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Research Article

Measuring disaster resilience in the Philippines: evidence using network data envelopment analysis

ORCID Icon, , , , &
Pages 67-79 | Received 26 Feb 2018, Accepted 17 Mar 2019, Published online: 08 May 2019

References

  • Acosta, L. A., Eugenio, E. A., Macandog, P. B. M., Magcale-Macandog, D. B., Lin, E. K., Abucay, E. R., … Primavera, M. G. (2016). Loss and damage from typhoon-induced floods and landslides in the Philippines: Community Perceptions on climate impacts and adaptation options. International Journal of Global Warming, 9(1), 33–65. doi: 10.1504/IJGW.2016.074307
  • Alexander, D. E. (2013). Resilience and disaster risk reduction: An etymological journey. Natural Hazards and Earth System Sciences, 13, 2707–2716. doi: 10.5194/nhess-13-2707-2013
  • Andersen, P., & Petersen, N. C. (1993). A procedure for ranking efficient units in data envelopment analysis. Management Science, 39, 1261–1264. doi: 10.1287/mnsc.39.10.1261
  • Asian Development Bank. (2013). The rise of natural disaster in Asian and the Pacific: Learning from ADB’s experiences. Mandaluyong City: Asian Development Bank.
  • Beguin, C., & Simar, L. (2004). Analysis of the expenses linked to hospital stays: How to detect outliers. Health Care Management Science, 7, 89–96. doi: 10.1023/B:HCMS.0000020648.12250.85
  • Carolyn-Dung, T. T. T., & Villano, R. A. (2018). Measuring efficiency of Vietnamese public colleges: An application of the DEA-based dynamic network approach. International Transactions in Operational Research, 25, 683–703. doi: 10.1111/itor.12212
  • Chen, C., & Yan, H. (2011). Network DEA model for supply chain performance evaluation. European Journal of Operational Research, 213, 147–155. doi: 10.1016/j.ejor.2011.03.010
  • Cutter, S. L. (2016). The landscape of disaster resilience indicators in the USA. Natural Hazards, 80, 741–758. doi: 10.1007/s11069-015-1993-2
  • De Sousa, M. D. C. S., & Stosic, B. (2005). Technical efficiency of the Brazilian Municipalities: Correcting nonparametric frontier measurements for outliers. Journal of Productivity Analysis, 24, 157–181. doi: 10.1007/s11123-005-4702-4
  • De Witte, K., & Marques, R. C. (2010). Influential observations in frontier models, a robust non-oriented approach to the water sector. Annals of Operational Research, 181, 377–392. doi: 10.1007/s10479-010-0754-6
  • Eugenio, E., Acosta, L. A., Magcale-Macandog, D. B., Macandog, P. M., Abucay, E. R., Manula, J. B., … Eugenio, J. M. (2018). Adaptive capacity of local communities to flash floods and landslides: Comparisons of indigenous and on-indigenous people of Eastern Mindanao. Climate Disaster and Development Journal, 3(1), 51–69. doi: 10.18783/cddj.v003.i01.a05
  • Eugenio, E., Acosta, L. A., Magccale-Macandog, D. B., Macandog, P. B., Lin, E. K., Eugenio, J. M., & Manuta, J. B. (2016). Adaptive capacity of Philippine communities vulnerable to flash floods and landslides: Assessing loss and damage from typhoon Bopha in Eastern Mindanao. International Journal of Sustainable Development, 19(3), 279–314. doi: 10.1504/IJSD.2016.078290
  • Fare, R. (1991). Measuring Farrell efficiency for a firm with intermediate inputs. Academia Economic Papers, 19(2), 329–340.
  • Färe, R., & Grosskopf, S. (1996). Productivity and intermediate products: A frontier approach. Economics Letters, 50, 65–70. doi: 10.1016/0165-1765(95)00729-6
  • Färe, R., & Grosskopf, S. (2000). Network DEA. Socio-economic Planning Sciences, 34, 35–49. doi: 10.1016/S0038-0121(99)00012-9
  • Felbermayr, G., & Gröschl, J. (2014). Naturally negative: The growth effects of natural disasters. Journal of Development Economics, 111, 92–106. doi: 10.1016/j.jdeveco.2014.07.004
  • Forbes, K., & Broadhead, J. (2013). Forests and landslides: The role of trees and forests in the prevention of landslides and rehabilitation of landslides-affected areas in Asia (2nd ed.). Bangkok: Food and Agriculture Organisation of the United Nations.
  • Hsieh, L. F., & Lin, L. H. (2010). A performance evaluation model for international tourist hotels in Taiwan—An application of the relational network DEA. International Journal of Hospitality Management, 29(1), 14–24. doi: 10.1016/j.ijhm.2009.04.004
  • International Panel on Climate Change (IPCC). (2012). Managing the risks of extreme events and disasters to advance climate change adaption. Cambridge: Cambridge University Press.
  • Keating, A., Campbell, K., Mechler, R., Magnuszewski, P., Mochizuki, J., Liu, W., … McQuistan, C. (2017). Disaster resilience: What it is and how it can engender a meaningful change in development policy. Development Policy Review, 35(1), 65–91. doi: 10.1111/dpr.12201
