Skip to main content

Advertisement

Log in

Derivation of a household-level vulnerability index for empirically testing measures of adaptive capacity and vulnerability

  • Original Article
  • Published:
Regional Environmental Change Aims and scope Submit manuscript

Abstract

Recent studies have projected significant climate change impacts in Africa. In order to understand what this means in terms of human well-being at local level, we need to understand how households can cope and adapt. This need has led many authors to argue for approaches to adaptation that are based on vulnerability analysis. Vulnerability is one of the key terms in the climate change literature, but little progress has been made in the field of its quantification. Typically, indicators are combined according to a weighing scheme, with the identification of indicators and the weighing schemes based on expert judgment rather than empirical evidence. In addition, most quantitative assessments are applied to countries or other administrative units, whereas managing climate risk has traditionally been the responsibility of households. We therefore focus on the adaptive capacity of households. We analyze the coping strategies and vulnerability to climatic stresses of agro-pastoralists in Mozambique and test the validity of a number of commonly used vulnerability indicators. We derive a household-level vulnerability index based on survey data. We find that only 9 out of 26 indicators tested exhibit a statistically significant relationship with households’ vulnerability. In total, they explain about one-third of the variation in vulnerability between households, confirming the need for more research on underlying determinants and processes of vulnerability. With inclusion of local knowledge, our study findings can be used for local targeting, priority setting and resource allocation. Complemented with studies analyzing climate change impacts and findings from country-level adaptive capacity studies, governmental policy can be informed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Adger WN (1996) Approaches to vulnerability to climate change. Global environmental change working papers. Centre for Social and Economic Research on the Global Environment, Norwich

  • Adger WN (2006) Vulnerability. Glob Environ Change 16:268–281. doi:10.1016/j.gloenvcha.2006.02.006

    Article  Google Scholar 

  • Adger WN, Vincent KCR (2000) Uncertainty in adaptive capacity. Geoscience 337(2005):399–410

    Google Scholar 

  • Adger WN, Huq Saleemul, Brown Katrina, Conway Declan, Hulme Mike (2003) Adaptation to climate change in the developing world. Prog Dev Stud 3(3):179–195

    Article  Google Scholar 

  • Alcamo J, Acosta-Michlik L, Carius A, Eierdanz F, Klein R, Krömker D, Tänzler D (2008) A new approach to quantifying and comparing vulnerability to drought. Reg Environ Change 8(4):137–149

    Article  Google Scholar 

  • Alwang J, Siegel, Jørgensen SL (2001) Vulnerability: a view from different disciplines. Social protection discussion paper, no. 0115. The World Bank: Washington, DC (see: www.worldbank.org/SP)

  • Barrett C (2006) Food aid’s intended and unintended consequences. ESA Working paper no. 06–05. FAO, Rome

  • Bayard B, Jolly CM, Shannon AD (2007) The economics of adoption and management of alley cropping in Haiti. J Environ Manag 84:62–70

    Article  Google Scholar 

  • Blaikie P, Cannon T, Davis I, Wisner B (2004) At risk: natural hazards, people’s vulnerability and disasters. Routledge, London

    Google Scholar 

  • Brooks N (2003) Vulnerability, risk and adaptation: a conceptual framework. Tyndall Centre working paper no. 38

  • Brooks N, Adger WN (2005) Assessing and enhancing adaptive capacity. In: Lim B, Spanger-Siegfried E, Burton I, Malone E, Huq S (eds) Adaptation policy frameworks for climate change: developing strategies, policies and measures. Cambridge University Press, Cambridge, pp 165–181

    Google Scholar 

  • Brouwer R, Akter S, Brander L, Haque E (2007) Socioeconomic vulnerability and adaptation to environmental risk: a case study of climate change and flooding in Bangladesh. Risk Anal 27:313–326

    Article  Google Scholar 

  • Cooper P, Dimes J, Rao KPC, Shapiro B, Shiferaw B, Twomlow SJ (2008) Coping better with current climatic variability in the rain-fed farming systems of Sub-Saharan Africa: an essential first step in adapting to future climate change. Agric Ecosyst Environ 126:24–35

    Article  Google Scholar 

  • Cutter SL (1996) Societal vulnerability to environmental hazards, international. Soc Sci J 47(4):525–536

