Migration
Carrico, A. R. (2023) · National symposium on family issues · doi:10.1007/978-3-031-22649-6_4 · Cited by 3
Hurricanes and migration: New evidence from credit bureau microdata
Blonz, J. A., Bowdle, S., & Weill, J. (2025) · Journal of Environmental Economics and Management · doi:10.1016/j.jeem.2025.103180 · Cited by 3
Fussell, E., Burrows, K., & Sastry, N. (2025) · Wiley Interdisciplinary Reviews Climate Change · doi:10.1002/wcc.70031 · Cited by 4
“For example, panel surveys have been used to study the effects of exposure to repeated disasters on migration, an outcome that is best studied by following individuals over time (e.g., Elliott and Howell 2017; Gray and Mueller 2012).”
A real-options analysis of climate change and international migration
Braun, M. (2023) · Environment and Development Economics · doi:10.1017/s1355770x23000013 · Cited by 4
Migrant selection and sorting during the Great American Drought
Sichko, C. (2024) · World Development · doi:10.1016/j.worlddev.2024.106632 · Cited by 4
Husain, T. (2024) · Journal of Aggression Conflict and Peace Research · doi:10.1108/jacpr-04-2024-0900 · Cited by 3
Modeling Multi-Level Patterns of Environmental Migration in Bangladesh: An Agent-Based Approach
Best, K. B., Gilligan, J. M., & Qu, A. (2021) · Winter Simulation Conference · doi:10.1109/wsc52266.2021.9715380 · Cited by 3
Wesselbaum, D. (2023) · Letters in Spatial and Resource Sciences · doi:10.1007/s12076-022-00323-7 · Cited by 3
“Further, Gray and Mueller (2012), again for Bangladesh, find that crop failure has an effect on migration in a sample of 1,700 households between 1990 and 2004.”
BackgroundSarker, B., Alam, M., & Uddin, M. J. (2024) · Health Science Reports · doi:10.1002/hsr2.2002 · Cited by 3
Abe, T., Yoshimura, H., Saito, H., Murakami, M., Higuchi, A., Moriyama, N., Amir, I., Ito, N., Ozaki, A., Sawano, T., et al. (2024) · Journal of Radiation Research · doi:10.1093/jrr/rrae024 · Cited by 3
“In the case of Bangladesh and the Great Hanshin-AwajiEarthquakeof1995,thedisplacementoffrailwomenwasrelated to the impact of natural disasters [42, 43].”
Wu, W., Peng, L., Tan, J., & Yang, G. (2025) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2025.105360 · Cited by 3
Understanding population displacements on location-based call records using road data
Huang, Z., Kumar, U., Bodnar, T. J., & Salathé, M. (2013) · International Workshop on Mobile Geographic Information Systems · doi:10.1145/2534190.2534199 · Cited by 3
“INTRODUCTION Sudden and unprepared nature disasters will cause displacement of large amount of population, which have profound economic and social impacts [7, 13].”
BackgroundInfluentialLife, Health, and Safety of Industrial Workers in Bangladesh
Chowdhury, R., Harshfield, E. L., Roy, S., Flora, M. S., Akram, K. A. H. M., Bhuiya, A., & Ahsan, H. (2014) · Journal of Occupational and Environmental Medicine · doi:10.1097/jom.0000000000000126 · Cited by 3
Yang, D. (2017) · OpenCommons at University of Connecticut (University of Connecticut) · Cited by 3
Air Pollution and Migration: Exploiting a Natural Experiment from the Czech RepublicPreprint
Mikula, Š., & Pytlíková, M. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3996190 · Cited by 3
Khanam, M. I., Khalek, A., Hanifi, S. M. A., & Rasheed, S. (2022) · Research Square · doi:10.21203/rs.3.rs-1234008/v1 · Cited by 3
“In previous studies, researchers explained that those engaged with agriculture often owned land and had better social status and power in the context of rural Bangladesh which probably discourages migration [38, 39].”
BackgroundLetta, M., Montalbano, P., & Paolantonio, A. (2022) · World Bank policy research working paper · doi:10.1596/1813-9450-10082 · Cited by 3
Adams, H. (2012) · UEA Digital Repository (University of East Anglia) · Cited by 3
Rahman, Z., Atún, F., & Martínez, J. A. (2022) · Environment and Urbanization Asia · doi:10.1177/09754253221083089 · Cited by 2
“Many researchers have worked on social vulnerability, disaster risk and disaster management in the context of Bangladesh (see Ahsan & Warner, 2014; Alam & Bhadra, 2019; Barua et al., 2016; Brouwer et al., 2007; Gray & Mueller, 2012; Karim, 1995; Rabby et al., 2019; Uddin et al., 2019).”
