Hazards & Vulnerability Research Institute (HVRI)


Social Vulnerability Index | Selected Applications of the Usage of SoVI®


Geospatial Risk Assessment Protocol for South Carolina

South Carolina Emergency Management Division

Sea Level Rise Coastal Impacts Viewer

NOAA Coastal Services Center

Exposed: Vulnerability and Climate Change in the US Southeast

Oxfam America

South Carolina County Risk Assessment

South Carolina Emergency Management Division

The Public Health Vulnerability Mapping System

Centers for Disease Control and Prevention, and the Agency for Toxic Substances and Disease Registry

SoVI Norway

Holand,I. , P. Lujala, and J. Rød, 2007. Department of Geography and Department of Economics, Norwegian University of Science and Technology, Trondheim, Norway

California State Hazard Mitigation Plan

California Emergency Management Agency

The SoVI of Central Portugal

De Oliveira Mendes, J. M., 2009. "Social Vulnerability Indexes as Planning Tools: Beyond the Preparedness Paradigm." Journal of Risk Research 12(1): 43-58.

Hurricane Wind Risk Assessment for Miami-Dade County, Florida

Chang, L., 2005. "Hurricane Wind Risk Assessment for Miami-Date County, Florida: A consequence-based engineering methodology."CBE Report for the Mid-America Earthquake (MAE) Center. Texas A&M University.

Natural Hazards Risk Assessment for the State of Colorado

University of Colorado at Denver, 2004


SoVI and Climate Change: Planning for North Carolina’s Future: 2010 Climate Change Adaptation Workshop.

SoVI at the 2009 Integrated Medical, Public Health, Preparedness, and Response Training Summit.

SoVI on the Hill.

Dr. Cutter testifies on the role of social science research in disaster preparedness and response before the Subcommitte on Research (Searl No. 109-32, November 2006).

SoVI on the Emergency Information Infrastructure Partnership's Virtual Forum.

SoVI at the First Annual DHS University Network Summit on Research and Education, Oak Ridge Associated Universities.

Sensitivity Analysis of SoVI at the 2nd Summer Academy on Megacities organized by UNU-EHS and MunichRe Foundation.

Coastal Pressures and SoVI at the Disasters Roundtable at the National Academies.


Discussions of SoVI:

Levine, J. N., 2007. "Population displacement and housing dilemmas due to catastrophic dissaters," Journal of Planning Literature 22(1): 3-15.

Lowe, C. J., M. Haklay, P. Longley, and W. J. McGuire, 2007. "Understanding disaster risk on voclanic islands: a research agenda," Presented at the Geographical Information Science Research Conference (GISRUK), April 11-13, 2007, Maynooth, Ireland.

Kumpulainen, S., 2006. "Vulnerability concepts in hazard and risk assessments," in P. Schmidt-Thomé (ed.), Natural and Technological Hazards and Risks Affecting the Spatial Development of European Regions, Geological Survey of Finland, Special Paper 42: 65-74.

Publications referencing Cutter et al. (2003):

Adger, W. N., 2006. “Vulnerability,” Global Environmental Change-Human and Policy Dimensions 16(3): 268-281.

Adger, W. N., H. Eakin, and A. Winkels, 2008. “Nested and teleconnected vulnerabilities to environmental change,” Frontiers in Ecology and the Environment 7:150-157.

Ashley, W. S., 2007. "Spatial and temporal analysis of tornado fatalities in the United States: 1880-2005," Weather And Forecasting 22 (6):1214-1228.

Bakker, K., 2005. "Katrina: The public transcript of 'disaster'," (guest editorial) Environment And Planning D 23 (6):795-802.

Belliveau, S., B. Smit, and B. Bradshaw, 2006. "Multiple exposures and dynamic vulnerability: Evidence from the grape industry in the Okanagan Valley, Canada," Global Environmental Change 16 (4):364-378.

Birkmann, J. (ed), 2006. Measuring Vulnerability to Natural Hazards. Tokyo: United Nations University Press.

Bryant, D. L., and M. D. Abkowitz, 2007. "Development of a terrestrial chemical spill management system," Journal Of Hazardous Materials 147 (1-2):78-90.

Burningham, K., J. Fielding, and D. Thrush, 2008. "'It'll never happen to me': understanding public awareness of local flood risk," Disasters 32 (2):216-238.

Cigler, B. A., 2007. "The "Big Questions" of Katrina and the 2005 great flood of New Orleans," Public Administration Review 67:64-76.

