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Implications of indicator aggregation methods for global change vulnerability reduction efforts

Author

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  • Elia A Machado

    (The City University of New York
    Graduate Center of the City University of New York)

  • Samuel Ratick

    (Clark University)

Abstract

Composite indices are used to assess and prioritize mitigation and adaptation strategies for addressing the impacts of global environmental change. We evaluate different aggregation tools for creating these indices and their potential effects on mitigation and adaptation efforts. We assess the association of each aggregation tool with different types of trade-offs, risk strategies, and the resulting spatial and statistical distribution of their composite scores. Four aggregation tools are investigated (Weighted Linear Combination, WLC; Ordered Weighted Average, OWA; Data Envelopment Analysis, DEA; Compromise Programming, CP) using an example of vulnerability to flooding in the eastern United States. The choice of aggregation tool affects vulnerability outcomes, decision risk strategies, and the prioritization of vulnerability reduction strategies. DEA produces the highest vulnerability scores, representing a risk averse strategy associated with pessimistic outcomes. WLC implies a neutral and fixed risk strategy. CP produces a range of outcomes from neutral (equivalent to the WLC) to pessimistic, depending on its parameters. OWA offers the highest flexibility to adjust the levels of trade-off and risk strategy, producing a range of vulnerability outcomes, from optimistic to pessimistic. The units of analysis, when prioritized across the different aggregation tools, are more consistent for the top ranked units. However, the differences in rank become substantial as the selection threshold score decreases. To obtain better informed vulnerability reduction strategies, we recommend to (i) address how trade-off and decision risk are embedded in the aggregation tool chosen, and (ii) evaluate their effect in the prioritization of mitigation and adaptation strategies being considered.

Suggested Citation

  • Elia A Machado & Samuel Ratick, 2018. "Implications of indicator aggregation methods for global change vulnerability reduction efforts," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(7), pages 1109-1141, October.
    • Handle: RePEc:spr:masfgc:v:23:y:2018:i:7:d:10.1007_s11027-017-9775-7
    DOI: 10.1007/s11027-017-9775-7
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    References listed on IDEAS

