Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran.
School of Psychology, Newcastle University, Newcastle upon Tyne, UK.
Clin Psychol Psychother. 2024 Sep-Oct;31(5):e3046. doi: 10.1002/cpp.3046.
Intolerance of uncertainty (IU) is widely accepted as a transdiagnostic vulnerability factor for a range of mental health problems. It is considered a transsituational vulnerability factor associated with a range of responses to different stressful life situations. The aim of this systematic review and meta-analysis is to examine the association between IU and specific psychological responses to the COVID-19 pandemic and the moderators of this relationship drawn from IU research and other studies on COVID-19.
The studies included were as follows: (i) English-language articles published in peer-reviewed journals or thesis/dissertations; (ii) reporting specific psychological impacts of COVID-19; (c) reporting IU; (iii) case-control studies, prospective cohort studies, experimental studies and cross-sectional studies of large populations and (iv) reporting correlation coefficients between the variables of interest. Studies on participants with a diagnosis of neurological and/or organic impairment were excluded. The databases searched were Google Scholar, PubMed, ScienceDirect, and ProQuest, up until 31 December 2022. The risk of bias was assessed using the Risk of Bias Utilized for Surveys Tool (ROBUST, Nudelman et al., 2020). Sensitivity analysis was conducted using the one-study remove method, and studentized residuals and Cook's distance were examined. A random effects model was used.
We examined the association between IU and COVID-19-related psychological impacts across 85 studies from 22 countries (N = 69,997; 64.95% female; mean sample age, 32.90 ± 9.70). There was no evidence of publication bias. We found a medium and positive association between IU and COVID-19-related psychological impacts (N = 69,562, r = 0.35, k = 89, 95% CI [0.32, 0.37]), which was independent of the IU measure used or whether the psychological impact was measured in relation to the virus alone or broader aspects of the pandemic. It was also independent of severity, publication year, sample type and size, study quality, age and sample levels of anxiety, depressive symptoms, stress, mental well-being and social support. However, the observed association varied significantly between countries and country income levels (stronger among low-incomes) and across genders (stronger among males) and was stronger for measures with greater reliability and more items, but lower among samples with more people who had been exposed to COVID-19.
The findings support that IU is a higher order transsituational vulnerability factor related to cognitive, behavioural and distress responses during the pandemic. Limitations include English-language-only sources, reliance on a wide range of measures that were coded using a novel system and variable risk of bias across studies. The implications are considered in relation to the management of psychological consequences of major situational stressors experienced at a global scale, but the variations at a national and socioeconomic level also have implications for different or localized stressors at a regional or community level.
不确定性容忍度(IU)被广泛认为是一系列心理健康问题的跨诊断脆弱因素。它被认为是一种跨情境的脆弱因素,与对不同压力生活情境的一系列反应有关。本系统评价和荟萃分析的目的是研究 IU 与 COVID-19 大流行期间特定心理反应之间的关系,并从 IU 研究和其他 COVID-19 研究中确定该关系的调节因素。
纳入的研究如下:(i)发表在同行评议期刊或论文/论文中的英语文章;(ii)报告 COVID-19 的特定心理影响;(c)报告 IU;(iii)病例对照研究、前瞻性队列研究、实验研究和大人群的横断面研究;(iv)报告感兴趣变量之间的相关系数。排除了患有神经和/或器质性损伤诊断的参与者的研究。搜索的数据库是 Google Scholar、PubMed、ScienceDirect 和 ProQuest,截至 2022 年 12 月 31 日。使用风险偏倚利用调查工具(ROBUST,Nudelman 等人,2020)评估风险偏倚。使用单研究去除方法进行敏感性分析,并检查学生化残差和库克距离。使用随机效应模型。
我们研究了 IU 与来自 22 个国家的 85 项研究中的 COVID-19 相关心理影响之间的关系(N=69997;64.95%为女性;平均样本年龄为 32.90±9.70)。没有证据表明存在发表偏倚。我们发现 IU 与 COVID-19 相关心理影响之间存在中等且积极的关联(N=69562,r=0.35,k=89,95%CI [0.32,0.37]),这与使用的 IU 测量无关,无论心理影响是单独针对病毒测量的,还是更广泛的大流行方面。它也与严重程度、出版年份、样本类型和规模、研究质量、年龄以及焦虑、抑郁症状、压力、心理健康和社会支持的样本水平无关。然而,观察到的关联在国家和国家收入水平之间存在显著差异(在低收入国家更强),在性别之间也存在显著差异(在男性中更强),并且与可靠性更高和项目更多的测量相关,但在接触过 COVID-19 的人数较多的样本中较低。
研究结果支持 IU 是一种较高阶的跨情境脆弱因素,与大流行期间的认知、行为和困扰反应有关。局限性包括仅使用英语来源、依赖于广泛的测量,这些测量使用新系统进行编码,并且研究之间存在不同程度的风险偏倚。在与全球范围内重大情境压力的心理后果管理有关的同时,也考虑了国家和社会经济水平的差异,以及区域或社区层面的不同或局部压力源。