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A Hierarchical Multilevel Approach in Assessing Factors Explaining Country-Level Climate Change Vulnerability

Author

Listed:
  • George Halkos

    (Laboratory of Operations Research, Department of Economics, University of Thessaly, 38333 Volos, Greece)

  • Antonis Skouloudis

    (Department of the Environment, University of the Aegean, 81132 Mytilene Lesvos, Greece)

  • Chrisovalantis Malesios

    (Operations & Information Management Department, Aston Business School, Birmingham Β4 7ΕΤ, UK)

  • Nikoleta Jones

    (Department of Land Economy, University of Cambridge, Cambridge CB3 9EP, UK)

Abstract

Assessing vulnerability is key in the planning of climate change adaptation policies and, more importantly, in determining actions increasing resilience across different locations. This study presents the results of a hierarchical linear multilevel modeling approach that utilizes as dependent variable the Notre Dame Global Adaptation Initiative (ND-GAIN) Climate Change Vulnerability Index and explores the relative impact of a number of macro-level characteristics on vulnerability, including GDP, public debt, population, agricultural coverage and sociopolitical and institutional conditions. A 1995–2016 annual time series that yields a panel dataset of 192 countries is employed. Findings suggest that country-level climate change vulnerability is responding (strongly) to the majority of the explanatory variables considered. Findings also confirm that less-developed countries demonstrate increased vulnerability compared to the developed ones and those in transition stages. While these results indeed warrant further attention, they provide a background for a more nuanced understanding of aspects defining country-level patterns of climate vulnerability.

Suggested Citation

  • George Halkos & Antonis Skouloudis & Chrisovalantis Malesios & Nikoleta Jones, 2020. "A Hierarchical Multilevel Approach in Assessing Factors Explaining Country-Level Climate Change Vulnerability," Sustainability, MDPI, vol. 12(11), pages 1-14, May.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:11:p:4438-:d:364715
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    as
    1. Nordgren, John & Stults, Missy & Meerow, Sara, 2016. "Supporting local climate change adaptation: Where we are and where we need to go," Environmental Science & Policy, Elsevier, vol. 66(C), pages 344-352.
    2. Government of Fiji, 2017. "Climate Vulnerability Assessment," World Bank Publications - Reports 28870, The World Bank Group.
    3. Alireza Gohari & Ali Mirchi & Kaveh Madani, 2017. "System Dynamics Evaluation of Climate Change Adaptation Strategies for Water Resources Management in Central Iran," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(5), pages 1413-1434, March.
    4. Alex Bowen & Sarah Cochrane & Samuel Fankhauser, 2012. "Climate change, adaptation and economic growth," Climatic Change, Springer, vol. 113(2), pages 95-106, July.
    5. Hein, Walter & Wilson, Clevo & Lee, Boon & Rajapaksa, Darshana & de Moel, Hans & Athukorala, Wasantha & Managi, Shunsuke, 2019. "Climate change and natural disasters: Government mitigation activities and public property demand response," Land Use Policy, Elsevier, vol. 82(C), pages 436-443.
    6. Jawid, Asadullah & Khadjavi, Menusch, 2019. "Adaptation to climate change in Afghanistan: Evidence on the impact of external interventions," Economic Analysis and Policy, Elsevier, vol. 64(C), pages 64-82.
    7. Vitor Baccarin Zanetti & Wilson Cabral De Sousa Junior & Débora M. De Freitas, 2016. "A Climate Change Vulnerability Index and Case Study in a Brazilian Coastal City," Sustainability, MDPI, vol. 8(8), pages 1-12, August.
    8. Stefan Hochrainer-Stigler & JoAnne Linnerooth-Bayer & Junko Mochizuki, 2019. "Flood Proofing Low-Income Houses in India: an Application of Climate-Sensitive Probabilistic Benefit-Cost Analysis," Economics of Disasters and Climate Change, Springer, vol. 3(1), pages 23-38, April.
    9. Harrison, Matthew T. & Cullen, Brendan R. & Rawnsley, Richard P., 2016. "Modelling the sensitivity of agricultural systems to climate change and extreme climatic events," Agricultural Systems, Elsevier, vol. 148(C), pages 135-148.
    10. Iglesias, Ana & Garrote, Luis, 2015. "Adaptation strategies for agricultural water management under climate change in Europe," Agricultural Water Management, Elsevier, vol. 155(C), pages 113-124.
    11. Athukorala, Wasantha & Martin, Wade & Wilson, Clevo & Rajapaksa, Darshana, 2019. "Valuing bushfire risk to homeowners: Hedonic property values study in Queensland, Australia," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 44-56.
    12. Alireza Gohari & Ali Mirchi & Kaveh Madani, 2017. "Erratum to: System Dynamics Evaluation of Climate Change Adaptation Strategies for Water Resources Management in Central Iran," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(13), pages 4367-4368, October.
    13. S. Balica & N. Wright & F. Meulen, 2012. "A flood vulnerability index for coastal cities and its use in assessing climate change impacts," 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. 64(1), pages 73-105, October.
    14. Miranda, Marie Lynn & Hastings, Douglas Andrew & Aldy, Joseph Edgar & Schlesinger, William H., 2011. "The Environmental Justice Dimensions of Climate Change," Scholarly Articles 9639982, Harvard Kennedy School of Government.
    15. Md Aboul Fazal Younus & Md Alamgir Kabir, 2018. "Climate Change Vulnerability Assessment and Adaptation of Bangladesh: Mechanisms, Notions and Solutions," Sustainability, MDPI, vol. 10(11), pages 1-17, November.
    16. Anatoly Shvidenko & Igor Buksha & Svitlana Krakovska & Petro Lakyda, 2017. "Vulnerability of Ukrainian Forests to Climate Change," Sustainability, MDPI, vol. 9(7), pages 1-35, June.
    17. Tanvir Pavel & Pallab Mozumder, 2019. "Household Preferences for Managing Coastal Vulnerability: State vs. Federal Adaptation Fund," Economics of Disasters and Climate Change, Springer, vol. 3(3), pages 281-304, October.
    18. Kwan-Young Oh & Moung-Jin Lee & Seong-Woo Jeon, 2017. "Development of the Korean Climate Change Vulnerability Assessment Tool (VESTAP)—Centered on Health Vulnerability to Heat Waves," Sustainability, MDPI, vol. 9(7), pages 1-15, June.
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