Studying Displacement After a Disaster Using Large-Scale Survey Methods: Sumatra After the 2004 Tsunami

Understanding of human vulnerability to environmental change has advanced in recent years, but measuring vulnerability and interpreting mobility across many sites differentially affected by change remains a significant challenge. Drawing on longitudinal data collected on the same respondents who were living in coastal areas of Indonesia before the 2004 Indian Ocean tsunami and were reinterviewed after the tsunami, this article illustrates how the combination of population-based survey methods, satellite imagery and multivariate statistical analyses has the potential to provide new insights into vulnerability, mobility, and impacts of major disasters on population well-being. The data are used to map and analyze vulnerability to post-tsunami displacement across the provinces of Aceh and North Sumatra and to compare patterns of migration after the tsunami between damaged areas and areas not directly affected by the tsunami. The comparison reveals that migration after a disaster is less selective overall than migration in other contexts. Gender and age, for example, are strong predictors of moving from undamaged areas but are not related to displacement in areas experiencing damage. In our analyses, traditional predictors of vulnerability do not always operate in expected directions. Low levels of socioeconomic status and education were not predictive of moving after the tsunami, although for those who did move, they were predictive of displacement to a camp rather than a private home. This survey-based approach, although not without difficulties, is broadly applicable to many topics in human–environment research and potentially opens the door to rigorous testing of new hypotheses in this literature.

[1]  L. Sjaastad The Costs and Returns of Human Migration , 1962 .

[2]  J. Peacock Indonesia: An Anthropological Perspective , 1973 .

[3]  Peter J. Huber,et al.  Robust Statistics , 2005, Wiley Series in Probability and Statistics.

[4]  K. Hewitt SEISMIC RISK AND MOUNTAIN ENVIRONMENTS: THE ROLE OF SURFACE CONDITIONS IN EARTHQUAKE DISASTER1 , 1983 .

[5]  Mark R. Rosenzweig,et al.  Consumption Smoothing, Migration, and Marriage: Evidence from Rural India , 1989, Journal of Political Economy.

[6]  Heiko Körner,et al.  The Migration of Labor. , 1992 .

[7]  R. Chambers The Origins and Practice of Participatory Rural Appraisal * ROBERT CHAMBERS ? , 1994 .

[8]  Christopher Udry,et al.  Risk and Insurance in a Rural Credit Market: An Empirical Investigation in Northern Nigeria , 1994 .

[9]  B. Wisner,et al.  At Risk: Natural Hazards, People's Vulnerability and Disasters , 1996 .

[10]  Pajung Surbakti Indonesia's national socio-economic survey : a continual data source for analysis on welfare development , 1995 .

[11]  G. Hugo Environmental concerns and international migration. , 1996, The International migration review.

[12]  J. Siapno The politics of gender, Islam and nation-state in Aceh, Indonesia : a historical analysis of power, co-optation and resistance , 1997 .

[13]  N. Myers,et al.  Environmental Refugees , 1997 .

[14]  A. Fothergill,et al.  Race, ethnicity and disasters in the United States: a review of the literature. , 1999, Disasters.

[15]  F. Deng Guiding Principles on Internal Displacement , 1999, Africa: Selected Documents on Constitutive, Conflict and Security, Humanitarian, and Judicial Issues.

[16]  F. Ellis Rural Livelihoods and Diversity in Developing Countries , 2000 .

[17]  Stefan Dercon,et al.  Assessing vulnerability , 2001 .

[18]  Subhrendu K. Pattanayak,et al.  Do Tropical Forests Provide Natural Insurance? The Microeconomics of Non-Timber Forest Product Collection in the Brazilian Amazon , 2001, Land Economics.

[19]  G. Hugo Pengungsi — Indonesia's Internally Displaced Persons , 2002 .

[20]  N. Myers,et al.  Environmental refugees: a growing phenomenon of the 21st century. , 2002, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[21]  Stefan Dercon,et al.  Income Risk, Coping Strategies, and Safety Nets , 2002 .

[22]  W. Adger,et al.  Social Capital, Collective Action, and Adaptation to Climate Change , 2003 .