    Google Scholar 

  • Cutter S et al (2003) Social vulnerability to environmental hazards. Soc Sci Q 84(2):242–261

    Article  Google Scholar 

  • Davidson DJ, Williamson T, Parkins JR (2003) Understanding climate change risk and vulnerability in northern forest-based communities. Can J For Res 33:2252–2261

    Article  Google Scholar 

  • Deressa T, Hassan RM, Ringler C (2008) Measuring Ethiopian farmers’ vulnerability to climate change across regional states. International Food Policy Research Institute. http://www.ifpri.org/pubs/dp/IFPRIDP00806.pdf

  • Dilley M, Chen R, Deichmann U, Lerner-Lam A (2005) Natural disaster hotspots: a global risk analysis––synthesis report. International Bank for Reconstruction and Development/the World Bank and Columbia University

  • Downing TE, Watts MJ, Bohle HG (1995) Climate change and food insecurity: towards a sociology and geography of vulnerability. In: Downing TE (ed) Climate change and world food security. Springer, Berlin, pp 183–206

    Google Scholar 

  • Eakin H, Lemos MC (2006) Adaptation and the state: Latin America and the challenge of capacity-building under globalization. Glob Environ Change 16:7–18

    Article  Google Scholar 

  • Eakin H, Luis A (2008) Bojorquez-Tapia, Insights into the composition of household vulnerability from multicriteria decision analysis. Glob Environ Change 18(1):112–127

    Article  Google Scholar 

  • Ellis F (2000) Rural livelihoods and diversity in developing countries. Oxford University Press, Oxford

    Google Scholar 

  • Esty DC, Levy M, Srebotnjak T, de Sherbinin A (2005) Environmental sustainability index: benchmarking national environmental stewardship. Yale Center for Environmental Law & Policy, New Haven

    Google Scholar 

  • Flory J, Nagarajan G (2009) The poor and their management of Shocks. IRIS Center Report for Assessing the impact of innovation grants in financial services, University of Maryland

  • Ford JD, Smit B, Wandel J, Allurut M, Shappa K, Ittusarjuats H, Qrunnuts K (2008) Climate change in the Arctic: current and future vulnerability in two Inuit communities in Canada. Geogr J 174:45–62

    Article  Google Scholar 

  • Government of Mozambique (GoM) census (2007) Clique Aqui! A LEI DO SEN ESTÁ EM REVISÃO, DÊ A SUA CONTRIBUIÇÃO. http://www.ine.gov.mz/Projecto_regulamento_SEN Accessed 22 Dec 2009

  • Grothmann T, Patt A (2005) Adaptive capacity and human cognition: the process of individual adaptation to climate change. Glob Environ Change 15:199–213

    Article  Google Scholar 

  • Hahn MB, Riederer AM, Foster SO (2009) The Livelihood Vulnerability Index: a pragmatic approach to assessing risks from climate variability and change—case study in Mozambique. Glob Environ Change 19:74–88. Available on http://www.sage.wisc.edu/pubs/articles/F-L/Hahn/hahn2009GEC.pdf. Accessed 10 Oct 2008

  • Harvey P, Lind J (2005) Dependency and humanitarian relief: a critical analysis. HPG Research Report 19 July, Overseas Development Institute, London

  • Heitzmann K, Canagarajah RS, Siegel P (2002) Guidelines for assessing the sources of risk and vulnerability. Social protection discussion paper, no. 0218. The World Bank: Washington, DC (see: www.worldbank.org/SP)

  • Heltberg R, Siegel PB, Jorgensen SL (2009) Addressing human vulnerability to climate change: toward a ‘no-regrets’ approach. Glob Environ Change 19(1):89–99

    Article  Google Scholar 

  • Hijmans R, Cameron S, Parra J, Jones P, Jarvis A (2005) Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 25:1965–1978

    Article  Google Scholar 

  • Hussein K., Nelson J (1998) Sustainable livelihoods and livelihood diversification. IDS Working Paper 69, Brighton, UK

  • Intergovernmental Panel on Climate Change (IPCC) (2001) IPCC, 2000 impacts, adaptation, and vulnerability. The contribution of working group ii to the third scientific assessment of the intergovernmental panel on climate change. Cambridge University Press, Cambridge

