Social vulnerability

Short description: Dimension of vulnerability to multiple stressors

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In its broadest sense, social vulnerability is one dimension of vulnerability to multiple stressors and shocks, including abuse, social exclusion and natural hazards. Social vulnerability refers to the inability of people, organizations, and societies to withstand adverse impacts from multiple stressors to which they are exposed. These impacts are due in part to characteristics inherent in social interactions, institutions, and systems of cultural values.

Social vulnerability is an interdisciplinary topic that connects social, health, and environmental fields of study. As it captures the susceptibility of a system or an individual to respond to external stressors like pandemics or natural disasters, many studies of social vulnerability are found in risk management literature.[1][2][3][4]

## Contents

* 1 Background
* 2 Definitions and Types
* 2.1 Types
* 2.1.1 Vulnerability to natural hazards, or climate vulnerability
* 2.1.2 Collective vulnerability, or community vulnerability
* 3 Models
* 3.1 Risk-Hazard (RH) Model
* 3.2 Pressure and Release (PAR) Model
* 3.2.1 Hazards of Place Model
* 4 Indexes
* 5 Integration into risk planning and adaptation
* 6 Criticism
* 7 See also
* 8 References
* 8.1 Notes
* 8.2 Sources
* 8.3 Further reading
* 9 External links

## Background

The structural nature, as opposed to the individual level, is central to social vulnerability.[5] Social and political systemic inequalities influence or shape the susceptibility of various groups to harm as well as govern their ability to respond.[6] Both the sensitivity and resilience of a group to prepare, cope, and recover from hazards defines their social vulnerability.[7]

Although considerable research attention has examined components of biophysical vulnerability and the vulnerability of the built environment,[8] we once knew the least about the social aspects of vulnerability.[6] Socially created vulnerabilities were largely ignored, mainly due to the difficulty in quantifying them.

Researching social vulnerability is interdisciplinary in nature, combining theories from sociology, health, political economy, and geography.[9] Just like the different disciplines use different approaches and scopes of analyses (qualitative or quantitative; different objects/groups of analysis; different types of hazards/stressors), so too did the early versions of attempting to quantify social vulnerability.

Since the 1960s, there have been methods of collecting data and quantifying it to depict a community's social conditions and quality-of-life.[9] Within the geography discipline, spatially quantifying social problems and social wellbeing has been practiced since the 1970s.[9] At the same time, Phil O'Keefe, Ken Westgate and Ben Wisner introduced the concept of vulnerability within the discourse on natural hazards and disaster, emphasizing the role of socio-economic conditions as causes of disasters.[10] Susan Cutter's 2003 social vulnerability index was a turning point in studying social vulnerability. The index and hazard of place model built upon the decades-before groundwork, and synthesized the interdisciplinary challenges and goals of measuring vulnerability. As of March 2024, Cutter's original paper has been cited over 7500 times, suggesting its influence across fields as well as potential replication of methodology for different contexts.[9]

It is important to consider, however, how analyses that focus on stresses to vulnerability are insufficient to understand impacts on and responses to affected groups.[8][11] These issues are often underlined in attempts to model the concept (see Models of Social Vulnerability).

## Definitions and Types

"Vulnerability" derives from the Latin word vulnerare (to wound) and describes the potential to be harmed physically and/or psychologically. Vulnerability is often understood as the counterpart of resilience, and is increasingly studied in linked social-ecological systems. The Yogyakarta Principles, one of the international human rights instruments use the term "vulnerability" as such potential to abuse or social exclusion.[12]

The concept of social vulnerability emerged most recently within the discourse on natural hazards and disasters. To date no one definition has been agreed upon. Similarly, multiple theories of social vulnerability exist.[13] Most work conducted so far focuses on empirical observation and conceptual models. Thus, current social vulnerability research is a middle range theory and represents an attempt to understand the social conditions that transform a natural hazard (e.g. flood, earthquake, mass movements etc.) into a social disaster. The concept emphasizes two central themes:

1. Both the causes and the phenomenon of disasters are defined by social processes and structures. Thus, it is not only a geo- or biophysical hazard, but rather the social context that needs to be considered to understand "natural" disasters.[14]
2. Although different groups of a society may share a similar exposure to a natural hazard, the hazard has varying consequences for these groups, since they have diverging capacities and abilities to handle the impact of a hazard.

