Centre for the Advancement of Research on Emotion, School of Psychological Science, University of Western Australia, M304, 35 Stirling Highway, Crawley, WA, 6009, Australia.
Accounting and Finance Department, Business School, University of Western Australia, Crawley, Australia.
BMC Psychol. 2022 Jul 23;10(1):181. doi: 10.1186/s40359-022-00891-9.
Resilience refers to the process through which individuals deal with the adversity they experience. Previous research has shown there are multiple factors that contribute to individuals' resilience, leading to increasing interest in the development of multidimensional resilience models. Once such recently proposed model is The Resilience Shield, which clusters groups of protective factors into different shield layers. The stronger these layers, the better the protection against adversity (Pronk et al. in The Resilience Shield, Pan Macmillan Australia, 2021). While this model was based in part on existing literature, no empirical evaluation has occurred to date. The aim of this study was therefore to evaluate the model fit for each of the modifiable shield layers and the overall model, and to examine whether each of the constructs included contributes to observed resilience scores.
Participants completed a series of questionnaires via The Resilience Shield website assessing constructs relevant to each resilience shield layer. Data from 3337 participants was analysed using Structural Equation Modelling and regression analyses.
The results showed acceptable fit of the measurement model for the Social, Mind, and Professional Layers, but poor fit for the Body Layer. There was also good fit for the overall model. In addition, all but one of the constructs included in The Resilience Shield survey explained independent variance in either dispositional resilience scores, or dispositional vulnerability scores.
These results broadly support the multidimensional structure proposed by The Resilience Shield model and suggest that (at least in the population in which it was tested) this may be an acceptable model to index individuals' performance on a range of indicators that contribute to resilience.
韧性是指个体应对所经历逆境的过程。先前的研究表明,有多个因素促成了个体的韧性,这导致人们对多维韧性模型的开发越来越感兴趣。最近提出的一个模型是《韧性盾牌》(The Resilience Shield),它将保护因素聚类到不同的盾牌层中。这些层越坚固,对逆境的保护就越好(Pronk 等人,2021 年,《韧性盾牌》,澳大利亚麦克米伦出版社)。虽然该模型部分基于现有文献,但迄今为止尚未进行实证评估。因此,本研究的目的是评估每个可修改的盾牌层和整体模型的模型拟合度,并检验包含的每个结构是否有助于观察到的韧性得分。
参与者通过《韧性盾牌》网站完成了一系列问卷,评估与每个韧性盾牌层相关的结构。使用结构方程模型和回归分析对来自 3337 名参与者的数据进行分析。
结果表明,社会、心理和专业层的测量模型具有可接受的拟合度,但身体层的拟合度较差。整体模型的拟合度也很好。此外,《韧性盾牌》调查中包含的除一个结构之外的所有结构都解释了性格韧性得分或性格脆弱性得分的独立方差。
这些结果大体上支持《韧性盾牌》模型提出的多维结构,并表明(至少在测试的人群中),这可能是一个可接受的模型,可以衡量个体在一系列有助于韧性的指标上的表现。