Suppr超能文献

法国人口在第一和第二次 COVID-19 封锁前后的身心健康:使用纵向数据的潜在类别轨迹分析。

Mental and physical health among the French population before and during the first and second COVID-19 lockdowns: Latent class trajectory analyses using longitudinal data.

机构信息

Institut de Santé Publique, d'Epidémiologie et de Développement (ISPED), Université de Bordeaux, Bordeaux, France; Team IETO, Bordeaux Population Health Research Center, UMR U1219, INSERM, Université de Bordeaux, Bordeaux, France.

Calyxis, Centre of risk expertise, F-79000 Niort, France.

出版信息

J Affect Disord. 2022 Jul 15;309:95-104. doi: 10.1016/j.jad.2022.04.095. Epub 2022 Apr 19.

Abstract

BACKGROUND

The French government issued national COVID-19-related confinement and stay-at-home orders depending on different epidemic levels in a bid to stem the coronavirus pandemic and its resurgence. The long-term impact of lockdown measures on the general population may vary. We aimed to identify and characterize self-reported mental and physical health trajectories in the French population from pre-lockdown to the first and second COVID-19 lockdowns and to identify factors associated with health status variation patterns.

METHODS

We did a secondary analysis of the MAVIE cohort in France. Volunteers of this national cohort were recruited between November 2014 and December 2019, and information was collected at recruitment (pre-lockdown), April-May 2020 (the first lockdown), and October-December 2020 (the second lockdown). Latent class mixed models were built to identify distinct anxiety (as measured by GAD-7) and depressive (as measured by PHQ-9) symptoms, and self-perceived mental and physical health trajectories. Factors associated with status variation were identified by logistic or multinomial regression.

RESULTS

A total of 613 participants with data in all three data collection waves were included. Respondents spent almost half as much time on traditional media, websites and social media during the second lockdown as during the first. Mean anxiety scores were 1.96, 2.37 and 2.82 at pre-lockdown, and the first and second lockdowns, respectively. Mean depressive scores were 3.12, 3.36 and 3.95, respectively. Latent class mixed models fitted two and three distinct trajectory classes respectively for anxiety symptoms ('no pre-pandemic anxiety, slightly increase', 58.9%; 'consistently fair', 41.1%) and depressive symptoms ('consistently very low', 34.6%; 'consistently low', 56.1%; 'increasing and clinically significant at the second lockdown', 9.3%), and four classes for self-perceived mental and physical health. Females were more likely to belong to trajectories of the most vulnerable one as regard to the symptoms of anxiety and depression, and self-perceived mental and physical health. The younger participants were also more vulnerable to anxiety symptoms and those with a clinical diagnosis or a positive COVID-19 test for the participant or relatives were more likely to belong to vulnerable trajectories for depressive symptoms and self-perceived mental health.

CONCLUSION

A continuing increase in the mean scores of anxiety and depression symptoms was observed throughout the two lockdown periods in France. Further analyses revealed distinct patterns with a small fraction of volunteers experiencing worsening mental and physical health symptoms. This vulnerable small part of the population requires targeted support.

摘要

背景

为了遏制冠状病毒大流行及其死灰复燃,法国政府根据不同的疫情水平发布了与 COVID-19 相关的全国性禁闭和居家令。封锁措施对普通民众的长期影响可能有所不同。我们旨在确定和描述法国人口从封锁前到第一次和第二次 COVID-19 封锁期间的自我报告的心理健康和身体健康轨迹,并确定与健康状况变化模式相关的因素。

方法

我们对法国的 MAVIE 队列进行了二次分析。该国家队列的志愿者于 2014 年 11 月至 2019 年 12 月期间招募,并在招募时(封锁前)、2020 年 4 月至 5 月(第一次封锁)和 2020 年 10 月至 12 月(第二次封锁)收集信息。建立潜在类别混合模型以确定不同的焦虑(由 GAD-7 衡量)和抑郁(由 PHQ-9 衡量)症状以及自我感知的心理健康和身体健康轨迹。通过逻辑或多项逻辑回归确定与状态变化相关的因素。

结果

共有 613 名参与者在所有三个数据收集波次中均有数据。与第一次封锁相比,受访者在第二次封锁期间花在传统媒体、网站和社交媒体上的时间几乎减少了一半。封锁前、第一次和第二次封锁的平均焦虑评分分别为 1.96、2.37 和 2.82。抑郁评分分别为 3.12、3.36 和 3.95。潜在类别混合模型分别拟合了焦虑症状的两个和三个不同轨迹类别(“无大流行前焦虑,略有增加”,占 58.9%;“始终良好”,占 41.1%)和抑郁症状(“始终非常低”,占 34.6%;“始终低”,占 56.1%;“第二次封锁时增加且具有临床意义”,占 9.3%),以及自我感知的心理健康和身体健康的四个类别。女性更有可能属于焦虑和抑郁症状以及自我感知的心理健康方面最脆弱的轨迹类别。年轻的参与者也更容易出现焦虑症状,而有临床诊断或参与者或亲属 COVID-19 检测呈阳性的参与者更有可能属于抑郁症状和自我感知心理健康方面的脆弱轨迹。

结论

在法国的两次封锁期间,焦虑和抑郁症状的平均评分持续上升。进一步的分析显示出不同的模式,一小部分志愿者经历了更严重的心理健康和身体健康症状。这部分人口需要有针对性的支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e8b7/9015949/cb5a30a55271/gr1_lrg.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验