Costanza, R., W. J. Mitsch, and J. W. Day, 2006. "Creating a sustainable and desirable New Orleans," Ecological Engineering 26 (4):317-320.

Costanza, R., W. J. Mitsch, and J. W. Day, 2006. "A new vision for New Orleans and the Mississippi delta: applying ecological economics and ecological engineering," Frontiers In Ecology And The Environment 4 (9):465-472.

Crozier, M., J. McClure, J. Vercoe, and M. Wilson, 2006. "The effects of hazard zone information on judgments about earthquake damage," Area 38 (2):143-152.

Curtis, A., J. W. Mills, and M. Leitner, 2007. "Katrina and vulnerability: The geography of stress," Journal Of Health Care For The Poor And Underserved 18 (2):315-330.

Cutter, S. L., L. Barnes, M. Berry, C. Burton, E. Evans, E. Tate, and J. Webb, 2008. “A place-based model for understanding community resilience to natural disasters,” Global Environmental Change 18(4):598-606.

Cutter, S. L., C. G. Burton, and C. T. Emrich, 2010. "Disaster resilience indicators for benchmarking baseline conditions," Journal of Homeland Security and Emergency Management, 7(1), Article 51.

De Andrade, M., C. F. Szlafsztein, P. Souza, A. Araujo, and M. Gomes, 2010. “A socioeconomic and natural vulnerability index for oil spills in an Amazonian harbor: A case study using GIS and remote sensing,” Journal of Environmental Management 91(10):1972-1980.

Denberg, T. D., F. J. Kim, R. C. Flanigan, D. Fairclough, B. L. Beaty, J. F. Steiner, and R. M. Hoffman, 2006. "The influence of patient race and social vulnerability on urologist treatment recommendations in localized prostate carcinoma," Medical Care 44 (12):1137-1141.

Denberg, T. D., and J. F. Steiner, 2007. "Vulnerability - More than a construct, a clinical reality: Response to Denberg et al, December 2006 Medical Care - Response to letter from Dr. Gregory D. Stevens," Medical Care 45 (3):275-276.

Deressa, T., R. M. Hassan, and C. Ringler, 2008. “Measuring Ethiopian farmers’ vulnerability to climate change across regional states,” International Food Policy Research Institute Discussion Paper 00806 pp 1-19, Washington DC: IFPRI.

Ebert, A., Kerle, N., and A. Stein, 2009. “Urban social vulnerability assessment with physical proxies and spatial metrics derived from air- and spaceborne imagery and GIS data,” Natural Hazards 48(2):275-294.

Eakin, H., and L. A. Bojorquez-Tapia, 2008. "Insights into the composition of household vulnerability from multicriteria decision analysis," Global Environmental Change 18 (1):112-127.

Eakin, H., and A. L. Luers, 2006. "Assessing the vulnerability of social-environmental systems," Annual Review of Environment and Resources 31:365-394.

Eriksen, S. H. and P. M. Kelly, 2007. “Developing credible vulnerability indicators for climate adaptation policy assessment,” Mitigation and Adaptation Strategies for Global Change 12(4):495-524.

Farber, D. A. and J. Chen (eds), 2006. Disasters and the Law. New York, NY: Aspen Publishers.

Fekete, A., 2009. “Validation of a social vulnerability index in context to river-floods in Germany,” Natural Hazards Earth Systems Science 9:393-403.

Fielding, J. and K. Buckingham, 2005. “Environmental inequality and flood hazard,” Local Environment 10(4):379-395.

Fielding, J., 2007. "Environmental injustice or just the lie of the land: an investigation of the socio-economic class of those at risk from flooding in England and Wales," Sociological Research Online 12 (4).

Finch, C., C. T. Emrich, and S. L. Cutter, 2010. “Disaster disparities and differential recovery in New Orleans,” Population and Environment 31(4):179-202.

Flint, C. G., and A. E. Luloff, 2005. "Natural resource-based communities, risk, and disaster: An intersection of theories," Society & Natural Resources 18 (5):399-412.

Fothergill, A. and L. Peek, 2006. “Surviving catastrophe: A study of children in Hurricane Katrina,” pp 97-129 in Learning from Catastrophe: Quick Response Research in the Wake of Hurricane Katrina. Boulder, CO: Institute of Behavioral Science, University of Colorado.

Gardoni, P. and C. Murphy, 2010. “Gauging the societal impacts of natural disasters using a capability approach,” Disasters 34(3):619-636.

