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A Factor Analysis Approach Toward Reconciling Community Vulnerability and Resilience Indices for Natural Hazards

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  • Paul M. Johnson
  • Corey E. Brady
  • Craig Philip
  • Hiba Baroud
  • Janey V. Camp
  • Mark Abkowitz

Abstract

The concepts of vulnerability and resilience help explain why natural hazards of similar type and magnitude can have disparate impacts on varying communities. Numerous frameworks have been developed to measure these concepts, but a clear and consistent method of comparing them is lacking. Here, we develop a data‐driven approach for reconciling a popular class of frameworks known as vulnerability and resilience indices. In particular, we conduct an exploratory factor analysis on a comprehensive set of variables from established indices measuring community vulnerability and resilience at the U.S. county level. The resulting factor model suggests that 50 of the 130 analyzed variables effectively load onto five dimensions: wealth, poverty, agencies per capita, elderly populations, and non–English‐speaking populations. Additionally, the factor structure establishes an objective and intuitive schema for relating the constituent elements of vulnerability and resilience indices, in turn affording researchers a flexible yet robust baseline for validating and expanding upon current approaches.

Suggested Citation

  • Paul M. Johnson & Corey E. Brady & Craig Philip & Hiba Baroud & Janey V. Camp & Mark Abkowitz, 2020. "A Factor Analysis Approach Toward Reconciling Community Vulnerability and Resilience Indices for Natural Hazards," Risk Analysis, John Wiley & Sons, vol. 40(9), pages 1795-1810, September.
    • Handle: RePEc:wly:riskan:v:40:y:2020:i:9:p:1795-1810
    DOI: 10.1111/risa.13508
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    1. Christopher G. Burton, 2015. "A Validation of Metrics for Community Resilience to Natural Hazards and Disasters Using the Recovery from Hurricane Katrina as a Case Study," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(1), pages 67-86, January.
    2. Susan Cutter, 2016. "The landscape of disaster resilience indicators in the USA," 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. 80(2), pages 741-758, January.
    3. Henry Kaiser, 1958. "The varimax criterion for analytic rotation in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 23(3), pages 187-200, September.
    4. Laura A. Bakkensen & Cate Fox‐Lent & Laura K. Read & Igor Linkov, 2017. "Validating Resilience and Vulnerability Indices in the Context of Natural Disasters," Risk Analysis, John Wiley & Sons, vol. 37(5), pages 982-1004, May.
    5. Leslie Gillespie‐Marthaler & Katherine Nelson & Hiba Baroud & Mark Abkowitz, 2019. "Selecting Indicators for Assessing Community Sustainable Resilience," Risk Analysis, John Wiley & Sons, vol. 39(11), pages 2479-2498, November.
    6. John Horn, 1965. "A rationale and test for the number of factors in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 30(2), pages 179-185, June.
    7. Kathleen Sherrieb & Fran Norris & Sandro Galea, 2010. "Measuring Capacities for Community Resilience," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 99(2), pages 227-247, November.
    8. D.K. Yoon & Jung Eun Kang & Samuel D. Brody, 2016. "A measurement of community disaster resilience in Korea," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 59(3), pages 436-460, March.
    9. 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.
    10. Bairong Wang & Jun Zhuang, 2017. "Crisis information distribution on Twitter: a content analysis of tweets during Hurricane Sandy," 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. 89(1), pages 161-181, October.
    11. J. Park & T. P. Seager & P. S. C. Rao & M. Convertino & I. Linkov, 2013. "Integrating Risk and Resilience Approaches to Catastrophe Management in Engineering Systems," Risk Analysis, John Wiley & Sons, vol. 33(3), pages 356-367, March.
    12. Cohen, Odeya & Leykin, Dima & Lahad, Mooli & Goldberg, Avishay & Aharonson-Daniel, Limor, 2013. "The conjoint community resiliency assessment measure as a baseline for profiling and predicting community resilience for emergencies," Technological Forecasting and Social Change, Elsevier, vol. 80(9), pages 1732-1741.
    13. Linda Sorg & Neiler Medina & Daniel Feldmeyer & Arlex Sanchez & Zoran Vojinovic & Jörn Birkmann & Alessandra Marchese, 2018. "Capturing the multifaceted phenomena of socioeconomic vulnerability," 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. 92(1), pages 257-282, May.
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    1. Sahar Derakhshan & Leah Blackwood & Margot Habets & Julia F. Effgen & Susan L. Cutter, 2022. "Prisoners of Scale: Downscaling Community Resilience Measurements for Enhanced Use," Sustainability, MDPI, vol. 14(11), pages 1-15, June.

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