论文标题

保护或危险跟随人群中的大流行洪水疏散

Protection or Peril of Following the Crowd in a Pandemic-Concurrent Flood Evacuation

论文作者

Borowski, Elisa, Stathopoulos, Amanda

论文摘要

在气候灾难中是否以及如何撤离的决定受到广泛的因素的影响,包括社会人口统计学,紧急消息传递和社会影响力。当同时发生多种危害时,会引入进一步的复杂性,例如在需要身体距离的病毒大流行中发生的洪水疏散。这样的多危险事件可能需要对竞争决策策略进行细微的导航,在这种策略中,追随同龄人的愿望与传染风险权衡。为了更好地理解这些细微差别,我们在2020年7月的大流行激增中分发了一项在线调查,在美国的三个中西部和三个南部州的三个人中,有洪水泛滥的风险很高。在本文中,我们估计了偏好空间和付费空间的随机参数logit模型。我们的结果表明,在受访者之间,同龄人选择以及如何撤离的方向性和幅度差异很大。总体而言,是否撤离的决定受到同伴行为的积极影响,而对同行的决定对如何撤离的决定受到负面影响。此外,洪水威胁水平的增加减少了这些影响的程度。这些发现对量身定制的紧急消息策略的设计具有重要意义。具体而言,在多危险场景中强调或谴责每个威胁的严重性可能有助于:(1)鼓励重新确定竞争风险感知的重新定位,以及(2)扩大或中和社会影响的影响,从而(3)将疏散决策促进偏离所需的结果。

The decisions of whether and how to evacuate during a climate disaster are influenced by a wide range of factors, including sociodemographics, emergency messaging, and social influence. Further complexity is introduced when multiple hazards occur simultaneously, such as a flood evacuation taking place amid a viral pandemic that requires physical distancing. Such multi-hazard events can necessitate a nuanced navigation of competing decision-making strategies wherein a desire to follow peers is weighed against contagion risks. To better understand these nuances, we distributed an online survey during a pandemic surge in July 2020 to 600 individuals in three midwestern and three southern states in the United States with high risk of flooding. In this paper, we estimate a random parameter logit model in both preference space and willingness-to-pay space. Our results show that the directionality and magnitude of the influence of peers' choices of whether and how to evacuate vary widely across respondents. Overall, the decision of whether to evacuate is positively impacted by peer behavior, while the decision of how to evacuate is negatively impacted by peers. Furthermore, an increase in flood threat level lessens the magnitude of these impacts. These findings have important implications for the design of tailored emergency messaging strategies. Specifically, emphasizing or deemphasizing the severity of each threat in a multi-hazard scenario may assist in: (1) encouraging a reprioritization of competing risk perceptions and (2) magnifying or neutralizing the impacts of social influence, thereby (3) nudging evacuation decision-making toward a desired outcome.

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