### Types

#### Vulnerability to natural hazards, or climate vulnerability

Natural hazards reveal the level of social vulnerability of individuals and communities. The way people, or communities, are able to "respond to, cope with, recover from, and adapt to hazards" can indicate the measure of vulnerability.[15] In the wake of a disaster event, factors like economic, demographic, and housing conditions can determine vulnerability, adaptive capacity, and preparedness. Flooding, for example, will affect a homeowner who's basement has flooded differently than a renter who's basement apartment has also flooded.

#### Collective vulnerability, or community vulnerability

Collective vulnerability is a state in which the integrity and social fabric of a community is or was threatened through traumatic events or repeated collective violence.[16] In addition, according to the collective vulnerability hypothesis, shared experience of vulnerability and the loss of shared normative references can lead to collective reactions aimed to reestablish the lost norms and trigger forms of collective resilience.[17]

This theory has been developed by social psychologists to study the support for human rights. It is rooted in the consideration that devastating collective events are sometimes followed by claims for measures that may prevent that similar event will happen again. For instance, the Universal Declaration of Human Rights was a direct consequence of World War II horrors. Psychological research by Willem Doise and colleagues shows indeed that after people have experienced a collective injustice, they are more likely to support the reinforcement of human rights.[18] Populations who collectively endured systematic human rights violations are more critical of national authorities and less tolerant of rights violations.[19] Some analyses performed by Dario Spini, Guy Elcheroth and Rachel Fasel[20] on the Red Cross' "People on War" survey shows that when individuals have direct experience with the armed conflict are less keen to support humanitarian norms. However, in countries in which most of the social groups in conflict share a similar level of victimization, people express more the need for reestablishing protective social norms as the human rights, no matter the magnitude of the conflict.

## Models

Risk-Hazard (RH) model,[7] showing the impact of a hazard as a function of exposure and sensitivity. The chain sequence begins with the hazard, and the concept of vulnerability is noted implicitly as represented by white arrows.

### Risk-Hazard (RH) Model

Initial RH models sought to understand the impact of a hazard as a function of exposure to the hazardous event and the sensitivity of the entity exposed.[7] Applications of this model in environmental and climate impact assessments generally emphasised exposure and sensitivity to perturbations and stressors and worked from the hazard to the impacts.[7][21][22] However, several inadequacies became apparent. Principally, it does not treat the ways in which the systems in question amplify or attenuate the impacts of the hazard.[23] Neither does the model address the distinction among exposed subsystems and components that lead to significant variations in the consequences of the hazards, or the role of political economy in shaping differential exposure and consequences.[24][25] This led to the development of the PAR model.

### Pressure and Release (PAR) Model

Pressure and Release (PAR) model after Blaikie et al. (1994) showing the progression of vulnerability.[26] The diagram shows a disaster as the intersection between socio-economic pressures on the left and physical exposures (natural hazards) on the right.

The PAR model understands a disaster as the intersection between socio-economic pressure and physical exposure. Risk is explicitly defined as a function of the perturbation, stressor, or stress and the vulnerability of the exposed unit.[26] In this way, it directs attention to the conditions that make exposure unsafe, leading to vulnerability and to the causes creating these conditions. Used primarily to address social groups facing disaster events, the model emphasises distinctions in vulnerability by different exposure units such as social class and ethnicity. The model distinguishes between three components on the social side: root causes, dynamic pressures and unsafe conditions, and one component on the natural side, the natural hazards itself. Principal root causes include "economic, demographic and political processes", which affect the allocation and distribution of resources between different groups of people. Dynamic Pressures translate economic and political processes in local circumstances (e.g. migration patterns). Unsafe conditions are the specific forms in which vulnerability is expressed in time and space, such as those induced by the physical environment, local economy or social relations.[26]

Although explicitly highlighting vulnerability, the PAR model appears insufficiently comprehensive for the broader concerns of sustainability science.[7] Primarily, it does not address the coupled human environment system in the sense of considering the vulnerability of biophysical subsystems and it provides little detail on the structure of the hazard's causal sequence.[7] The model also tends to underplay feedback beyond the system of analysis that the integrative RH models included.[24][22]

#### Hazards of Place Model

Susan Cutter's hazards of place (HOP) model conceptualizes how susceptibility to harm is shaped by both physical and social systems.[27] Physical characteristics of a landscape can determine the level of exposure to hazards i.e. elevation, proximity, etc. while social vulnerability depends upon a number of social determinants of wellbeing i.e. socioeconomic status, governance, etc.[27] The HOP model allows for a spatial interaction ('place-based') between the biophysical and the social dimensions of vulnerability that may vary over space and time.[27] The HOP demonstrates the equal importance of biophysical and social environments in determining overall vulnerability of a particular area or group.

