心理健康对 COVID-19 大流行的反应:使用英国纵向数据的潜在类别轨迹分析。

Mental health responses to the COVID-19 pandemic: a latent class trajectory analysis using longitudinal UK data.

机构信息

Centre for Women's Mental Health, University of Manchester, Manchester, UK; Division of Psychology and Mental Health, University of Manchester, Manchester, UK.

National Centre for Social Research, London, UK; Violence and Society Centre, City, University of London, London, UK.

出版信息

Lancet Psychiatry. 2021 Jul;8(7):610-619. doi: 10.1016/S2215-0366(21)00151-6. Epub 2021 May 6.

Abstract

BACKGROUND

The mental health of the UK population declined at the onset of the COVID-19 pandemic. Convenience sample surveys indicate that recovery began soon after. Using a probability sample, we tracked mental health during the pandemic to characterise mental health trajectories and identify predictors of deterioration.

METHODS

This study was a secondary analysis of five waves of the UK Household Longitudinal Study (a large, national, probability-based survey that has been collecting data continuously since January, 2009) from late April to early October, 2020 and pre-pandemic data taken from 2018-19. Mental health was assessed using the 12-item General Health Questionnaire (GHQ-12). We used latent class mixed models to identify discrete mental health trajectories and fixed-effects regression to identify predictors of change in mental health.

FINDINGS

Mental health was assessed in 19 763 adults (≥16 years; 11 477 [58·1%] women and 8287 [41·9%] men; 3453 [17·5%] participants from minority ethnic groups). Mean population mental health deteriorated with the onset of the pandemic and did not begin improving until July, 2020. Latent class analysis identified five distinct mental health trajectories up to October 2020. Most individuals in the population had either consistently good (7437 [39·3%] participants) or consistently very good (7623 [37·5%] participants) mental health across the first 6 months of the pandemic. A recovering group (1727 [12·0%] participants) showed worsened mental health during the initial shock of the pandemic and then returned to around pre-pandemic levels of mental health by October, 2020. The two remaining groups were characterised by poor mental health throughout the observation period; for one group, (523 [4·1%] participants) there was an initial worsening in mental health that was sustained with highly elevated scores. The other group (1011 [7·0%] participants) had little initial acute deterioration in their mental health, but reported a steady and sustained decline in mental health over time. These last two groups were more likely to have pre-existing mental or physical ill-health, to live in deprived neighbourhoods, and be of Asian, Black or mixed ethnicity. Infection with SARS-CoV-2, local lockdown, and financial difficulties all predicted a subsequent deterioration in mental health.

INTERPRETATION

Between April and October 2020, the mental health of most UK adults remained resilient or returned to pre-pandemic levels. Around one in nine individuals had deteriorating or consistently poor mental health. People living in areas affected by lockdown, struggling financially, with pre-existing conditions, or infection with SARS-CoV-2 might benefit most from early intervention.

FUNDING

None.

摘要

背景

英国民众的心理健康在 COVID-19 大流行开始时下降。方便样本调查表明,这种状况在疫情开始后不久就开始恢复。本研究使用概率样本,在大流行期间跟踪心理健康状况,以描述心理健康轨迹,并确定恶化的预测因素。

方法

本研究是对英国家庭纵向研究(一项大型的全国性基于概率的调查,自 2009 年 1 月以来一直在持续收集数据)的五个波次(2020 年 4 月底至 10 月初)的二次分析,以及大流行前数据(来自 2018-19 年)。使用 12 项一般健康问卷(GHQ-12)评估心理健康状况。我们使用潜在类别混合模型识别离散的心理健康轨迹,并使用固定效应回归来确定心理健康变化的预测因素。

结果

共评估了 19763 名成年人(≥16 岁;11477 名[58.1%]女性和 8287 名[41.9%]男性;3453 名[17.5%]来自少数族裔群体)的心理健康状况。随着大流行的开始,人群的心理健康状况恶化,直到 2020 年 7 月才开始改善。潜在类别分析确定了 5 种不同的心理健康轨迹,直至 2020 年 10 月。在大流行的最初 6 个月中,大多数人(7437 名[39.3%]参与者)的心理健康状况始终良好,或者非常好(7623 名[37.5%]参与者)。一个恢复组(1727 名[12.0%]参与者)在大流行初期表现出心理健康恶化,然后在 2020 年 10 月之前恢复到接近大流行前的心理健康水平。剩下的两个组的心理健康状况在整个观察期间都很差;其中一组(523 名[4.1%]参与者)的心理健康状况最初恶化,且一直维持着较高的分数。另一组(1011 名[7.0%]参与者)的心理健康状况在最初并没有明显恶化,但随着时间的推移,心理健康状况持续且稳定地下降。后两组更有可能患有先前存在的精神或身体疾病、生活在贫困地区、以及属于亚洲、黑人或混合种族。感染 SARS-CoV-2、局部封锁和经济困难都预示着随后的心理健康恶化。

解释

在 2020 年 4 月至 10 月期间,大多数英国成年人的心理健康仍然保持弹性或恢复到大流行前的水平。大约每九个人中就有一个人的心理健康状况恶化或一直较差。生活在受封锁影响的地区、经济困难、有先前存在的疾病或感染 SARS-CoV-2 的人可能最受益于早期干预。

结论

本研究使用概率样本,在大流行期间跟踪心理健康状况,以描述心理健康轨迹,并确定恶化的预测因素。研究结果表明,在大流行期间,大多数英国成年人的心理健康状况保持稳定或有所改善,但仍有一部分人存在心理健康问题。未来需要进一步研究和干预,以帮助那些存在心理健康问题的人。

资金

无。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f154/9764381/53d539c17988/gr1_lrg.jpg

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