Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea.
Institute of Health and Environment, Seoul National University, Seoul, Republic of Korea.
BMC Public Health. 2024 Jan 2;24(1):54. doi: 10.1186/s12889-023-17476-9.
COVID-19 pandemic has led to psychological concerns, the distribution of which across populations may differ depending on whether pandemic-related damage is direct or indirect. This study aims to investigate concerns associated with direct and indirect damage according to population characteristics, and identify relatively vulnerable groups that are particularly affected by concerns.
This cross-sectional study used data from the 2020 Korea Community Health Survey, which collected data based on a complex sampling design. A total of 208,106 responses from individuals aged ≥ 19 were collected via in-person interviews. The items related to COVID-19 concerns were measured by Likert scales ranging from 1 to 5 and categorized into two types: direct concerns, which pertained to infection or death, and indirect concerns, which pertained to criticism, vulnerability, and economic damage, through factor analysis. We compared the means and effect size of direct concerns, indirect concerns, and overall concerns using weighted mean, ANOVA, and multiple regression analysis.
Exploratory and confirmatory factor analyses supported a two-factor structure for psychological concerns about COVID-19 (CFI = 0.99, TLI = 0.97, SRMR = 0.02, RMSEA = 0.06), which were divided into direct and indirect concerns. Mean scores were 3.62 for direct concerns and 4.07 for indirect concerns. Direct concerns were higher in females (B = .26); the elderly (B = .15); those diagnosed with hypertension or diabetes (B = .04; B = .06); those with few assistants during quarantine (B = .15); and those whose neighbors responded inappropriately to COVID-19 (B = .07). Indirect concerns were lower among the elderly (B = -.04), and higher among young; married (B = .25); pink- or blue-collar workers (B = .08; B = .06); and those who felt that the city responded inappropriately to COVID-19 (B = .02).
The prevalence of concerns regarding direct and indirect damage caused by the COVID-19 pandemic differed according to population characteristics. Some factors had a marked influence on direct and indirect concerns. Our findings could inform psychological interventions and policies for future pandemics. Customized interventions are needed to prevent negative psychological concerns and improve mental health.
新冠疫情大流行导致了人们的心理担忧,这些担忧在不同人群中的分布可能因大流行相关损害是直接的还是间接的而有所不同。本研究旨在根据人口特征调查与直接和间接损害相关的担忧,并确定受担忧影响特别大的相对脆弱群体。
本横断面研究使用了 2020 年韩国社区健康调查的数据,该调查采用复杂抽样设计收集数据。通过面对面访谈共收集了 208106 名年龄≥19 岁的个人的回复。与 COVID-19 担忧相关的项目通过 1 到 5 的李克特量表进行测量,并通过因子分析分为直接担忧(与感染或死亡有关)和间接担忧(与批评、脆弱性和经济损害有关)两类。我们使用加权均值、方差分析和多元回归分析比较了直接担忧、间接担忧和整体担忧的平均值和效应大小。
探索性和验证性因子分析支持了 COVID-19 心理担忧的两因素结构(CFI=0.99,TLI=0.97,SRMR=0.02,RMSEA=0.06),分为直接和间接担忧。直接担忧的平均得分为 3.62,间接担忧的平均得分为 4.07。女性(B=0.26)、老年人(B=0.15)、被诊断患有高血压或糖尿病的人(B=0.04;B=0.06)、隔离期间助手较少的人(B=0.15)和邻居对 COVID-19 反应不当的人(B=0.07)的直接担忧得分较高。老年人(B=-0.04)的间接担忧得分较低,年轻人、已婚人士(B=0.25)、蓝领或白领工人(B=0.08;B=0.06)、认为城市对 COVID-19 反应不当的人(B=0.02)的间接担忧得分较高。
COVID-19 大流行造成的直接和间接损害的担忧率因人口特征而异。一些因素对直接和间接担忧有显著影响。我们的研究结果可以为未来的大流行提供心理干预和政策建议。需要采取定制的干预措施来预防负面的心理担忧,改善心理健康。