## Indexes

One way to estimate social vulnerability is to use a vulnerability index that aggregates social factors into a single measurement. Social vulnerability indexes have become commonly used in disaster planning, environmental science, and health sciences fields.[28] The use of social vulnerability indexes are frequently used in research studies to predict outcomes of illness, like COVID-19 infection, or mortality from disasters or environmental circumstances.[28] An index allows for a continuous estimation of social vulnerability that can capture more than a single explanatory variable.[28] The challenge and discrepancies between different indexes rest with the methodology of how the aggregated variables are chosen. Some researchers use more qualitative methods like theory-based or community consultation, while others use more quantitative statistical methods like factor analysis or principal component analysis pulling data from censuses or similar national surveys.

In 2003, Susan Cutter created the Social Vulnerability Index (SoVI) using both qualitative and quantitative methods - firstly, by outlining the many potential variables that could contribute to social vulnerability supported by a literature review, and secondly, by condensing the list of over 250 variables into 42 variables that were used in a factor analysis.[29] After further statistical testing, Cutter and her colleagues found 11 variables that could explain over 75% of the variance of social vulnerability to environmental hazards across U.S. counties.[29]

Since the SoVI was created, many other researchers have used it, or created their own indexes adapting it to fit local environments and data availabilities. For example, in Canada, researchers at the University of Waterloo have created a SoVI for the Canadian context including ethnicity (language, immigration, and Indigenous categories), visible minorities, and certain built environment data using sources unique to Canada.[30]

The results of social vulnerability indexes can be mapped with GIS to be able to visualize who may be most vulnerable within study areas.[31][32] Mapping social vulnerability visually identifies at-risk areas which can help inform members of the public, policymakers, and elected officials for better management (preparation, support, and recovery) of hazards.[32]

## Integration into risk planning and adaptation

CDC/ATSDR Social Vulnerability Index variables grouped into four themes Timeline shows the years CDC/ATSDR Social Vulnerability Index changed its database – 2000, 2010, 2014, and 2020.

Social vulnerability is increasingly becoming integrated and considered when preparing for disasters by governmental agencies or organizational bodies. This is being done in regards to both climate vulnerability and health vulnerability disaster planning and adaptation.

During the COVID-19 pandemic, the British Red Cross created a COVID-19 Vulnerability Index combining health, demographic, and social vulnerability data as well as digital exclusion and health inequalities data. The index was then mapped to spatially represent vulnerable areas across the UK.[33][34]

In the United States, the Centre for Disease Control (CDC) and Agency for Toxic Substances and Disease Registry (ATSDR) have created a place-based social vulnerability index (SVI) alongside an interactive mapping application.[35] Public health officials use the index to identify where there is need for emergency shelters and to determine how many supplies are needed to distribute.[35] State and local health departments, in addition to non-profits, use the index to promote health initiatives.[35] In 2023, FEMA integrated the CDC/ATSDR's social vulnerability index into their National Risk Index - a mapping tool representing the risk associated with 18 natural hazards.[36] This integration informs emergency planners to best distribute numbers of emergency personnel to at-risk areas, as well as plan evacuation routes.[35]

In southern California, where wildfires have been increasing in frequency and destruction, the American Red Cross has used social vulnerability mapping in their campaign "Prepare SoCal" to highlight communities at-risk and point to where may be strategic to invest in preparedness education, tools, and resources for greater resilience.[37]

The European Environment Agency has created its own social vulnerability index tool combining social, economic, and environmental indicators and associated data with the aims to highlight vulnerability to climate change.[38] It can be used in conjunction with geographic layers that include flood risk and thermal heat data, to explicitly draw connections between social vulnerability and climate vulnerability.[38] This tool has been used in cities and counties across Europe including cities in Ireland and Spain, in addition to projects in Athens and Milan.[38] The use of the index allows cities to plan future adaptation measures, understand how climate impacts may affect their neighbourhoods differently, and raise awareness among their citizens.[38]

In Australia, the University of Melbourne's School of Population and Global Health has created a country-wide social vulnerability index to assess how social factors affect human health vulnerability to climate change.[39] Their index uses over 70 indicators, many relating directly to climate change and extreme weather.[39] The index is publicly available and was designed for communities, emergency response planners, and public health officials to better prepare for and recover from climate and weather disasters across Australia.[40]

