Mahmud Sultan, Hossain Sorif, Muyeed Abdul, Islam Md Mynul, Mohsin Md
Institute of Statistical Research and Training, University of Dhaka, Bangladesh.
Department of Statistics, Jatiya Kabi Kazi Nazrul Islam University, Trishal, Mymensingh-2224, Bangladesh.
Heliyon. 2021 Jun 26;7(7):e07393. doi: 10.1016/j.heliyon.2021.e07393. eCollection 2021 Jul.
During the COVID-19 pandemic, the health professionals who are at the frontline of this crisis have been facing extreme psychological disorders. This research aims to provide an overall scenario of the prevalence of depression, anxiety, stress, as well as insomnia and to inspect the changes in these prevalence over time by analyzing the existing evidence during this COVID-19 pandemic.
A systematic search was performed on March 30, 2021, in PubMed, MEDLINE, Google Scholar databases, and Web of Science. To assess the heterogeneity, test, statistics, and Meta regression and to search for the publication bias, Eggers's test and funnel plot were used. The random-effect model and subgroup analysis were performed due to the significant heterogeneity.
Among eighty-three eligible studies in the final synthesis, 69 studies (n = 144649) assessed the depression prevalence of 37.12% (95% CI: 31.80-42.43), 75 studies (n = 147435) reported the anxiety prevalence of 41.42% (95% CI: 36.17-46.54), 41 studies (n = 82783) assessed the stress prevalence of 44.86% (95% CI: 36.98-52.74), 21 studies (n = 33370) enunciated the insomnia prevalence of 43.76% (95% CI: 35.83-51.68). The severity of the mental health problems among health professionals increased over the time during January 2020 to September 2020.
A significant level of heterogeneity was found among psychological measurement tools and across studies.
Therefore, it is an emergency to develop psychological interventions that can protect the mental health of vulnerable groups like health professionals.
在新冠疫情期间,处于这场危机一线的医护人员一直面临着极端的心理障碍。本研究旨在通过分析新冠疫情期间的现有证据,全面呈现抑郁、焦虑、压力以及失眠的患病率情况,并考察这些患病率随时间的变化。
于2021年3月30日在PubMed、MEDLINE、谷歌学术数据库和科学网进行了系统检索。为评估异质性、进行检验、统计分析以及Meta回归,并搜索发表偏倚,使用了Egger检验和漏斗图。由于存在显著异质性,进行了随机效应模型和亚组分析。
在最终综合分析的83项合格研究中,69项研究(n = 144649)评估的抑郁患病率为37.12%(95%可信区间:31.80 - 42.43),75项研究(n = 147435)报告的焦虑患病率为41.42%(95%可信区间:36.17 - 46.54),41项研究(n = 82783)评估的压力患病率为44.86%(95%可信区间:36.98 - 52.74),21项研究(n = 33370)表明失眠患病率为43.76%(95%可信区间:35.83 - 51.68)。2020年1月至2020年9月期间,医护人员心理健康问题的严重程度随时间增加。
在心理测量工具之间以及各项研究中发现了显著的异质性。
因此,开发能够保护医护人员等弱势群体心理健康的心理干预措施刻不容缓。