  • Kabubo-Mariara J (2009) Global warming and livestock husbandry in Kenya: impacts and adaptations. Ecol Econ 68(7):1915–1924

    Article  Google Scholar 

  • Kelly P, Adger W (2000) Theory and practice in assessing vulnerability to climate change and facilitating adaptation. Clim Change 47:325–352

    Article  Google Scholar 

  • Lim B, Spanger-Siegfried E (eds) (2004) Adaptation policy frameworks for climate change: developing strategies, policies and measures. Cambridge University Press, New York

    Google Scholar 

  • Little PD, Kevin S, Barbara CA, Layne CD, Christopher B (2001) Avoiding disaster: diversification and risk management among East African herders. Dev Change 32(3):401–433

    Article  Google Scholar 

  • Majengwa J, Kagande S, Giva N, Mabjana I (2010) A comparative study of institutional arrangements for small-scale livestock farmers in communities the Great Limpopo Transfrontier Conservation Area in Zimbabwe and Mozambique. Centre for applied Social Sciences, University of Zimbabwe. http://www.wcs-ahead.org/gltfca_grants/pdfs/manjengwa_final_3_2010.pdf

  • Marsh R (2003) Working with local institutions to support. Sustainable livelihoods. Rural development division. FAO, Rome, Italy

  • Messer N, Townsley P (2003) Local institutions: guidelines for analysis. Rural Development Division, FAO, Rome, Italy

  • Nelson R, Kokic P, Crimp S, Martin P, Meinke H, Howden SM (2010a) The vulnerability of Australian agriculture to climate variability and change: part I. Conceptualising and measuring vulnerability. Environ Sci Policy 13:8–17

    Article  Google Scholar 

  • Nelson R, Kokic P, Crimp S, Martin P, Meinke H, Howden SM, Devoil P, Nidumolu U (2010b) The vulnerability of Australian agriculture to climate variability and change: part II—integrating impacts with adaptive capacity. Environ Sci Policy 13:18–27

    Article  Google Scholar 

  • Nkedianye D, Radeny M, Kristjanson P, Herrero M (2009) Staying Maasai? livelihoods, conservation and development in East African rangelands. In: Homewood K, Kristjanson P, Chevenix Trench P (eds) Assessing returns to land and changing livelihood strategies in Kitengela. Springer, Dordrecht, pp 115–150

    Google Scholar 

  • Notenbaert A, Massawe S, Herrero M (2010) Mapping risk and vulnerability hotspots in the COMESA region. Technical Report. ReSAKSS Working Paper No. 32, p 87

  • Nyamwaro SO, Watson D, Mati B, Notenbaert A, Mariner J, Rodriguez LC, Freeman A (2006) Assessment of the impacts of the drought response program in the provision of emergency livestock and water interventions in preserving pastoral livelihoods in northern Kenya. Report of an ILRI Multidisciplinary Scientific Team of Consultants assessing the Emergency Drought Response Project in Northern Kenya. ILRI, Nairobi, p 123

  • O’Brien K, Eriksen S, Schjolden A, Nygaard L (2004) What’s in a word? Conflicting interpretations of vulnerability in climate change research. CICERO Working Paper 2004:04

  • O’Brien K, Quinlan T, Ziervogel G (2009) Vulnerability interventions in the context of multiple stressors: lessons from the Southern African Vulnerability Initiative (SAVI). Environ Sci Policy 12:23–32. doi:10.1016/j.envsci.2008.10.008

    Article  Google Scholar 

  • Peacock WG, Brody SD, Highfield W (2005) Hurricane risk perceptions among Florida’s single family homeowners. Landsc Urban Plan 73:120–135

    Article  Google Scholar 

  • Quisumbing A, Pandolfelli L (2010) Promising approaches to address the needs of poor female farmers: resources, constraints, and interventions. World Dev 38(4):581–592

    Article  Google Scholar 

  • Reid S, Smit B, Caldwell W, Belliveau S (2007) Vulnerability and adaptation to climate risks in Ontario. Agric Mitig Adapt Strateg Global Change 12:609–637

