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Using Q method and agent based modelling to understand hurricane evacuation decisions

机译:使用Q方法和基于代理的建模来了解飓风疏散决策

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摘要

A significant minority of at risk residents in the USA do not evacuate from an approaching hurricane when they are advised to by local authorities. This causes unnecessary deaths, injuries and suffering; a situation which is likely to intensify under predicted climate change. This thesis argues that non-evacuation is not fully understood as both the academic and policy framing of the decision to evacuate is centred around technical and socio-economic approaches which assume that risk is objective and “rational” people will evacuate if they have the material means to do so. This thesis argues that rationalities are differentiated and decision making is also a process which is influenced by members of a social network. Therefore there is a need for a more constructivist approach to get a deeper understanding of the subjectivity of hurricane evacuation. In this thesis, the theory of reasoned action is used as the framework of decision making as it highlights the importance of subjective attitudes and subjective norms on behaviour. A mixed methods case study of Hurricane Ike is used to analyse the evacuation of Galveston Island, Texas. Firstly a “Q” study was undertaken with 40 residents of Galveston, which unveiled four distinct subjective evacuation attitudes, demonstrating that people understand hurricane risk in different ways which impact on their decision to evacuate. The results of the Q study were then used to parameterise an agent based model, designed to investigate community level evacuation. The model showed that it is possible to explain island-level evacuation through the combination of subjective evacuation attitudes and subjective norms which can interact to produce emergent, or unpredicted behaviour.udThis thesis represents a fundamental challenge to positivist approaches and clearly demonstrates the value of a more constructivist approach to understanding hurricane evacuation based on subjective evacuation attitudes and subjective norms.
机译:当当地当局建议他们时,美国绝大部分有风险的居民不会从飓风中撤离。这会导致不必要的死亡,伤害和痛苦;在预计的气候变化下,这种情况可能会加剧。本文认为,对撤离的理解并没有被完全理解,因为撤离决策的学术和政策框架都围绕着技术和社会经济方法,这些方法假设风险是客观的,而“理性”的人如果拥有物质就将撤离意味着这样做。本文认为,理性是有区别的,决策也是一个受社会网络成员影响的过程。因此,需要一种更加建构主义的方法来更深入地了解飓风疏散的主观性。在本文中,理性行动理论被用作决策的框架,因为它突出了主观态度和主观规范对行为的重要性。使用飓风艾克的混合方法案例研究来分析德克萨斯州加尔维斯顿岛的疏散情况。首先,对加尔维斯顿的40名居民进行了“ Q”研究,揭示了四种不同的主观避难态度,表明人们以不同的方式理解飓风风险,这影响了他们的避难决定。然后,将Q研究的结果用于参数化基于主体的模型,以研究社区级别的疏散情况。该模型表明,可以通过主观避难态度和主观规范的组合来解释岛级避难,而主观避难态度和主观规范可以相互作用以产生突发事件或不可预测的行为。 ud本论文代表了实证主义方法的一项基本挑战,并清楚地表明了实证主义方法的价值。一种基于主观避难态度和主观规范来理解飓风避难的更建构主义的方法。

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    Oakes Robert David;

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