IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v12y2025i1d10.1057_s41599-025-05274-0.html
   My bibliography  Save this article

Power outages and social vulnerability in the U.S. Gulf Coast: multilevel Bayesian models of outage durations amid rising extreme weather

Author

Listed:
  • Smitha Rao

    (The Ohio State University College of Social Work)

  • Shane A. Scaggs

    (The Ohio State University College of Arts & Sciences (Department of Anthropology))

  • Alexandria Asuan

    (The Ohio State University College of Arts & Sciences (Department of Anthropology))

  • Anais D. Roque

    (Nicholas School of the Environment)

Abstract

Extreme weather events and disasters, coupled with aging and underfunded infrastructure, threaten critical systems like energy grids. Disruptions in these systems following disasters have cascading impacts on population health and well-being. By combining power outage, disaster, and social vulnerability information (2017–2022) at the county level in one of the most disaster-prone regions of the United States, the Gulf Coast, we created hierarchical Bayesian models to infer profiles of regions experiencing slower restoration following disasters such as tropical storms, heat waves, snowstorms, inter alia. Hurricanes/tropical storms and heat waves were associated with the longest outages regionally. We also estimated the 10 most and least vulnerable counties based on average outages, irrespective of specific hazards. Characterizing community profiles and key vulnerabilities to prolonged post-disaster energy insecurity is critical to prioritizing energy restoration, justice-oriented energy transition policies, and sociotechnical resilience in the region. Comparing observed and predicted outages and accounting for social vulnerabilities, these results can aid planning efforts in community and policy contexts across the region.