## Criticism

Some authors criticise the conceptualisation of social vulnerability for overemphasising the social, political and economical processes and structures that lead to vulnerable conditions. Inherent in such a view is the tendency to understand people as passive victims[25] and to neglect the subjective and intersubjective interpretation and perception of disastrous events. The author, Greg Bankoff, criticises the very basis of the concept, since in his view it is shaped by a knowledge system that was developed and formed within the academic environment of western countries and therefore inevitably represents values and principles of that culture. According to Bankoff the ultimate aim underlying this concept is to depict large parts of the world as dangerous and hostile to provide further justification for interference and intervention.[41]

There are also criticisms surrounding the use of indexes to measure social vulnerability[42]. Difficulties of standardization, weighting, and aggregation of indicators can effect the quality of an index's results.[43] Especially when indexes are used in large scale analyses - to evaluate multiple different countries and/or are using multiple data sources - how representative the results are can be questionable. If an index's results are too broad, and then are subsequently used to guide policy, it can result in maladaptation.[43] Some argue that vulnerability is context-dependent, and cannot be categorized and captured fully in indexes, favouring instead smaller-scale empirical investigation.[43]

## See also

* Disadvantaged
* Minority group
* Vulnerability index
* Vulnerability assessment

## References

### Notes

1. ↑ Dashy, Nicole; Peacock, Walter Gillis; Morrow, Betty Hearn (2012). "Social Systems, Ecological Networks and Disasters: Toward a Socio-Political Ecology of Disasters". Hurricane Andrew. pp. 40–55. doi:10.4324/9780203351628-11. ISBN 978-0-203-35162-8.
2. ↑ Anderson, Mary B; Woodrow, Peter J (1998). Rising From the Ashes: Development Strategies in Times of Disaster. London: IT Publications. ISBN 978-1-85339-439-3. OCLC 878098209. [page needed]
3. ↑ Alwang, Jeffrey; Siegel, PaulB.; Jorgensen, Steen (June 2001). ﻿Vulnerability: a view from different disciplines﻿ (Report). http://documents1.worldbank.org/curated/en/636921468765021121/pdf/multi0page.pdf.
4. ↑ Conway, Tim; Norton, Andy (November 2002). "Nets, Ropes, Ladders and Trampolines: The Place of Social Protection within Current Debates on Poverty Reduction". Development Policy Review 20 (5): 533–540. doi:10.1111/1467-7679.00188.
5. ↑ Li, Ang; Toll, Mathew; Bentley, Rebecca (2023). "Mapping social vulnerability indicators to understand the health impacts of climate change: a scoping review". The Lancet Planetary Health 7 (11): e925–e937. doi:10.1016/S2542-5196(23)00216-4. PMID 37940212. https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(23)00216-4/fulltext.
6. ↑ 6.0 6.1 Cutter, Susan L.; Boruff, Bryan J.; Shirley, W. Lynn (June 2003). "Social Vulnerability to Environmental Hazards *". Social Science Quarterly 84 (2): 242–261. doi:10.1111/1540-6237.8402002.
7. ↑ 7.0 7.1 7.2 7.3 7.4 7.5 Turner, B. L.; Kasperson, Roger E.; Matson, Pamela A.; McCarthy, James J.; Corell, Robert W.; Christensen, Lindsey; Eckley, Noelle; Kasperson, Jeanne X. et al. (8 July 2003). "A framework for vulnerability analysis in sustainability science". Proceedings of the National Academy of Sciences 100 (14): 8074–8079. doi:10.1073/pnas.1231335100. PMID 12792023.
