Measuring Community Resilience: An Empirical Evaluation of Two Instruments

Charleen C. McNeill, M. Garrison, T. Killian
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Abstract

Communities’ attempts to recover from disasters will be strengthened if efforts are guided by evidence about community resilience and its underlying components. However, both the definition and operationalization of community resilience are disputed. Currently, there is no single measurement of resilience for all elements comprising resilience for all communities. Exploring what constructs and dimensions of resilience are measured by community resilience instruments may elucidate what components of community resilience are being measured by a particular instrument. This research focuses on two empirical approaches to measure community resilience: The Conjoint Community Resilience Assessment Measure (CCRAM) and the Communities Assessing Resilience Toolkit (CART) to ascertain whether the CCRAM and CART measure a single emergent construct unifying the two instruments or if the instruments measured separate, but related constructs. Comparative psychometric properties of the measures were examined. Data were analyzed using theory-driven Confirmatory Factor Analysis (CFA) models. All CFA models were constructed using Weighted Least Squares Means Variance-adjusted estimators. Model fit was estimated by examining the Comparative Fit Index, the Tucker-Lewis Fit Index, the Root-Mean-Square of Approximation, and the Standardized-Root-Mean-Residual. Results indicate the CCRAM and the CART do not measure the same unifying construct; they each represent their own separate, yet related unifying factors. The individual latent variables in the CCRAM and the CART have generally acceptable psychometric properties. An agreed upon definition of community resilience continues to elude the field. However, studies that compare and contrast measurements of the construct illuminate the core underlying components of the construct providing evidence for common ground about the key components of community resilience. The findings of this research may serve to aid in determining which instrument measuring community resilience is preferred based on the goals of those measuring it as well as the context and community in which it is being measured.
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社区弹性测量:两种工具的实证评估
如果以有关社区复原力及其基本组成部分的证据为指导,社区从灾害中恢复的努力将得到加强。然而,社区恢复力的定义和运作都存在争议。目前,对于构成所有社区恢复力的所有要素,没有单一的恢复力测量方法。探索社区恢复力工具测量的恢复力的结构和维度可以阐明特定工具测量的社区恢复力的哪些组成部分。本研究主要探讨了社区弹性测量的两种实证方法:联合社区弹性评估量表(CCRAM)和社区评估弹性工具包(CART),以确定CCRAM和CART测量的是统一的单一紧急结构,还是两个工具测量的是独立但相关的结构。对这些测量方法的比较心理测量特性进行了检验。数据分析采用理论驱动的验证性因子分析(CFA)模型。所有CFA模型均使用加权最小二乘平均方差调整估计量构建。通过比较拟合指数、塔克-刘易斯拟合指数、近似均方根和标准化均方根残差来估计模型拟合。结果表明,CCRAM和CART测量的不是同一统一结构;它们各自代表着各自独立但又相互关联的统一因素。CCRAM和CART的个体潜变量具有普遍可接受的心理测量特性。社区恢复力的一致定义仍未得到该领域的认可。然而,比较和对比结构测量的研究阐明了结构的核心潜在组成部分,为社区恢复力的关键组成部分提供了共同点的证据。本研究的结果可能有助于根据测量社区恢复力的目标以及测量社区恢复力的背景和社区来确定哪种测量社区恢复力的工具是首选。
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