Fear of Covid-19, anxiety, and depression during the pandemic: A network analysis

Andre Faro, Julian Tejada, Walter Lisboa, Diogo Conque Seco Ferreira
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Abstract

Introduction: Covid-19 has generated several psychological impacts on people’s lives and brought new challenges for dealing with the pandemic’s repercussions. Objective: The objective was to analyse the relationship between the symptoms of fear of Covid-19, anxiety, and depression using different samples extracted at three distinct time-points. This study performed a network analysis of the fear of Covid-19 and anxiety- and depression-related symptoms based on data collected during the Covid-19 pandemic. Method: Three yearly cross-sectional surveys were conducted based on independent samples (2020–2022) of Brazilian adults (Time-point 1, Time-point 2, and Time-point 3 with 1,520, 1,523, and 1,517 participants, respectively). The Fear of Covid-19 Scale, the Generalised Anxiety Disorder Scale (7 items), and the Patient Health Questionnaire (9 items) were applied. The network structure invariance, the global strength invariance, and the strength of centrality index between the samples were compared. Results: Items from the three instruments had high values (>70%) in all samples (excluding the fear of Covid-19 at Time-point 3). Depression and anxiety symptoms increased, while fear-related behaviours decreased. Network analysis indicates that networks became progressively more parsimonious, and few edges connected different scales. Network comparisons revealed similar structures,but key differences were found: Time-point 1 showed significantly higher global connectivity,and changes in edge weights were observed only within the scales. Conclusions: Our findings suggest that the pandemic had a greater disorganising impact at its beginning, with a continuous increase in the mental health symptomatology and a reduction in the ratio between fear and anxiety and/or depression.
大流行期间对Covid-19的恐惧、焦虑和抑郁:一项网络分析
导言:2019冠状病毒病对人们的生活产生了一些心理影响,并为应对大流行的影响带来了新的挑战。目的:目的是通过在三个不同的时间点提取不同的样本,分析对Covid-19的恐惧、焦虑和抑郁症状之间的关系。这项研究基于Covid-19大流行期间收集的数据,对Covid-19的恐惧以及焦虑和抑郁相关症状进行了网络分析。方法:每年进行3次基于巴西成年人独立样本的横断面调查(2020-2022)(时间点1、时间点2和时间点3,分别有1520、1523和1517名参与者)。采用新冠病毒恐惧量表、广泛性焦虑障碍量表(7项)和患者健康问卷(9项)。比较了样本间的网络结构不变性、全局强度不变性和中心性指数强度。结果:三种工具的项目在所有样本中都具有高值(>70%)(不包括时间点3对Covid-19的恐惧)。抑郁和焦虑症状增加,而恐惧相关行为减少。网络分析表明,网络变得越来越精简,连接不同尺度的边越来越少。网络比较显示了相似的结构,但发现了关键的差异:时间点1显示出明显更高的全局连通性,并且仅在尺度内观察到边缘权重的变化。结论:我们的研究结果表明,大流行在开始时具有更大的混乱影响,心理健康症状持续增加,恐惧与焦虑和/或抑郁之间的比例减少。
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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