[23]  Emmanuel Skoufias,et al.  Economic Crises and Natural Disasters: Coping Strategies and Policy Implications , 2003 .

[24]  D. Turton Conceptualising forced migration , 2003 .

[25]  K. Jacobsen,et al.  The dual imperative in refugee research: some methodological and ethical considerations in social science research on forced migration. , 2003, Disasters.

[26]  D. Filmer Determinants of Health and Education Outcomes Background Note for World Development Report 2004: Making Services Work for Poor People , 2003 .

[27]  James P. Smith,et al.  California Center for Population Research On-Line Working Paper SeriesEconomic shocks, wealth and welfare , 2003 .

[28]  Bruno Schoumaker,et al.  The Impact of Rainfall on the First Out-Migration: A Multi-level Event-History Analysis in Burkina Faso , 2003 .

[29]  David Hutton,et al.  Human vulnerability, dislocation and resettlement: adaptation processes of river-bank erosion-induced displacees in Bangladesh. , 2004, Disasters.

[30]  B. Ripley,et al.  Robust Statistics , 2018, Wiley Series in Probability and Statistics.

[31]  R. Reinikka,et al.  Making Services Work for Poor People , 2004 .

[32]  Bimal Kanti Paul,et al.  Evidence against disaster-induced migration: the 2004 tornado in north-central Bangladesh. , 2005, Disasters.

[33]  J. Borrero,et al.  Field Data and Satellite Imagery of Tsunami Effects in Banda Aceh , 2005, Science.

[34]  Trails of the killer tsunami : A preliminary assessment using satellite remote sensing technique , 2005 .

[35]  T. Bunnell,et al.  RIPPLES OF HOPE: ACEHNESE REFUGEES IN POST‐TSUNAMI MALAYSIA , 2005 .

[36]  L. Hunter,et al.  Migration and Environmental Hazards , 2005, Population and environment.

[37]  B. Kable Mental health. , 2005, Australian family physician.

[38]  Kirsten E. Schulze Insurgency and counter-insurgency: strategy and the Aceh conflict, October 1976 - May 2004 , 2006 .

[39]  T. Halliday Migration, Risk, and Liquidity Constraints in El Salvador , 2006, Economic Development and Cultural Change.

[40]  Amy Luers,et al.  Assessing the Vulnerability of Social-Environmental Systems , 2006 .

[41]  S. Doocy,et al.  Tsunami mortality and displacement in Aceh province, Indonesia. , 2006, Disasters.

[42]  R. Grais,et al.  Are rapid population estimates accurate? A field trial of two different assessment methods. , 2006, Disasters.

[43]  B. G. McAdoo,et al.  Inundation distances and run‐up measurements from ASTER, QuickBird and SRTM data, Aceh coast, Indonesia , 2007 .

[44]  R. Bilsborrow,et al.  Forest Clearing in the Ecuadorian Amazon: A Study of Patterns Over Space and Time , 2007, Population research and policy review.

[45]  P. Billon,et al.  Peace in the wake of disaster? Secessionist conflicts and the 2004 Indian Ocean tsunami , 2007 .

[46]  Yuri Gorokhovich,et al.  Tsunami mortality estimates and vulnerability mapping in Aceh, Indonesia. , 2007, American journal of public health.

[47]  Thomas Plümper,et al.  The Gendered Nature of Natural Disasters: The Impact of Catastrophic Events on the Gender Gap in Life Expectancy, 1981–2002 , 2007 .

[48]  T. Gillespie,et al.  Assessment and prediction of natural hazards from satellite imagery , 2007, Progress in physical geography.

[49]  A. Edwards The State of the World's Refugees: Human Displacement in the New Millennium , 2007 .

[50]  Elizabeth F. Drexler Aceh, Indonesia: Securing the Insecure State , 2008 .

[51]  Jeffrey A. Groen,et al.  Hurricane Katrina Evacuees: Who They Are, Where They Are, and How They Are Faring , 2008 .

[52]  O. Bakewell,et al.  Research Beyond the Categories: The Importance of Policy Irrelevant Research into Forced Migration , 2008 .

[53]  Dean Yang Risk, Migration, and Rural Financial Markets: Evidence from Earthquakes in El Salvador , 2008 .