    as
    1. Clara Champalle & James D. Ford & Mya Sherman, 2015. "Prioritizing Climate Change Adaptations in Canadian Arctic Communities," Sustainability, MDPI, vol. 7(7), pages 1-25, July.
    2. John Tzilivakis & D. Warner & A. Green & K. Lewis, 2015. "Adapting to climate change: assessing the vulnerability of ecosystem services in Europe in the context of rural development," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 20(4), pages 547-572, April.
    3. Roy Brouwer & Sonia Akter & Luke Brander & Enamul Haque, 2007. "Socioeconomic Vulnerability and Adaptation to Environmental Risk: A Case Study of Climate Change and Flooding in Bangladesh," Risk Analysis, John Wiley & Sons, vol. 27(2), pages 313-326, April.
    4. Bakhtiar Feizizadeh & Thomas Blaschke, 2013. "GIS-multicriteria decision analysis for landslide susceptibility mapping: comparing three methods for the Urmia lake basin, Iran," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 65(3), pages 2105-2128, February.
    5. Jagmohan Sharma & Rajiv Chaturvedi & G. Bala & N. Ravindranath, 2015. "Assessing “inherent vulnerability” of forests: a methodological approach and a case study from Western Ghats, India," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 20(4), pages 573-590, April.
    6. Alexandra Lesnikowski & James Ford & Lea Berrang-Ford & Magda Barrera & Jody Heymann, 2015. "How are we adapting to climate change? A global assessment," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 20(2), pages 277-293, February.
    7. Zbigniew Kundzewicz & Nicola Lugeri & Rutger Dankers & Yukiko Hirabayashi & Petra Döll & Iwona Pińskwar & Tomasz Dysarz & Stefan Hochrainer & Piotr Matczak, 2010. "Assessing river flood risk and adaptation in Europe—review of projections for the future," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 15(7), pages 641-656, October.
    8. Christian Kuhlicke & Anna Scolobig & Sue Tapsell & Annett Steinführer & Bruna Marchi, 2011. "Contextualizing social vulnerability: findings from case studies across Europe," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 58(2), pages 789-810, August.
    9. C. J. Vörösmarty & P. B. McIntyre & M. O. Gessner & D. Dudgeon & A. Prusevich & P. Green & S. Glidden & S. E. Bunn & C. A. Sullivan & C. Reidy Liermann & P. M. Davies, 2010. "Global threats to human water security and river biodiversity," Nature, Nature, vol. 467(7315), pages 555-561, September.
    10. George Clark & Susanne Moser & Samuel Ratick & Kirstin Dow & William Meyer & Srinivas Emani & Weigen Jin & Jeanne Kasperson & Roger Kasperson & Harry Schwarz, 1998. "Assessing the Vulnerability of Coastal Communities to Extreme Storms: The Case of Revere, MA., USA," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 3(1), pages 59-82, January.
    11. J. Refsgaard & K. Arnbjerg-Nielsen & M. Drews & K. Halsnæs & E. Jeppesen & H. Madsen & A. Markandya & J. Olesen & J. Porter & J. Christensen, 2013. "The role of uncertainty in climate change adaptation strategies—A Danish water management example," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 18(3), pages 337-359, March.
    12. Susan L. Cutter & Bryan J. Boruff & W. Lynn Shirley, 2003. "Social Vulnerability to Environmental Hazards," Social Science Quarterly, Southwestern Social Science Association, vol. 84(2), pages 242-261, June.
    13. Sirkku Juhola & Sylvia Kruse, 2015. "A framework for analysing regional adaptive capacity assessments: challenges for methodology and policy making," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 20(1), pages 99-120, January.
    14. Alejandro Monterroso & Cecilia Conde & Carlos Gay & David Gómez & José López, 2014. "Two methods to assess vulnerability to climate change in the Mexican agricultural sector," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 19(4), pages 445-461, April.
    15. Jeremy Martinich & James Neumann & Lindsay Ludwig & Lesley Jantarasami, 2013. "Risks of sea level rise to disadvantaged communities in the United States," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 18(2), pages 169-185, February.
    16. M. Das & P. Srivastava & A. Rej & Md. Mandal & A. Sharma, 2016. "A framework for assessing vulnerability of inland fisheries to impacts of climate variability in India," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 21(2), pages 279-296, February.
    17. Dagmar Schröter & Colin Polsky & Anthony Patt, 2005. "Assessing vulnerabilities to the effects of global change: an eight step approach," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 10(4), pages 573-595, October.
    18. Claus Rinner & Jacek Malczewski, 2002. "Web-enabled spatial decision analysis using Ordered Weighted Averaging (OWA)," Journal of Geographical Systems, Springer, vol. 4(4), pages 385-403, December.
    19. Upasna Sharma & Anand Patwardhan, 2008. "Methodology for identifying vulnerability hotspots to tropical cyclone hazard in India," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 13(7), pages 763-763, August.
    20. Zhi-Fu Mi & Yi-Ming Wei & Chen-Qi He & Hua-Nan Li & Xiao-Chen Yuan & Hua Liao, 2017. "Regional efforts to mitigate climate change in China: a multi-criteria assessment approach," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 22(1), pages 45-66, January.
    21. Amanda Savitt, 2017. "Insurance as a tool for hazard risk management? An evaluation of the literature," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 86(2), pages 583-599, March.
    22. Upasna Sharma & Anand Patwardhan, 2008. "Methodology for identifying vulnerability hotspots to tropical cyclone hazard in India," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 13(7), pages 703-717, August.
    23. Mathew C. Schmidtlein & Roland C. Deutsch & Walter W. Piegorsch & Susan L. Cutter, 2008. "A Sensitivity Analysis of the Social Vulnerability Index," Risk Analysis, John Wiley & Sons, vol. 28(4), pages 1099-1114, August.
    24. Lisa Rygel & David O’sullivan & Brent Yarnal, 2006. "A Method for Constructing a Social Vulnerability Index: An Application to Hurricane Storm Surges in a Developed Country," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 11(3), pages 741-764, May.
    25. Sadiq, Rehan & Tesfamariam, Solomon, 2007. "Probability density functions based weights for ordered weighted averaging (OWA) operators: An example of water quality indices," European Journal of Operational Research, Elsevier, vol. 182(3), pages 1350-1368, November.
    26. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    27. P. Debels & C. Szlafsztein & P. Aldunce & C. Neri & Y. Carvajal & M. Quintero-Angel & A. Celis & A. Bezanilla & D. Martínez, 2009. "IUPA: a tool for the evaluation of the general usefulness of practices for adaptation to climate change and variability," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 50(2), pages 211-233, August.
    28. Bosetti, Valentina & Buchner, Barbara, 2009. "Data Envelopment Analysis of different climate policy scenarios," Ecological Economics, Elsevier, vol. 68(5), pages 1340-1354, March.
    29. Le-Le Zou & Yi-Ming Wei, 2009. "Impact assessment using DEA of coastal hazards on social-economy in Southeast Asia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 48(2), pages 167-189, February.
    30. José Aceves-Quesada & Jesús Díaz-Salgado & Jorge López-Blanco, 2007. "Vulnerability assessment in a volcanic risk evaluation in Central Mexico through a multi-criteria-GIS approach," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 40(2), pages 339-356, February.
    31. S. Eriksen & P. Kelly, 2007. "Developing Credible Vulnerability Indicators for Climate Adaptation Policy Assessment," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 12(4), pages 495-524, May.
    32. Paul Kirshen & Chris Watson & Ellen Douglas & Allen Gontz & Jawon Lee & Yong Tian, 2008. "Coastal flooding in the Northeastern United States due to climate change," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 13(5), pages 437-451, June.
    33. D. Yoon, 2012. "Assessment of social vulnerability to natural disasters: a comparative study," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 63(2), pages 823-843, September.
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