8. ↑ 8.0 8.1 Mileti, Dennis D. (18 June 1999). Disasters by Design: A Reassessment of Natural Hazards in the United States. Washington DC: Joseph Henry Press.. ISBN 978-0-309-26173-9.
9. ↑ 9.0 9.1 9.2 9.3 Cutter, Susan L. (July 2024). "The origin and diffusion of the social vulnerability index (SoVI)". International Journal of Disaster Risk Reduction 109. doi:10.1016/j.ijdrr.2024.104576. Bibcode: 2024IJDRR.10904576C.
10. ↑ O'Keefe, Phil; Westgate, Ken; Wisner, Ben (15 April 1976). "Taking the naturalness out of natural disasters". Nature 260 (5552): 566–567. doi:10.1038/260566a0. Bibcode: 1976Natur.260..566O.
11. ↑ White, Gilbert F.; Haas, J. Eugene (May 15, 1975). Assessment of Research on Natural Hazards. The MIT Press. ISBN 978-0-262-08083-5. [page needed]
12. ↑ The Yogyakarta Principles, Principle 9, 11 and 15
13. ↑ Weichselgartner, Juergen (1 May 2001). "Disaster mitigation: the concept of vulnerability revisited". Disaster Prevention and Management 10 (2): 85–95. doi:10.1108/09653560110388609. Bibcode: 2001DisPM..10...85W.
14. ↑ Cutter, Susan; Hewitt, K. (April 1984). "Interpretations of Calamity from the Viewpoint of Human Ecology". Geographical Review 74 (2): 226. doi:10.2307/214106. Bibcode: 1984GeoRv..74..226C.
15. ↑ Cutter, Susan L.; Boruff, Bryan J.; Shirley, W. Lynn (June 2003). "Social Vulnerability to Environmental Hazards *". Social Science Quarterly 84 (2): 242–261. doi:10.1111/1540-6237.8402002.
16. ↑ Abramowitz, Sharon A. (2005). "The poor have become rich, and the rich have become poor: Collective trauma in the Guinean Languette". Social Science & Medicine 61 (10): 2106–2118. doi:10.1016/j.socscimed.2005.03.023. PMID 16125293.
17. ↑ Elcheroth, Guy (2006). "Individual-level and community-level effects of war trauma on social representations related to humanitarian law" (in en). European Journal of Social Psychology 36 (6): 907–930. doi:10.1002/ejsp.330.
18. ↑ Doise, Willem; Spini, Dario; Clémence, Alain (February 1999). "Human rights studied as social representations in a cross-national context". European Journal of Social Psychology 29 (1): 1–29. doi:10.1002/(SICI)1099-0992(199902)29:1<1::AID-EJSP909>3.0.CO;2-#.
19. ↑ Elcheroth, Guy; Spini, Dario (2009). "Public Support for the Prosecution of Human Rights Violations in the Former Yugoslavia". Peace and Conflict: Journal of Peace Psychology 15 (2): 189–214. doi:10.1080/10781910902837321. ISSN 1078-1919.
20. ↑ Spini, Dario; Elcheroth, Guy; Fasel, Rachel (2008). "The Impact of Group Norms and Generalization of Risks across Groups on Judgments of War Behavior" (in en). Political Psychology 29 (6): 919–941. doi:10.1111/j.1467-9221.2008.00673.x. ISSN 1467-9221.
21. ↑ Burton, I; Kates, R.W.; White, G.F. (1978). The Environment as Hazard (1st ed.). Oxford: Oxford University Press.
22. ↑ 22.0 22.1 Kates, R.W. (1985). Hazard Assessment: Art, Science, and Ideology. Westview Press. pp. 251–264.
23. ↑ Martine, George; Guzman, Jose Miguel (2002). "Population, Poverty, and Vulnerability: Mitigating the Effects of Natural Disasters". ECSP Report Summer (8): 45–68. https://www.wilsoncenter.org/sites/default/files/media/documents/publication/Report_8_Martine_%26_Guzman.pdf.
24. ↑ 24.0 24.1 Wisner, B., P. Blaikie, T. Cannon, and I. Davis. 2004. At Risk. Natural hazards, People's Vulnerability and Disasters. New York: Routledge.
25. ↑ 25.0 25.1 Hewitt, Kenneth (February 7, 1997). Regions of Risk: A Geographical Introduction to Disasters. Routledge. ISBN 978-0-582-21005-9.
26. ↑ 26.0 26.1 26.2 Blaikie, P; Cannon, T; Davies, I; Wisner, B (1994). At Risk: Natural Hazards, People's Vulnerability & Disaster. London: Routledge.
