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Construction of the Scale-Specific Resilience Index to Facilitate Multiscale Decision Making in Disaster Management: A Case Study of the 2015 Nepal Earthquake

Author

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  • Jinglu Song

    (Xi’an Jiaotong-Liverpool University
    The Chinese University of Hong Kong)

  • Bo Huang

    (The Chinese University of Hong Kong
    The Chinese University of Hong Kong
    Shenzhen Research Institute, The Chinese University of Hong Kong)

  • Rongrong Li

    (The Chinese University of Hong Kong)

  • Rishikesh Pandey

    (Pokhara University)

Abstract

Many scholars have advocated for the use of empirical evidence to assess resilience across scales and over time. Accordingly, we conduct a case study using survey data on individual perceptions of disaster relief that were gathered each month from August to December 2015, shortly after the 2015 Nepal earthquake. We construct a scale-specific resilience index (SSRI) based on a set of variables that are validated separately at different spatial scales and over time against the survey data. The regression results show that the variables related to household structure, industrial diversity, community capital, and accessibility and emergency services are validated against the survey data at both the district and sub-district levels, the variables related to ethnic diversity and the capacity of emergency camps are validated only at the district level, and the earthquake experiences variable is validated only at the sub-district level. Consequently, to achieve optimal models, we use six validated variables to construct an SSRI at the district level and seven variables, including those related to the vulnerability of household property and the average elevation, to construct an SSRI at the sub-district level. The SSRI scores are validated via multilevel regression models against the surveyed relief scores after the 2015 Nepal earthquake. The results show that the SSRI scores based on the validated variables correlate favorably and as expected against the survey data at both district and sub-district levels, and outperform the composite resilience index, which considers all of the variables regardless of their individual validation results. The method used to construct the SSRI helps to identify the contributions of multidimensional resilience indicators across spatial scales and over time in real cases, and also provides index scores of scale-specific resilience that are easily understood and applicable to multi-scale decision-making processes.

Suggested Citation

  • Jinglu Song & Bo Huang & Rongrong Li & Rishikesh Pandey, 2020. "Construction of the Scale-Specific Resilience Index to Facilitate Multiscale Decision Making in Disaster Management: A Case Study of the 2015 Nepal Earthquake," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(1), pages 189-223, February.
    • Handle: RePEc:spr:soinre:v:148:y:2020:i:1:d:10.1007_s11205-019-02188-8
    DOI: 10.1007/s11205-019-02188-8
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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. Iain Watson, 2017. "Resilience and disaster risk reduction: reclassifying diversity and national identity in post-earthquake Nepal," Third World Quarterly, Taylor & Francis Journals, vol. 38(2), pages 483-504, February.
    3. Volodymyr V. Mihunov & Nina S. N. Lam & Lei Zou & Robert V. Rohli & Nazla Bushra & Margaret A. Reams & Jennifer E. Argote, 2018. "Community Resilience to Drought Hazard in the South-Central United States," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 108(3), pages 739-755, May.
    4. Alex Lo & Lewis Cheung, 2015. "Seismic risk perception in the aftermath of Wenchuan earthquakes in southwestern China," 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. 78(3), pages 1979-1996, September.
    5. 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.
    6. Philip Berke & Galen Newman & Jaekyung Lee & Tabitha Combs & Carl Kolosna & David Salvesen, 2015. "Evaluation of Networks of Plans and Vulnerability to Hazards and Climate Change: A Resilience Scorecard," Journal of the American Planning Association, Taylor & Francis Journals, vol. 81(4), pages 287-302, October.
    7. James Gardner & Julie Dekens, 2007. "Mountain hazards and the resilience of social–ecological systems: lessons learned in India and Canada," 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. 41(2), pages 317-336, May.
    8. Nathan Wood & Christopher Burton & Susan Cutter, 2010. "Community variations in social vulnerability to Cascadia-related tsunamis in the U.S. Pacific Northwest," 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. 52(2), pages 369-389, February.
    9. Kelvyn Jones & Ron Johnston & David Manley & Dewi Owen & Chris Charlton, 2015. "Ethnic Residential Segregation: A Multilevel, Multigroup, Multiscale Approach Exemplified by London in 2011," Demography, Springer;Population Association of America (PAA), vol. 52(6), pages 1995-2019, December.
    10. Alexander Fekete & Marion Damm & Jörn Birkmann, 2010. "Scales as a challenge for vulnerability assessment," 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. 55(3), pages 729-747, December.
    11. David Manley & Ron Johnston & Kelvyn Jones & Dewi Owen, 2015. "Macro-, Meso- and Microscale Segregation: Modeling Changing Ethnic Residential Patterns in Auckland, New Zealand, 2001–2013," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(5), pages 951-967, September.
    12. Yu Xiao & Joshua Drucker, 2013. "Does Economic Diversity Enhance Regional Disaster Resilience?," Journal of the American Planning Association, Taylor & Francis Journals, vol. 79(2), pages 148-160, April.
    13. P. Bubeck & W. J. W. Botzen & J. C. J. H. Aerts, 2012. "A Review of Risk Perceptions and Other Factors that Influence Flood Mitigation Behavior," Risk Analysis, John Wiley & Sons, vol. 32(9), pages 1481-1495, September.
    14. Tapan K. Dhar & Luna Khirfan, 2016. "Community-based adaptation through ecological design: lessons from Negril, Jamaica," Journal of Urban Design, Taylor & Francis Journals, vol. 21(2), pages 234-255, April.
    15. Peter D. Howe & Matto Mildenberger & Jennifer R. Marlon & Anthony Leiserowitz, 2015. "Geographic variation in opinions on climate change at state and local scales in the USA," Nature Climate Change, Nature, vol. 5(6), pages 596-603, June.
    16. 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.
    17. National planning commission Government of Nepal, 2015. "Nepal Earthquake 2015: Post Disaster Needs Assessment - Executive Summary," Working Papers id:7093, eSocialSciences.
    18. Hongjian Zhou & Jing’ai Wang & Jinhong Wan & Huicong Jia, 2010. "Resilience to natural hazards: a geographic perspective," 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. 53(1), pages 21-41, April.
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