  • Khushalani, J., and Ozcan, Y. A. (2017). Are hospitals producing quality care efficiently? An analysis using dynamic network data envelopment analysis (DEA). Socio-Economic Planning Sciences. doi: 10.1016/j.seps.2017.01.009
  • Kirchberger, M. (2017). Natural disasters and labor markets. Journal of Development Economics, 125, 40–58. doi: 10.1016/j.jdeveco.2016.11.002
  • Lee, B. L., & Worthington, A. C. (2016). A network DEA quantity and quality-orientated production model: An application to Australian university research services. Omega, 60, 26–33. doi: 10.1016/j.omega.2015.05.014
  • Lewis, H. F., & Sexton, T. R. (2004). Network DEA: Efficiency analysis of organisations with complex internal structure. Computers and Operations Research, 31, 1365–1410. doi: 10.1016/S0305-0548(03)00095-9
  • Li, H., Chen, C., Cook, W. D., Zhang, J., and Zhu, J. (2017). Two-stage network DEA: Who is the leader? Omega. doi: 10.1016/j.omega.2016.12.009
  • Marre, K. (2013). Components of risk: A comparative glossary. In J. Birkmann (Ed.), Measuring vulnerability to natural hazards: Towards disaster resilient societies (pp. 596–618). Tokyo: United Nations University Press.
  • Matthews, K. (2013). Risk management and managerial efficiency in Chinese banks: A network DEA framework. Omega, 41, 207–215. doi: 10.1016/j.omega.2012.06.003
  • National Research Council (NRC). (2012). Disaster resilience: A national imperative. Washington: The National Academies Press.
  • Norris, F. H., Stevens, S. P., Pfefferbaum, B., Wyche, K. F., & Pfefferbaum, R. L. (2008). Community resilience as a metaphor, theory, set of capacities and strategy for disaster readiness. American Journal of Community Psychology, 41, 127–150. doi: 10.1007/s10464-007-9156-6
  • Omrani, H., & Soltanzadeh, E. (2016). Dynamic DEA models with network structure: An application for Iranian airlines. Journal of Air Transport Management, 57, 52–61. doi: 10.1016/j.jairtraman.2016.07.014
  • Parsons M., Glavac S., Hasting P., Marshall, G., McGregor, J., McNeill, J., Morley, P., Reeve, I. and Stayner, R. (2016). Top-down assessment of disaster resilience: A conceptual framework using coping and adaptive capacities. International Journal of Disaster Risk Reduction, 19, 1–11. doi: 10.1016/j.ijdrr.2016.07.005
  • Rencher, A. C. (2002). Methods of multivariate analysis. New York: John Wiley and Sons.
  • Rose, A. (2007). Economic resilience to natural and man-made disasters: Multidisciplinary origins and contextual dimensions. Environmental Hazards, 7, 383–398. doi: 10.1016/j.envhaz.2007.10.001
  • Rostamy-Malkhalifeh, M., Mollaeian, E., & Mamizadeh-Chatghayeh, S. (2013). A new non-radial network DEA model for evaluating performance supply chain. Indian Journal of Science and Technology, 6(3), 4188–4192.
  • Simar, L. (2003). Detecting outliers in frontier models: A simple approach. Journal of Productivity Analysis, 20, 391–424. doi: 10.1023/A:1027308001925
  • Thanassoulis, E. (1999). Setting achievement targets for school children. Education Economics, 7, 101–119. doi: 10.1080/09645299900000010
  • Tone, K., & Tsutsui, M. (2009). Network DEA: A slacks-based measure approach. European Journal of Operational Research, 197(1), 243–252. doi: 10.1016/j.ejor.2008.05.027
  • United Nations. (2015). Overview of natural disaster and their impacts in Asian and the Pacific 1970–2014. ESCAP Technical Paper. ESCAP: Information and Communiation Technology and Disaster Risk Reduction Division.
  • Walsh-Dilley, M., Wolford, W., & McCarthy, J. (2016). Rights for resilience: Food sovereignty, power, and resilience in development practice. Ecology and Society, 21(1), 11–19. doi: 10.5751/ES-07981-210111
  • Welsh, M. (2014). Resilience and responsibility: Governing uncertainty in a complex world. The Geographical Journal, 180, 15–26. doi: 10.1111/geoj.12012
  • Wilson, P. W. (1993). Detecting outliers in deterministic nonparametric frontier models with multiple outputs. Journal of Business and Economic Statistics, 22, 319–323.
  • Wilson, P. W. (1995). Detecting influential observation in data envelopment analysis. Journal of Productivity Analysis, 6, 27–45. doi: 10.1007/BF01073493
  • Yang, C., & Liu, H. M. (2012). Managerial efficiency in Taiwan bank branches: A network DEA. Economic Modelling, 29(2), 450–461. doi: 10.1016/j.econmod.2011.12.004
  • Yu, M.-M., & Lin, E. T. J. (2008). Efficiency and effectiveness in railway performance using a multi-activity network DEA model. Omega, 36, 1005–1017. doi: 10.1016/j.omega.2007.06.003
  • Zhao, Y., Triantis, K., Murray-Tuite, P., & Edara, P. (2011). Performance measurement of a transportation network with a downtown space reservation system: A network-DEA approach. Transportation Research Part E: Logistics and Transportation Review, 47(6), 1140–1159. doi: 10.1016/j.tre.2011.02.008

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