BackgroundPrecipitation Shocks, Rural Labor Markets and Migration: Evidence from Iran
Mostafavi-Dehzooei, M. H., & Asadi, G. (2018) · Climate and Development · doi:10.1080/17565529.2024.2324949 · Cited by 3
“Periods of droughts, floods and precipitation shocks are all shown to affect the productivity and income of agrarians in developing countries (Call et al., 2019; Gray & Mueller, 2012; Rose, 2001).”
Capital as an anchor of agricultural employment: Evidence from the 1975 frost
Barsanetti, B. (2024) · Regional Science and Urban Economics · doi:10.1016/j.regsciurbeco.2024.104041 · Cited by 3
Out of the Frying Pan: Climate Change and Internal Migration in Brazil
Brunel, C., & Liu, M. Y. (2020) · World Development · doi:10.1016/j.worlddev.2024.106859 · Cited by 2
Yadav, R. K., Chand, S., & Khan, M. R. (2024) · GeoJournal · doi:10.1007/s10708-024-11267-4 · Cited by 2
“Historically, migration has responded to the pursuit of better economic and social opportunities (McNeill, 1984), influenced by shifting demographic patterns, socioeconomic conditions, and environmental changes (Chauhan, 2012; Gray & Mueller, 2012; Li et al., 2020; Singh, 2019).”
Firm-Level Adaptation to Climate Change in Low- and Middle-Income Countries
Goicoechea, A., & Lang, M. (2025) · The World Bank Research Observer · doi:10.1093/wbro/lkaf001 · Cited by 3
Benazir, B., Nurkhalis, Tursina, T., Fathani, T. F., & Handayani, T. N. (2025) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/1479/1/012041 · Cited by 2
“Additionally, the concept of disaster-induced migration highlights the long-lasting impact of such events on urban development and population distribution [83].”
Environmental migration and race during the Great American Drought, 1935–1940
Sichko, C., Zimran, A., & Howlader, A. (2025) · American Journal of Agricultural Economics · doi:10.1111/ajae.12553 · Cited by 2
Trust Me, Stay: Institutional Trust, Drought Perceptions and Migration
Sánchez‐Carrasco, A., & Hernández‐Albújar, Y. (2025) · International Migration · doi:10.1111/imig.70050 · Cited by 3
Does climate risk influence exchange rates?
Ma, Y., Zhao, W., & Ding, Z. (2025) · Global Finance Journal · doi:10.1016/j.gfj.2025.101203 · Cited by 2
Migratory responses to air pollution reduction: Evidence from large-scale desulfurization programme
Mikula, Š., & Pytlíková, M. (2025) · European Economic Review · doi:10.1016/j.euroecorev.2025.105154 · Cited by 3
It's Raining Babies? Flood Exposures and Fertility in Bangladesh
Thiede, B. C., Chen, J., Mueller, V., Hultquist, C., & Salim, Z. (2025) · Population and Development Review · doi:10.1111/padr.70030 · Cited by 2
“While previous studies have documented the effects of flooding on migration in Bangladesh (Call et al. 2017; Chen et al. 2017; Gray and Mueller 2012), our findings suggest that households also adapt demographically via changing fertility behaviors.”
InfluentialSelf-citationClimate change and labor mobility: A longitudinal study of agricultural households in Indonesia
Hastuti, H., Dartanto, T., Halimatussadiah, A., & Rifin, A. (2025) · World Development Perspectives · doi:10.1016/j.wdp.2025.100750 · Cited by 2
Randolph, G. F. (2026) · doi:10.1093/9780197769119.001.0001 · Cited by 2
Jing, X., Jiang, R., Ge, Y., & An, S. (2026) · Emerging Markets Finance and Trade · doi:10.1080/1540496x.2026.2695873 · Cited by 2
(2019) · Journal of Agriculture and Crops · doi:10.32861/jac.51.1.5 · Cited by 2
Punia, A., Singh, R. P., & Chauhan, N. S. (2023) · Springer eBooks · doi:10.1007/978-3-031-24833-7_4 · Cited by 4
Mager, G., & Faße, A. (2023) · Journal of International Development · doi:10.1002/jid.3834 · Cited by 2
Urban Planning Approach and Production of Counter Architecture: A Case Study of New Market, Khulna
Khan, R., & Podder, A. K. (2023) · Journal of Regional and City Planning · doi:10.5614/jpwk.2023.34.3.5 · Cited by 2
“About 33% of the people in the city are migrants (Gray and Mueller, 2012).”
Background
Metadata
- 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 › Geography, Planning and Development › 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
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review