27. ↑ 27.0 27.1 27.2 Cutter, Susan L. (July 2024). "The origin and diffusion of the social vulnerability index (SoVI)". International Journal of Disaster Risk Reduction 109. doi:10.1016/j.ijdrr.2024.104576. Bibcode: 2024IJDRR.10904576C.
28. ↑ 28.0 28.1 28.2 Mah, Jasmine Cassy; Penwarden, Jodie Lynn; Pott, Henrique; Theou, Olga; Andrew, Melissa Kathryn (28 June 2023). "Social vulnerability indices: a scoping review". BMC Public Health 23 (1): 1253. doi:10.1186/s12889-023-16097-6. PMID 37380956.
29. ↑ 29.0 29.1 Cutter, Susan L.; Boruff, Bryan J.; Shirley, W. Lynn (June 2003). "Social Vulnerability to Environmental Hazards *". Social Science Quarterly 84 (2): 242–261. doi:10.1111/1540-6237.8402002.
30. ↑ Chakraborty, Liton; Rus, Horatiu; Henstra, Daniel; Thistlethwaite, Jason; Scott, Daniel (February 2020). "A place-based socioeconomic status index: Measuring social vulnerability to flood hazards in the context of environmental justice". International Journal of Disaster Risk Reduction 43. doi:10.1016/j.ijdrr.2019.101394. Bibcode: 2020IJDRR..4301394C.
31. ↑ Holderman, Eric (November 6, 2014). "How GIS Can Aid Emergency Management". https://www.govtech.com/public-safety/gis-can-aid-emergency-management.html.
32. ↑ 32.0 32.1 "CDC Social Vulnerability Index". https://www.fema.gov/node/cdc-social-vulnerability-index.
33. ↑ "Identifying vulnerabilities and people at risk in an emergency". 2020. https://www.redcross.org.uk/-/media/documents-indexed/identifying-vulnerabilities-and-people-at-risk-in-an-emergency.pdf?sc_lang=en.
34. ↑ "British Red Cross COVID-19 Vulnerability Index Interactive View". 2020. https://www.arcgis.com/home/item.html?id=4b599f94d2d04d6496cc8b2d89911f62.
35. ↑ 35.0 35.1 35.2 35.3 "Social Vulnerability Index". 22 October 2024. https://www.atsdr.cdc.gov/place-health/php/svi/index.html.
36. ↑ "FEMA Updated National Risk Index to Incorporate Social Vulnerability Data". March 30, 2023. https://eelp.law.harvard.edu/tracker/fema-updated-national-risk-index-to-incorporate-social-vulnerability-data/.
37. ↑ "Mapping Vulnerability: Where is the need?". 2025. https://www.redcross.org/local/california/preparesocal/about-prepare/mapping-vulnerability.html?srsltid=AfmBOoogBDO743dG2WKP2x0WAdgq_Kj0Htty0e2t2mMCwM8ZOOW9g6Dp.
38. ↑ 38.0 38.1 38.2 38.3 "Social Vulnerability Index (SVI)". May 17, 2024. https://climate-adapt.eea.europa.eu/en/mission/solutions/tools/social-vulnerability-index-svi.
39. ↑ 39.0 39.1 "Inequalities and climate change: developing an index of human health vulnerability to climate change in Australia". 2023. https://mspgh.unimelb.edu.au/research-groups/centre-for-health-policy/healthy-housing/inequalities-and-climate-change.
40. ↑ Li, Ang; Toll, Mathew; Bentley, Rebecca (February 22, 2024). "We aren't all equal when it comes to climate vulnerability". https://pursuit.unimelb.edu.au/articles/we-aren-t-all-equal-when-it-comes-to-climate-vulnerability.
41. ↑ Bankoff, Greg (2003). Cultures of Disaster: Society and Natural Hazard in the Philippines. Routledge. ISBN 978-0-203-22189-1.
42. ↑ Rufat, Samuel; Tate, Eric; Emrich, Christopher T.; Antolini, Federico (2019-07-04). "How Valid Are Social Vulnerability Models?". Annals of the American Association of Geographers 109 (4): 1131–1153. doi:10.1080/24694452.2018.1535887. ISSN 2469-4452. PMID 39624068.
43. ↑ 43.0 43.1 43.2 Barnett, Jon; Lambert, Simon; Fry, Ian (5 February 2008). "The Hazards of Indicators: Insights from the Environmental Vulnerability Index". Annals of the Association of American Geographers 98 (1): 102–119. doi:10.1080/00045600701734315. Bibcode: 2008AnAAG..98..102B.

