Houston Strong: Linguistic Markers of Resilience after Hurricane Harvey

Kaisa Marshall, Anna Abate, A. Venta
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引用次数: 2

Abstract

Objective: Hurricane Harvey was one of the most destructive hurricanes in United States’ history and negatively impacted a majority of Houstonians. It is not uncommon for individuals who are exposed to a natural disaster, like a hurricane, to develop debilitating trauma symptoms However, for those individuals who do not manifest clinically significant trauma symptoms, it has been hypothesized that one important variable in post-disaster functioning is resilience. The broad aim of this study was to determine if the language individuals used to write about their experience of Hurricane Harvey would be associated with their resilience later on, with the ultimate goal of understanding if linguistic analysis adds valuable information to our assessment of the projected course of mental health after a natural disaster. Method: Using a sample of Houstonian adults, the computer program Linguistic Inquiry and Word Count (LIWC) was used to analyze narratives about Harvey, collected online in response to a brief prompt shortly after the event. Specific linguistic markers were examined to determine associations with an individual’s resilience six months post-disaster. Results: Results indicate that greater use of ‘discrepancy’ words (e.g., should, would) and fewer ‘see’ (e.g., saw, images), and ‘focus past’ words (e.g., ago, did) significantly predicted resilience six months later. Conclusion: Findings suggest that linguistic analysis has the can contribute to the prediction of resilience after disasters and holds promise for large-scale assessment of psychological functioning after a hurricane.
休斯顿强:飓风哈维过后恢复力的语言标志
目标:飓风哈维是美国历史上最具破坏性的飓风之一,对大多数休斯顿人产生了负面影响。暴露在飓风等自然灾害中的人出现衰弱的创伤症状并不罕见。然而,对于那些没有表现出临床显著创伤症状的人,有人假设灾后功能的一个重要变量是恢复力。这项研究的主要目的是确定个人在写飓风哈维经历时使用的语言是否与他们以后的恢复能力有关,最终目的是了解语言分析是否为我们评估自然灾害后的心理健康预测过程增加了有价值的信息。方法:使用休斯顿成年人的样本,使用计算机程序语言查询和字数统计(LIWC)来分析事件发生后不久在网上收集的关于哈维的叙述。对特定的语言标记进行了检查,以确定其与灾后六个月个人复原力的关系。结果:结果表明,更多地使用“差异”词(例如,应该、将会),更少地使用“看到”(例如,看到、图像)和“关注过去”词(如,以前、确实),可以显著预测六个月后的恢复力。结论:研究结果表明,语言分析有助于预测灾后恢复力,并有望对飓风后的心理功能进行大规模评估。
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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