Situations faced in the advent of powerful hurricanes can be stressful for individuals due to the uncertainty they bring along. The consequences of these phenomena can leave individuals' recovery in their own hands until order is re-established, and support can reach out to them. This work aims to develop a tool to guide individuals through their decision-making during a hurricane disaster and recovery, using the experience of Hurricane María. The tool is a classic inventory model adapted to monitor individual's wellness through 48 hours after a hurricane arrival. This article presents the three stages followed in the development in this work: the assessment of individuals' sentiments toward Hurricane María via an online questionnaire, the development of the mathematical model, and the creation of a prototype in the form of a mobile application. Each phase presents an important contribution: a summary of first-hand knowledge obtained from the reactions of individuals who survived Hurricane María, a novel modeling approach to the problem, and a convenient framework that synthesizes both previous components.
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http://dx.doi.org/10.5055/jem.0548 | DOI Listing |
PLoS One
January 2025
Computational Media Lab, University of Texas at Austin, Austin, Texas, United States of America.
Instead of turning to emergency phone systems, social media platforms, such as Twitter, have emerged as alternative and sometimes preferred venues for members of the public in the US to communicate during hurricanes and other natural disasters. However, relevant posts are likely to be missed by responders given the volume of content on platforms. Previous work successfully identified relevant posts through machine-learned methods, but depended on human annotators.
View Article and Find Full Text PDFHealth Place
January 2025
University of Rochester Medical Center, Rochester, NY, United States. Electronic address:
The archipelago of Puerto Rico has faced multiple natural disasters, including hurricanes and earthquakes, disrupting the mental health and daily lives of its residents. These disasters, combined with socio-political abandonment, have led to the deterioration of the electrical grid, exacerbating health disparities. This study aimed to explore the linkages between natural and structural disasters, mental health, and energy independence in Puerto Rico.
View Article and Find Full Text PDFPsychol Trauma
January 2025
Medical University of South Carolina, Department of Psychiatry and Behavioral Sciences.
Objective: Youth may develop posttraumatic stress disorder (PTSD) following a hurricane. Triaging of mental health services is crucial to effectively deliver trauma-focused interventions following natural disasters. Given the increased likelihood of hurricanes due to the current climate crisis, this study sought to examine the dose-response effect between hurricane-related stressors and PTSD, identify a cumulative stressor cutoff score based on the number of hurricane-related stressors experienced, and identify important individual hurricane-related stressors in explaining PTSD symptoms among youth.
View Article and Find Full Text PDFRes Child Adolesc Psychopathol
January 2025
Department of Psychology, University of South Dakota, 414 East Clark Street, Vermillion, SD, USA.
Youth with complex health needs (CHNs; e.g., requiring daily assistance or equipment for care) and their parents face heightened vulnerabilities during natural disasters, potentially leading to poorer mental health outcomes compared to those without CHNs.
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