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### Further reading

Overview

* Adger, W. Neil. 2006. Vulnerability. Global Environmental Change 16 (3):268–281.
* Cutter, Susan L., Bryan J. Boruff, and W. Lynn Shirley. 2003. Social vulnerability to environmental hazards. Social Science Quarterly 84 (2):242–261.
* Gallopín, Gilberto C. 2006. Linkages between vulnerability, resilience, and adaptive capacity. Global Environmental Change 16 (3):293–303.
* Oliver-Smith, Anthony. 2004. Theorizing vulnerability in a globalized world: a political ecological perspective. In Mapping vulnerability: disasters, development & people, edited by G. Bankoff, G. Frerks and D. Hilhorst. Sterling, VA: Earthscan, 10–24.

Natural hazards paradigm

* Burton, Ian, Robert W. Kates, and Gilbert F. White. 1993. The environment as hazard. 2nd ed. New York: Guildford Press.
* Kates, Robert W. 1971. Natural hazard in human ecological perspectives: hypotheses and models. Economic Geography 47 (3):438–451.
* Mitchell, James K. 2001. What's in a name?: issues of terminology and language in hazards research (Editorial). Environmental Hazards 2:87–88.

Political-ecological tradition

* Blaikie, Piers, Terry Cannon, Ian Davis and Ben Wisner. 1994. At risk: natural hazards, people's vulnerability, and disasters. ist ed. London: Routledge. (see below under Wisner for 2nd edition)
* Bohle, H. G., T. E. Downing, and M. J. Watts. 1994. Climate change and social vulnerability: the sociology and geography of food insecurity. Global Environmental Change 4:37–48.
* Morel, Raymond. "L4D Learning for Democracy: Pre-industrial societies and strategies for the exploitation of resources: a theoretical framework for understanding why some settlements are resilient and some settlements are vulnerable to crisis – Daniel Curtis". http://www.ict-21.ch/l4d/pg/file/read/887467/preindustrial-societies-and-strategies-for-the-exploitation-of-resources-a-theoretical-framework-for-understanding-why-some-settlements-are-resilient-and-some-settlements-are-vulnerable-to-crisis-daniel-curtis.
* Langridge, R.; J. Christian-Smith; and K.A. Lohse. "Access and Resilience: Analyzing the Construction of Social Resilience to the Threat of Water Scarcity" Ecology and Society 11(2): insight section.
* O'Brien, P., and Robin Leichenko. 2000. Double exposure: assessing the impacts of climate change within the context of economic globalization. Global Environmental Change 10 (3):221–232.
* Quarantelli, E. L. 1989. Conceptualizing disasters from a sociological perspective. International Journal of Mass Emergencies and Disasters 7 (3):243–251.
* Sarewitz, Daniel, Roger Pielke Jr., and Mojdeh Keykhah. 2003. Vulnerability and risk: some thoughts from a political and policy perspective. Risk Analysis 23 (4):805–810.
* Tierney, Kathleen J. 1999. Toward a critical sociology of risk. Sociological Forum 14 (2):215–242.
* Wisner, B., Blaikie, Piers, Terry Cannon, Ian Davis. 2004. At risk: natural hazards, people's vulnerability, and disasters. 2nd ed. London: Routledge.

Human-ecological tradition

* Brooks, Nick, W. Neil Adger, and P. Mick Kelly. 2005. The determinants of vulnerability and adaptive capacity at the national level and the implications for adaptation. Global Environmental Change 15 (2):151–163.
* Comfort, L., Ben Wisner, Susan L. Cutter, R. Pulwarty, Kenneth Hewitt, Anthony Oliver-Smith, J. Wiener, M. Fordham, W. Peacock, and F. Krimgold. 1999. Reframing disaster policy: the global evolution of vulnerable communities. Environmental Hazards 1 (1):39–44.
* Cutter, Susan L. 1996. Vulnerability to environmental hazards. Progress in Human Geography 20 (4):529–539.
* Dow, Kirsten. 1992. Exploring differences in our common future(s): the meaning of vulnerability to global environmental change. Geoforum 23:417–436.
* Liverman, Diana. 1990. Vulnerability to global environmental change. In Understanding global environmental change: the contributions of risk analysis and management, edited by R. E. Kasperson, K. Dow, D. Golding and J. X. Kasperson. Worcester, MA: Clark University, 27–44.
* Peek, L., & Stough, L. M. (2010). Children with disabilities in the context of disaster: A social vulnerability perspective. Child Development, 81(4), 1260–1270.
* Turner, B. L.; Kasperson, Roger E.; Matson, Pamela A.; McCarthy, James J.; Corell, Robert W.; Christensen, Lindsey; Eckley, Noelle; Kasperson, Jeanne X. et al. (8 July 2003). "A framework for vulnerability analysis in sustainability science". Proceedings of the National Academy of Sciences 100 (14): 8074–8079. doi:10.1073/pnas.1231335100. PMID 12792023.