    Article  Google Scholar 

  • Robinson T, Thornton P, Franceschini G, Kruska R, Chiozza F, Notenbaert A, Cecchi G, Herrero M, Epprecht M, Fritz S, You L, Conchedda G, See L (2011) Global Livestock Production Systems. Rome, Food and Agriculture Organization of the United Nations (FAO) and International Livestock Research Institute (ILRI), p 152

  • Seré C, Steinfeld H (1996) World livestock production systems: current status, issues and trends. FAO Animal Production and Health Paper 127. FAO, Rome, Italy, p 82

  • Thornton PK, Jones PG, Owiyo T, Kruska RL, Herrero M, Kristjanson P, Notenbaert A, Bekele N, Omolo A, with contributions from Orindi V, Ochieng A, Otiende B, Bhadwal S, Anantram K, Nair S, Kumar V and Kelkar U (2006) Mapping climate vulnerability and poverty in Africa. Report to the Department for International Development, ILRI, Nairobi, Kenya. http://www.research4development.info/PDF/FINAL%20vuln-map-2.pdf

  • Tobin GA, Montz BE (1997) Natural hazards: explanation and integration. The Guilford Press, New York

    Google Scholar 

  • Tompkins EL, Adger WN (2004) Does adaptive management of natural resources enhance resilience to climate change? Ecol Soc 9(2):10. http://www.ecologyandsociety.org/vol9/iss2/art10

    Google Scholar 

  • Trabucco A, Zomer R (2009) Global aridity index (global-aridity) and global potential evapo-transpiration (global-pet) geospatial database. CGIAR Consortium for spatial information. Published online, available from the CGIAR-CSI GeoPortal at: http://www.csi.cgiar.org

  • Turner BL, Kasperson RE, Matson PA, McCarthy JJ, Corell RW, Christensen L, Eckley N, Kasperson JX, Luers A, Martello ML, Polsky C, Pulsipher A, Schiller A (2003) A framework for vulnerability analysis in sustainability science. PNAS 100(14):8074–8079

    Google Scholar 

  • TzPPA (2002/2003) Vulnerability and resilience to poverty in Tanzania: causes, consequences and policy implications. ISBN:9987 417 14 0

  • Umar L, Coompson J (2004) Mozambique family farming livestock rehabilitation project (FFLRP) project completion report. African Development Fund, p 56. http://www.afdb.org/fileadmin/uploads/afdb/Documents/Project-and-Operations/ADF-BD-IF-2004-100-EN-MOZAMBIQUE-PCR-FAMILY-FARMING-LIVESTOCK-REHABILITATION-PROJECT.PDF

  • United States Agency for International Development (USAID) (2009) Mozambique—country assistance strategy 2009–2014. http//www.usaid.gov/mz/doc/plan/usa_moz%20assistance%20strategy%202009-14.pdf. Accessed 20 Mar 2010

  • Vincent K (2004) Creating an index of social vulnerability to climate change in Africa. Norwich, UK: Tyndall Center for Climate Research. Norwich, UK. http://www.tyndall.ac.uk/publications/working_papers/wp56.pdf

  • Wisner B, Blaikie P, CannonT T, Davis I (2004) At risk: natural hazards, people’s vulnerability and disasters, 2nd edn. Routledge, London

    Google Scholar 

  • Yohe G, Tol RSJ (2002) Indicators for social and coping capacity—moving toward a working definition of adaptive capacity. Glob Environ Change 12:25–40

    Article  Google Scholar 

Download references

Acknowledgments

This work was undertaken as a contribution to the project “Supporting the vulnerable: Increasing the adaptive capacity of agro-pastoralists to climatic change in West and Southern Africa using a trans-disciplinary research approach”, funded by the Federal Ministry for Economic Cooperation and Development (BMZ), Germany, and implemented by ILRI in Nairobi and IAM in Mozambique. The authors also wish to thank the two anonymous reviewers who further strengthened the quality of the manuscript by providing very constructive comments.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to An Notenbaert.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Notenbaert, A., Karanja, S.N., Herrero, M. et al. Derivation of a household-level vulnerability index for empirically testing measures of adaptive capacity and vulnerability. Reg Environ Change 13, 459–470 (2013). https://doi.org/10.1007/s10113-012-0368-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10113-012-0368-4

Keywords

Navigation