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抑郁、焦虑和压力的严重程度:研究中心与心理诊所针对新冠疫情联合研究的建议

The Severity of Depression, Anxiety, and Stress: Recommendations From Joint Work of Research Center and Psychology Clinics in COVID-19 Pandemic.

作者信息

Shahid Hira, Hasan Muhammad Abul, Ejaz Osama, Khan Hashim Raza, Idrees Muhammad, Ashraf Mishal, Aftab Sobia, Qazi Saad Ahmed

机构信息

Neurocomputation Laboratory, National Center of Artificial Intelligence, Karachi, Pakistan.

Department of Biomedical Engineering, NED University of Engineering and Technology, Karachi, Pakistan.

出版信息

Front Psychiatry. 2022 Jun 20;13:839542. doi: 10.3389/fpsyt.2022.839542. eCollection 2022.

Abstract

The COVID-19 pandemic has significantly affected the psychological stability of general population of Pakistan. However, research on the severity of COVID-19 induced depression, anxiety, and stress (DAS) in Pakistan is scarce. This paper thereby investigates the severity of COVID-19 induced DAS based on demographic, socioeconomic, and personal feeling variables by modeling DAS. Snowball sampling strategy was adopted to conduct online survey from July 03, 2021 to July 09, 2021. Out of 2,442, 2,069 responses from Karachi were included. Descriptive and inferential statistics (binary and multinomial logistic regression analysis) were performed using SPSS V21 (IBM, 2013) to identify significant determinants and their association with DAS severity. The result of this study indicates 27.8, 21.7, and 18.3% respondents suffer from severe and extremely severe states of depression, anxiety, and stress, respectively. Binary logistic regression revealed that age is a significant determinant with odds of having 4.72 (95% CI = 1.86-11.97) and 5.86 (95% CI = 2.26-15.2) times greater depression, and stress for respondents aged 19-26 years. Moreover, gender-based difference is also observed with females 1.34 (95% CI = 1.08-1.68) and 1.75 (95% CI = 1.40-2.20) times more likely to exhibit anxiety and stress than males. Furthermore, marital status is a significant determinant of depression with odds of having depression is 0.67 (95% CI = 0.48-0.93) times greater for married population. Multinomial logistic regression revealed that those who believe COVID-19 pandemic has affected them mentally, fear new COVID-19 cases and deaths, depressed due to imposition of lockdown, believe they will not survive COVID-19 infection, and spend more time on social media gathering COVID-19 updates suffer from extremely severe state of depression (OR mental-effect-of-pandemic = 3.70, OR new-COVID-19-cases-and-deaths = 2.20, OR imposition-of-lockdown = 17.77, OR survival-probability = 8.17, OR time-on-social-media = 9.01), anxiety (OR mental-effect-of-pandemic = 4.78, OR new-COVID-19-cases-and-deaths = 3.52, OR imposition-of-lockdown = 5.06, OR survival-probability = 8.86, OR time-on-social-media = 5.12) and stress (OR mental-effect-of-pandemic = 6.07, OR imposition-of-lockdown = 11.38, OR survival-probability = 15.66, OR time-on-social-media = 4.39). Information regarding DAS severity will serve as a platform for research centers and psychological clinics, to work collectively and provide technology-based treatment to reduce the burden on the limited number of psychologist and psychotherapist.

摘要

新冠疫情对巴基斯坦普通民众的心理稳定性产生了重大影响。然而,关于新冠疫情在巴基斯坦引发的抑郁、焦虑和压力(DAS)严重程度的研究却很匮乏。因此,本文通过对DAS进行建模,基于人口统计学、社会经济和个人感受变量来研究新冠疫情引发的DAS的严重程度。采用滚雪球抽样策略,于2021年7月3日至2021年7月9日进行在线调查。在2442份回复中,纳入了来自卡拉奇的2069份回复。使用SPSS V21(IBM,2013)进行描述性和推断性统计(二元和多项逻辑回归分析),以确定显著的决定因素及其与DAS严重程度的关联。本研究结果表明,分别有27.8%、21.7%和18.3%的受访者患有严重和极其严重的抑郁、焦虑和压力状态。二元逻辑回归显示,年龄是一个显著的决定因素,19 - 26岁的受访者患抑郁症和压力的几率分别高出4.72倍(95%置信区间 = 1.86 - 11.97)和5.86倍(95%置信区间 = 2.26 - 15.2)。此外,还观察到基于性别的差异,女性出现焦虑和压力的可能性分别比男性高出1.34倍(95%置信区间 = 1.08 - 1.68)和1.75倍(95%置信区间 = 1.40 - 2.20)。此外,婚姻状况是抑郁症的一个显著决定因素,已婚人群患抑郁症的几率高出0.67倍(95%置信区间 = 0.48 - 0.93)。多项逻辑回归显示,那些认为新冠疫情对其心理产生影响、恐惧新的新冠病例和死亡、因实施封锁而抑郁、认为自己无法从新冠感染中存活以及花更多时间在社交媒体上获取新冠疫情最新消息的人,患有极其严重的抑郁状态(疫情心理影响的比值比 = 3.70,新的新冠病例和死亡的比值比 = 2.20,实施封锁的比值比 = 17.77,存活概率的比值比 = 8.17,在社交媒体上花费时间的比值比 = 9.01)、焦虑状态(疫情心理影响的比值比 = 4.78,新的新冠病例和死亡的比值比 = 3.52,实施封锁的比值比 = 5.06,存活概率的比值比 = 8.86,在社交媒体上花费时间的比值比 = 5.12)和压力状态(疫情心理影响的比值比 = 6.07,实施封锁的比值比 = 11.38,存活概率的比值比 = 15.66,在社交媒体上花费时间的比值比 = 4.39)。关于DAS严重程度的信息将为研究中心和心理诊所提供一个平台,以便它们共同努力并提供基于技术的治疗,以减轻有限数量的心理学家和心理治疗师的负担。

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