Diako Abbasi, Safoura Safari, Roshanak Nateghi, Allison C. Reilly
{"title":"风暴后的学习:飓风后长时间计划外学校关闭的特征和理解","authors":"Diako Abbasi, Safoura Safari, Roshanak Nateghi, Allison C. Reilly","doi":"10.1016/j.ijdrr.2025.105611","DOIUrl":null,"url":null,"abstract":"<div><div>Schools are critical hubs for both education and social services. However, disasters can force them to close unexpectedly and for prolonged periods, leading to learning loss and precarity in recovery. Between the 2011-12 and 2018-19 school years, over 13.4 million U.S. students experienced school closures lasting at least one week. Despite prior research highlighting how extended school closures can challenge regional recovery efforts, the factors that influence the duration of hurricane-related prolonged closures remain insufficiently explored at scale. In this study, we use statistical learning models to characterize both the likelihood and duration of unplanned prolonged school closures following hurricanes across all school districts in the Atlantic basin of the United States from 2011 to 2019. We find that indicators of hazard intensity, including wind speed and precipitation are among the important factors in explaining both the likelihood and duration of prolonged closures. Additionally, regional resources play a significant role. Higher per capita spending on students and district-wide per capita income makes districts more likely to experience prolonged closures, suggesting regional differences in risk tolerances or that low-resource schools understand their unique role in facilitating recovery and act quickly to reopen. However, the relationship between district expenditures and closure duration is more complex when prolonged closures occur; increasing per capita student spending is associated with shorter closures up until the 70th percentile of expenditures, at which point, increasing expenditures is associated with moderately longer closures. Finally, political leaning is important, with more conservative-leaning districts experiencing longer-duration closures. Our findings offer concrete evidence for policymakers, school administrators, and emergency managers on contributors of prolonged school closures and for building community resilience in the face of future hurricanes.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"125 ","pages":"Article 105611"},"PeriodicalIF":4.5000,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Learning after the storm: Characterizing and understanding prolonged unplanned school closures after hurricanes\",\"authors\":\"Diako Abbasi, Safoura Safari, Roshanak Nateghi, Allison C. Reilly\",\"doi\":\"10.1016/j.ijdrr.2025.105611\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Schools are critical hubs for both education and social services. However, disasters can force them to close unexpectedly and for prolonged periods, leading to learning loss and precarity in recovery. Between the 2011-12 and 2018-19 school years, over 13.4 million U.S. students experienced school closures lasting at least one week. Despite prior research highlighting how extended school closures can challenge regional recovery efforts, the factors that influence the duration of hurricane-related prolonged closures remain insufficiently explored at scale. In this study, we use statistical learning models to characterize both the likelihood and duration of unplanned prolonged school closures following hurricanes across all school districts in the Atlantic basin of the United States from 2011 to 2019. We find that indicators of hazard intensity, including wind speed and precipitation are among the important factors in explaining both the likelihood and duration of prolonged closures. Additionally, regional resources play a significant role. Higher per capita spending on students and district-wide per capita income makes districts more likely to experience prolonged closures, suggesting regional differences in risk tolerances or that low-resource schools understand their unique role in facilitating recovery and act quickly to reopen. However, the relationship between district expenditures and closure duration is more complex when prolonged closures occur; increasing per capita student spending is associated with shorter closures up until the 70th percentile of expenditures, at which point, increasing expenditures is associated with moderately longer closures. Finally, political leaning is important, with more conservative-leaning districts experiencing longer-duration closures. Our findings offer concrete evidence for policymakers, school administrators, and emergency managers on contributors of prolonged school closures and for building community resilience in the face of future hurricanes.</div></div>\",\"PeriodicalId\":13915,\"journal\":{\"name\":\"International journal of disaster risk reduction\",\"volume\":\"125 \",\"pages\":\"Article 105611\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-05-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International journal of disaster risk reduction\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2212420925004352\",\"RegionNum\":1,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GEOSCIENCES, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International journal of disaster risk reduction","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2212420925004352","RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GEOSCIENCES, MULTIDISCIPLINARY","Score":null,"Total":0}
Learning after the storm: Characterizing and understanding prolonged unplanned school closures after hurricanes
Schools are critical hubs for both education and social services. However, disasters can force them to close unexpectedly and for prolonged periods, leading to learning loss and precarity in recovery. Between the 2011-12 and 2018-19 school years, over 13.4 million U.S. students experienced school closures lasting at least one week. Despite prior research highlighting how extended school closures can challenge regional recovery efforts, the factors that influence the duration of hurricane-related prolonged closures remain insufficiently explored at scale. In this study, we use statistical learning models to characterize both the likelihood and duration of unplanned prolonged school closures following hurricanes across all school districts in the Atlantic basin of the United States from 2011 to 2019. We find that indicators of hazard intensity, including wind speed and precipitation are among the important factors in explaining both the likelihood and duration of prolonged closures. Additionally, regional resources play a significant role. Higher per capita spending on students and district-wide per capita income makes districts more likely to experience prolonged closures, suggesting regional differences in risk tolerances or that low-resource schools understand their unique role in facilitating recovery and act quickly to reopen. However, the relationship between district expenditures and closure duration is more complex when prolonged closures occur; increasing per capita student spending is associated with shorter closures up until the 70th percentile of expenditures, at which point, increasing expenditures is associated with moderately longer closures. Finally, political leaning is important, with more conservative-leaning districts experiencing longer-duration closures. Our findings offer concrete evidence for policymakers, school administrators, and emergency managers on contributors of prolonged school closures and for building community resilience in the face of future hurricanes.
期刊介绍:
The International Journal of Disaster Risk Reduction (IJDRR) is the journal for researchers, policymakers and practitioners across diverse disciplines: earth sciences and their implications; environmental sciences; engineering; urban studies; geography; and the social sciences. IJDRR publishes fundamental and applied research, critical reviews, policy papers and case studies with a particular focus on multi-disciplinary research that aims to reduce the impact of natural, technological, social and intentional disasters. IJDRR stimulates exchange of ideas and knowledge transfer on disaster research, mitigation, adaptation, prevention and risk reduction at all geographical scales: local, national and international.
Key topics:-
-multifaceted disaster and cascading disasters
-the development of disaster risk reduction strategies and techniques
-discussion and development of effective warning and educational systems for risk management at all levels
-disasters associated with climate change
-vulnerability analysis and vulnerability trends
-emerging risks
-resilience against disasters.
The journal particularly encourages papers that approach risk from a multi-disciplinary perspective.