Research Needs

* Cutter, Susan L. 2001. A research agenda for vulnerability science and environmental hazards [Internet]. International Human Dimensions Programme on Global Environmental Change [cited August 18, 2006]. Available from https://web.archive.org/web/20070213050141/http://www.ihdp.uni-bonn.de/html/publications/publications.html.
* Young, Oran R.; Berkhout, Frans; Gallopin, Gilberto C.; Janssen, Marco A.; Ostrom, Elinor; van der Leeuw, Sander (1 August 2006). "The globalization of socio-ecological systems: An agenda for scientific research". Global Environmental Change 16 (3): 304–316. doi:10.1016/j.gloenvcha.2006.03.004. Bibcode: 2006GEC....16..304Y.
* Li, Ang; Toll, Mathew; Bentley, Rebecca (November 2023). "Mapping social vulnerability indicators to understand the health impacts of climate change: a scoping review". The Lancet Planetary Health 7 (11): e925–e937. doi:10.1016/S2542-5196(23)00216-4. PMID 37940212.

## External links

* Social Vulnerability in Spain (applied research based on a set of indicators which cover the muldimensional aspects of social vulnerability, by means of a database specifically designed by the Spanish Red Cross- information in Spanish, executive summaries available also in English language)
* Hazard Reduction and Recovery Center, Texas A&M University
* Hazards and Vulnerability Research Institute, University of South Carolina
* Livelihoods and Institutions Group, Natural Resources Institute
* Munich Re Foundation
* National University of Colombia, Working Group on Disaster Management
* Radical Interpretations of Disaster (RADIX)
* Social protection, International Labour Organization
* Social protection, World Bank
* Understanding Katrina: Perspectives from the Social Sciences
* Vulnerability Net
* Centers For Disease Control and Prevention - Social Vulnerability Index: Ranking all U.S tracts using 15 Census and American Community Survey indicators
* Dídac Sánchez Foundation

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Deprivation and poverty indicators

Social|

| Topics:|

* Social exclusion
* Social vulnerability
* Relative deprivation
* Disadvantaged
* Fushūgaku
* Hikikomori
* Social determinants of health in poverty

|

Measures:|

* Social Progress Index

Psychological|

| Topics:|

* psychological poverty
* Poverty and mental health

|

Economic|

| Topics:|

* Energy poverty
* Money-rich, time-poor
* Poverty threshold
* Secondary poverty
* Asset poverty
* Housing stress
* Income deficit
* Water scarcity
* Survival sex
* Debt bondage
* Precariat
* Extreme poverty

|

Measures:|

* Below Poverty Line (India)
* Homeless Vulnerability Index
* Misery index (economics)
* Gini coefficient
* Genuine progress indicator (GPI)
* Legatum Prosperity Index
* Poverty gap index

Physical|

| Topics:|

* Poverty and Violence
* Disability and poverty
* Food insecurity

|

Measures:|

* India State Hunger Index
* Global Hunger Index
* Disability-adjusted life year (DALYs)
* Global Peace Index (GPI)

Complex measures|

* Human Poverty Index (HPI)
* Human Development Index (HDI)
* Multidimensional Poverty Index (MPI)
* Physical Quality of Life Index (PQLI)
* Laeken indicators (EU)
* Scottish index of multiple deprivation
* Townsend deprivation index
* Living Planet Index (LPI)
* Progress out of Poverty Index

Gender|

| Topics:|

* Feminization of poverty

|

Measures:|

* Gender-related Development Index (GDI)
* Gender Parity Index

Other|

* Theories of poverty
* Well-being
* Welfare
* Wellness
* Quality of Life
* Self-perceived quality-of-life scale
* Subjective well-being (SWB)
* Suboptimal health
* Stress
* Rural access issues
* Providing Urban Amenities to Rural Areas
* Post-materialism
* Pen's parade

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Diseases of poverty

Diseases of poverty|

* AIDS
* Malaria
* Tuberculosis
* Measles
* Pneumonia
* Diarrheal diseases
* Plague

Neglected diseases|

* Cholera
* Chagas disease
* African sleeping sickness
* Schistosomiasis
* Dracunculiasis
* River blindness
* Leishmaniasis
* Trachoma

Miscellaneous|

* Malnutrition
* Priority review voucher

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Indices of Deprivation

National (general deprivation)|

* Carstairs index
* Index of Multiple Deprivation 2000 (IMD2000)
* Indices of deprivation 2004 (ID2004)
* Indices of deprivation 2007 (ID2007)
* Indices of deprivation 2010 (ID2010)

National (subject specific deprivation)|

* Underprivileged area score
* Department of Environment Index

* Environment portal
* Category
* Commons
* Organizations

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