Suggested Citation

  • Smitha Rao & Shane A. Scaggs & Alexandria Asuan & Anais D. Roque, 2025. "Power outages and social vulnerability in the U.S. Gulf Coast: multilevel Bayesian models of outage durations amid rising extreme weather," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
  • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-05274-0
    DOI: 10.1057/s41599-025-05274-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-025-05274-0
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-025-05274-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Liévanos, Raoul S. & Horne, Christine, 2017. "Unequal resilience: The duration of electricity outages," Energy Policy, Elsevier, vol. 108(C), pages 201-211.
    2. Seth E. Spielman & Joseph Tuccillo & David C. Folch & Amy Schweikert & Rebecca Davies & Nathan Wood & Eric Tate, 2020. "Evaluating social vulnerability indicators: criteria and their application to the Social Vulnerability Index," 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. 100(1), pages 417-436, January.
    3. Sara K. E. Peterson & Susan Spierre Clark & Michael A. Shelly & Samantha E. M. Horn, 2024. "Assessing the household burdens of infrastructure disruptions in Texas during Winter Storm Uri," 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. 120(8), pages 7065-7104, June.
    4. K. Burrows & G. B. Anderson & M. Yan & A. Wilson & M. B. Sabath & J. Y. Son & H. Kim & F. Dominici & M. L. Bell, 2023. "Health disparities among older adults following tropical cyclone exposure in Florida," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    5. Tormos-Aponte, Fernando & García-López, Gustavo & Painter, Mary Angelica, 2021. "Energy inequality and clientelism in the wake of disasters: From colorblind to affirmative power restoration," Energy Policy, Elsevier, vol. 158(C).
    6. Elisaveta P. Petkova & Kristie L. Ebi & Derrin Culp & Irwin Redlener, 2015. "Climate Change and Health on the U.S. Gulf Coast: Public Health Adaptation is Needed to Address Future Risks," IJERPH, MDPI, vol. 12(8), pages 1-15, August.
    7. Michela Biasutti & Adam Sobel & Suzana Camargo & Timothy Creyts, 2012. "Projected changes in the physical climate of the Gulf Coast and Caribbean," Climatic Change, Springer, vol. 112(3), pages 819-845, June.
    8. Alexia Stock & Rachel A. Davidson & James Kendra & V. Nuno Martins & Bradley Ewing & Linda K. Nozick & Kate Starbird & Maggie Leon-Corwin, 2023. "Household impacts of interruption to electric power and water services," 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. 115(3), pages 2279-2306, February.
    9. Butler, Richard J & Worrall, John D, 1991. "Gamma Duration Models with Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 161-166, February.
    10. Vivian Do & Heather McBrien & Nina M. Flores & Alexander J. Northrop & Jeffrey Schlegelmilch & Mathew V. Kiang & Joan A. Casey, 2023. "Spatiotemporal distribution of power outages with climate events and social vulnerability in the USA," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    11. Mary Angelica Painter & Sameer H. Shah & Gwendolyn C. Damestoit & Fariha Khalid & Wendy Prudencio & Musabber Ali Chisty & Fernando Tormos-Aponte & Olga Wilhelmi, 2024. "A systematic scoping review of the Social Vulnerability Index as applied to natural hazards," 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. 120(8), pages 7265-7356, June.
    12. Lidia Cano Pecharroman & ChangHoon Hahn, 2024. "Exposing disparities in flood adaptation for equitable future interventions in the USA," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    13. Diana Mitsova & Ann-Margaret Esnard & Alka Sapat & Betty S. Lai, 2018. "Socioeconomic vulnerability and electric power restoration timelines in Florida: the case of Hurricane Irma," 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. 94(2), pages 689-709, November.
    14. Voisin, N. & Kintner-Meyer, M. & Skaggs, R. & Nguyen, T. & Wu, D. & Dirks, J. & Xie, Y. & Hejazi, M., 2016. "Vulnerability of the US western electric grid to hydro-climatological conditions: How bad can it get?," Energy, Elsevier, vol. 115(P1), pages 1-12.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ptak, Thomas & Brooks, Julie & Stock, Ryan, 2025. "A systematic review and typology of power outage literature: Critical infrastructure, climate change and social impacts," Renewable and Sustainable Energy Reviews, Elsevier, vol. 218(C).
    2. Viviana Torres-Díaz & María de la Cruz del Río-Rama & José Álvarez-García & Francisco Venegas-Martínez, 2025. "Spatial Inequalities and the Sensitivity of Social Vulnerability in Ecuador," Land, MDPI, vol. 14(11), pages 1-21, October.
    3. Qiao Yu & Tristan Que & Lara J. Cushing & Gregory Pierce & Ke Shen & Mayank Kejriwal & Yuan Yao & Yifang Zhu, 2025. "Equity and reliability of public electric vehicle charging stations in the United States," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
    4. Montañés, Cristina Crespo & Ray, Isha & Jacome, Veronica, 2025. "Out of sight, out of mind? How electricity (un)reliability shapes residential energy transitions," Applied Energy, Elsevier, vol. 385(C).
    5. Paul Nduhuura & Matthias Garschagen & Abdellatif Zerga, 2020. "Mapping and Spatial Analysis of Electricity Load Shedding Experiences: A Case Study of Communities in Accra, Ghana," Energies, MDPI, vol. 13(17), pages 1-26, August.
    6. Belligoni, Sara & Trader, Elizabeth & Li, Mengjie & Rahman, Mohammad Siddiqur & Ali, Javed & Enriquez, Alejandra Rodriguez & Nagaraj, Meghana & Aksha, Sanam K. & Stevens, Kelly A. & Wahl, Thomas & Emr, 2025. "Transdisciplinary research promoting clean and resilient energy systems for socially vulnerable communities: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 213(C).
    7. Loni, Abdolah & Asadi, Somayeh, 2024. "A data-driven approach to quantify social vulnerability to power outages: California case study," Applied Energy, Elsevier, vol. 359(C).
    8. Shelley Hoover & Eric Tate, 2025. "Spatial heterogeneity in social vulnerability to flood exposure," 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. 121(11), pages 12695-12719, June.
    9. S. Amin Enderami & Elaina Sutley, 2024. "Social vulnerability score: a scalable index for representing social vulnerability in virtual community resilience testbeds," 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. 120(7), pages 6457-6480, May.
    10. Diana Mitsova & Ann-Margaret Esnard & Monica Escaleras & Alka Sapat & Lilah Besser, 2025. "Disparate household recovery outcomes in rural communities: a longitudinal analysis of Hurricane Michael's impact on the Florida Panhandle," 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. 121(10), pages 11337-11369, June.
    11. Voisin, Nathalie & Dyreson, Ana & Fu, Tao & O'Connell, Matt & Turner, Sean W.D. & Zhou, Tian & Macknick, Jordan, 2020. "Impact of climate change on water availability and its propagation through the Western U.S. power grid," Applied Energy, Elsevier, vol. 276(C).
    12. Koh, Rachel & Kern, Jordan & Galelli, Stefano, 2022. "Hard-coupling water and power system models increases the complementarity of renewable energy sources," Applied Energy, Elsevier, vol. 321(C).
    13. Sean Fox & Felix Agyemang & Laurence Hawker & Jeffrey Neal, 2024. "Integrating social vulnerability into high-resolution global flood risk mapping," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    14. Gainbi Park & Zengwang Xu, 2022. "The constituent components and local indicator variables of social vulnerability index," 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. 110(1), pages 95-120, January.
    15. Itziar Modrego-Monforte & Mikel Barrena-Herrán & Olatz Grijalba, 2023. "A Multi-Criteria Analysis GIS Tool for Measuring the Vulnerability of the Residential Stock Based on Multidimensional Indices," Land, MDPI, vol. 12(8), pages 1-16, August.
    16. Schaefli, Bettina & Manso, Pedro & Fischer, Mauro & Huss, Matthias & Farinotti, Daniel, 2017. "The role of glacier retreat for Swiss hydropower production," Earth Arxiv 7z96d, Center for Open Science.
    17. Fortin, B. & Lanoie, P., 1998. "Effects of Workers' Compensation : A Survey," Papers 9816, Laval - Recherche en Politique Economique.
    18. Vivian Do & Heather McBrien & Nina M. Flores & Alexander J. Northrop & Jeffrey Schlegelmilch & Mathew V. Kiang & Joan A. Casey, 2023. "Spatiotemporal distribution of power outages with climate events and social vulnerability in the USA," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    19. Joseph L.-H. Tsui & Rosario Evans Pena & Monika Moir & Rhys P. D. Inward & Eduan Wilkinson & James Emmanuel San & Jenicca Poongavanan & Sumali Bajaj & Bernardo Gutierrez & Abhishek Dasgupta & Tulio Ol, 2024. "Impacts of climate change-related human migration on infectious diseases," Nature Climate Change, Nature, vol. 14(8), pages 793-802, August.
    20. O'Connell, & Voisin, Nathalie & Macknick, & Fu,, 2019. "Sensitivity of Western U.S. power system dynamics to droughts compounded with fuel price variability," Applied Energy, Elsevier, vol. 247(C), pages 745-754.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-05274-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/palcomms/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.