Gbetibouo, G. A., C. Ringler, and R. Hassan, 2010. “Vulnerability of the South African farming sector to climate change and variability: An indicator approach,” Natural Resources Forum 34(3):175-187.

Greiving, S., M. Fleischauer, and J. Luckenkotter, 2006. “A Methodology for an integrated risk assessment of spatially relevant hazards,” Journal of Environmental Planning and Management 49(1):1-19.

Harlan, S. L., A. J. Brazel, L. Prashad, W. L. Stefanov, and L. Larsen, 2006. "Neighborhood microclimates and vulnerability to heat stress," Social Science & Medicine 63 (11):2847-2863.

Hufschmidt, G., M. Crozier, and T. Glade, 2005. "Evolution of natural risk: research framework and perspectives," Natural Hazards And Earth System Sciences 5 (3):375-387.

Hufschmidt, G., and M. J. Crozier, 2008. "Evolution of natural risk: analyzing changing landslide hazard in Wellington, Aotearoa/New Zealand," Natural Hazards 45 (2):255-276.

Kumpulainen, S., 2006, “Vulnerability concepts in hazard and risk assessment,” Geoloigcal Survey of Finland Special Paper 42: 65-74.

Lahiri-Dutt, K., 2007. "Like the drifting grains of Sand: Vulnerability, security and adjustment by communities in the charlands of the Damodar river, India," South Asia-Journal Of South Asian Studies 30 (2):327-349.

Leichenko, R. M. and K. L. O’Brien, 2008. Environmental Change and Globalization: Double Exposures. New York, NY: Oxford University Press.

Levine, J. N., A. M. Esnard, and A. Sapat, 2007. "Population displacement and housing dilemmas due to catastrophic disasters," Journal Of Planning Literature 22 (1):3-15.

Li, F. Y., J. Bi, J. Huang, C. S. Qu, J. Yang, Q. M. Bu, 2010. “Mapping human vulnerability to chemical accidents in the vicinity of chemical industry parks,” Journal of Hazardous Materials 179(1):500-506.

Lin, S. Y., D. G. Shaw, and M. C. Ho, 2008. "Why are flood and landslide victims less willing to take mitigation measures than the public?" Natural Hazards 44 (2):305-314.

Manyena, S. B., 2006. “The concept of resilience revisited,” Disasters 30(4):434-450.

Masuda, J. R., and T. Garvin, 2006. "Place, culture, and the social amplification of risk," Risk Analysis 26 (2):437-454.

Negri, A. J., N. Burkardt, J. H. Golden, J. B. Halverson, G. J. Huffman, M. C. Larsen, J. A. McGinley, R. G. Updike, J. P. Verdin, and G. F. Wieczorek, 2005. "The hurricane-flood-landslide continuum," Bulletin Of The American Meteorological Society 86 (9):1241-1247.

Norris, F. H., S. P. Stevens, B. Pfefferbaum, K. F. Wyche, and R. L. Pfefferbaum, 2008. "Community resilience as a metaphor, theory, set of capacities, and strategy for disaster readiness," American Journal Of Community Psychology 41 (1-2):127-150.

Peek, L. and L. Strough, 2010. “Children with disabilities in the context of disaster: A social vulnerability perspective,” Child Development 81(4):1260-1270.

Peguero, A. A., 2006. "Latino disaster vulnerability - The dissemination of hurricane mitigation information among Florida's homeowners," Hispanic Journal Of Behavioral Sciences 28 (1):5-22.

Picou, J. S., and K. Hudson, 2010. “Hurricane Katrina and mental health: A research note on Mississippi Gulf Coast residents,” Sociological Inquiry 80(3):513-524.

Roberts, P., 2007. "Toward a national hazards risk assessment," Journal Of Homeland Security And Emergency Management 4 (3).

Romieu, E., T. Welle, S. shneiderbauer, M. Pelling, and C. Vinchon, 2010. “Vulnerability assessment within climate change and natural hazard contexts: revealing gaps and synergies through coastal applications,” Sustainability Science 5(2):159-170.

Solberg, C., T. Rossetto, H. Joffe, 2010. “The social psychology of seismic hazard adjustment: re-evaluating the international literature,” Natural Hazards and Earth System Sciences 10(8): 1663-1677.

Webler, T., and F. Lord, 2010. “Planning for the human dimensions of oil spills and spill response,” Environmental Management 45(4):723-738.