[54]  E. Aspinall Place the Displacement in the Aceh Conflict , 2008 .

[55]  J. Barnett,et al.  The Hazards of Indicators: Insights from the Environmental Vulnerability Index , 2008 .

[56]  T. Gillespie,et al.  Mental health in Sumatra after the tsunami. , 2008, American journal of public health.

[57]  C. Myers,et al.  Social vulnerability and migration in the wake of disaster: the case of Hurricanes Katrina and Rita , 2008 .

[58]  Krisztina Kis-Katos,et al.  Civil Conflict and Displacement: Village-Level Determinants of Forced Migration in Aceh , 2009 .

[59]  F. Laczko,et al.  Migration, environment and climate change: assessing the evidence. , 2009 .

[60]  S. Cutter Social Science Perspectives on Hazards and Vulnerability Science , 2009 .

[61]  Malathi de Alwis,et al.  Tsunami in a time of war: aid activism and reconstruction in Sri Lanka and Aceh , 2009 .

[62]  Anne M. Riederer,et al.  The Livelihood Vulnerability Index: A pragmatic approach to assessing risks from climate variability and change—A case study in Mozambique , 2009 .

[63]  Return to Aztlan: The Social Process of International Migration from Western Mexico , 2009 .

[64]  T. Gillespie,et al.  Assessment of Natural Hazard Damage and Reconstruction: A Case Study from Band Aceh, Indonesia , 2009 .

[65]  Spatial econometric model of natural disaster impacts on human migration in vulnerable regions of Mexico. , 2009, Disasters.

[66]  G. Stange,et al.  From Rebels to Rulers and Legislators: The Political Transformation of the Free Aceh Movement (GAM) in Indonesia , 2010 .

[67]  D. Sheridan,et al.  Social Vulnerability to Environmental Hazards , 2010 .

[68]  Narayan Sastry,et al.  Race, socioeconomic status, and return migration to New Orleans after Hurricane Katrina , 2010, Population and environment.

[69]  Antje Missbach Separatist Conflict in Indonesia : The Long-Distance Politics of the Acehnese Diaspora , 2011 .

[70]  F. Gemenne Why the numbers don’t add up: A review of estimates and predictions of people displaced by environmental changes , 2011 .

[71]  S. Preston,et al.  Mortality, the Family and the Indian Ocean Tsunami , 2011, Economic journal.

[72]  W. McGuire Managing the risks of extreme events and disasters , 2011 .

[73]  Critical views on the relationship between climate change and migration: some insights from the experience of Bangladesh , 2011 .

[74]  Jean-François Maystadt,et al.  The Impact of Weather Anomalies on Migration in sub-Saharan Africa , 2012 .

[75]  C. Gray,et al.  Natural disasters and population mobility in Bangladesh , 2012, Proceedings of the National Academy of Sciences.

[76]  T. Stocker,et al.  Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation. A Special Report of Working Groups I and II of IPCC Intergovernmental Panel on Climate Change , 2012 .

[77]  T. Stocker,et al.  Managing the risks of extreme events and disasters to advance climate change adaptation. Special report of the Intergovernmental Panel on Climate Change. , 2012 .

[78]  C. Gray,et al.  DROUGHT AND POPULATION MOBILITY IN RURAL ETHIOPIA. , 2012, World development.

[79]  C. Field Managing the risks of extreme events and disasters to advance climate change adaption , 2012 .

[80]  G. Hugo Migration and Climate Change , 2013 .

[81]  Eric Tate,et al.  Uncertainty Analysis for a Social Vulnerability Index , 2013 .

[82]  R. Nawrotzki,et al.  Do Rainfall Deficits Predict U.S.-Bound Migration from Rural Mexico? Evidence from the Mexican Census , 2013, Population research and policy review.

[83]  E. Skoufias,et al.  The impacts of climate variability on household welfare in rural Mexico , 2012, Population and Environment.

[84]  J. Ribot Vulnerability does not just fall from the sky: toward multi-scale pro-poor climate policy , 2013 .

[85]  Etienne Piguet,et al.  From “Primitive Migration” to “Climate Refugees”: The Curious Fate of the Natural Environment in Migration Studies , 2013 .