Disruption to test scores after hurricanes in the United States.

Environmental research, health : ERH Pub Date : 2025-06-01 Epub Date: 2025-02-14 DOI:10.1088/2752-5309/adb32b
Gabriella Y Meltzer, G Brooke Anderson, Xicheng Xie, Joan A Casey, Joel Schwartz, Michelle L Bell, Yoshira Ornelas Van Horne, Jared Fox, Marianthi-Anna Kioumourtzoglou, Robbie M Parks
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Abstract

Quantifying how hurricanes disrupt educational attainment is essential to evaluating the burden of climate-related disasters. Here, we examine the association between hurricane-force tropical cyclones and educational attainment among elementary and middle school students in all affected areas in the United States during the 2008/2009-2017/2018 school years. Educational performance was based on county-level average standardized test scores in math and reading/language arts (RLAs). Hurricane-force tropical cyclone-exposed counties were those that experienced a sustained maximal wind speed ⩾64 knots. We estimated the association between hurricane-force tropical cyclone exposure and long-term test scores using a Bayesian hierarchical linear model, accounting for time-varying covariates at the county and grade cohort level. For hurricane-exposed counties, compared with the rest of the state, there were better test scores in Florida in math (β = 0.14; 95% CrI: 0.02, 0.26; PP[β > 0] = 99.0%) and RLA (β = 0.11; 95% CrI: 0.02, 0.22; PP[β > 0] = 99.2%), and worse math scores in North Carolina (β = -0.16; 95% CrI: -0.29, -0.03; PP[β < 0] = 99.4%). Grade cohorts with more racialized and minoritized (e.g. Black, Hispanic, Indigenous) and socioeconomically disadvantaged students tended to have lower test scores, while grade cohorts with greater shares of students racialized as Asian and counties with more college-educated adults tended to have higher scores regardless of hurricane exposure. Disaster preparedness must maximize resilience to climate-related stressors' impacts on academic achievement, especially for vulnerable populations.

飓风袭击美国后,考试成绩受到影响。
量化飓风如何破坏教育成就对于评估与气候有关的灾害的负担至关重要。在这里,我们研究了2008/2009-2017/2018学年美国所有受飓风影响地区的热带气旋与中小学生受教育程度之间的关系。教育成绩是基于县级数学和阅读/语言艺术(rla)的平均标准化考试成绩。飓风强度的热带气旋暴露县是那些经历持续最大风速大于或等于64节的县。我们使用贝叶斯层次线性模型估计了飓风强度热带气旋暴露与长期考试成绩之间的关系,并在县和年级队列水平上考虑了时变协变量。在受飓风影响的县,与该州其他地区相比,佛罗里达州的数学考试成绩更好(β = 0.14;95% CrI: 0.02, 0.26;PP[β > 0] = 99.0%)和RLA (β = 0.11;95% CrI: 0.02, 0.22;PP[β > 0] = 99.2%),北卡罗来纳州的数学成绩较差(β = -0.16;95% CrI: -0.29, -0.03;Pp [β < 0] = 99.4%)。种族化和少数族裔(如黑人、西班牙裔、土著)和社会经济条件较差的学生的年级队列往往得分较低,而亚裔学生比例较高的年级队列和受过大学教育的成年人较多的县往往得分较高,而与飓风的影响无关。备灾必须最大限度地适应气候相关压力因素对学业成绩的影响,特别是对弱势群体而言。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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