Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.
Division of Surgery & Interventional Science, Faculty of Medical Sciences, University College London, London, United Kingdom.
PLoS Med. 2024 Jan 24;21(1):e1004315. doi: 10.1371/journal.pmed.1004315. eCollection 2024 Jan.
Little is known about the long-term mental health consequences of the pandemic in children and young people (CYP), despite extremely high levels of exposure to the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) virus and the disruption to schooling and leisure activities due to the resultant restrictions. There are mixed findings from systematic reviews of how the pandemic affected CYP's mental health, which may be due to heterogeneous methods and poor quality studies. Most, but not all, suggest deterioration in mental health but population level studies may obscure the differing experiences of subgroups. The study questions are: (i) are there subgroups of CYP with distinct mental health profiles over the course of the second year of the Coronavirus Disease 2019 (COVID-19) pandemic (between April 2021 and May 2022); and (ii) do vulnerability factors influence CYP's mental health trajectories.
A matched longitudinal cohort study of non-hospitalised test-positive and test-negative 11- to 17-year-old CYP in England were recruited from the UK Health Security Agency having undergone PCR testing for COVID-19. They completed the Strengths and Difficulties Questionnaire (SDQ) at least twice over a 12-month follow-up period. Overall, 8,518 of 17,918 (47.5%) CYP who returned their first SDQ at 3 or 6 months post-testing were included in the analytical sample. Associations between age, sex, ethnicity, socioeconomic status (SES), and an educational health and care plan (EHCP, indicating special educational needs) on SDQ score trajectories were examined separately, after adjusting for PCR test result. Findings from multilevel mixed-effects linear regression model showed that on average mental health symptoms as measured by the total SDQ score increased over time (B = 0.11 (per month), 95% CI = 0.09 to 0.12, p < 0.001) although this increase was small and not clinically significant. However, associations with time varied by age, such that older participants reported greater deterioration in mental health over time (B = 0.12 (per month), 95% CI = 0.10 to 0.14 for 15 to 17y; 0.08 (95% CI = 0.06 to 0.10) for 11 to 14y; pinteraction = 0.002) and by sex, with greater deterioration in girls. Children with an EHCP experienced less deterioration in their mental health compared to those without an EHCP. There was no evidence of differences in rate of change in total SDQ by ethnicity, SES, or physical health. Those with worse prior mental health did not appear to be disproportionately negatively affected over time. There are several limitations of the methodology including relatively low response rates in CLoCk and potential for recall bias.
Overall, there was a statistically but not clinically significant decline in mental health during the pandemic. Sex, age, and EHCP status were important vulnerability factors that were associated with the rate of mental health decline, whereas ethnicity, SES, and prior poor physical health were not. The research highlights individual factors that could identify groups of CYP vulnerable to worsening mental health.
尽管儿童和青少年 (CYP) 接触严重急性呼吸系统综合症冠状病毒 2 (SARS-CoV-2) 病毒的程度极高,并且由于由此产生的限制导致学校和休闲活动中断,但对于大流行对 CYP 心理健康的长期影响知之甚少。系统评价对大流行如何影响 CYP 心理健康的结果存在差异,这可能是由于方法异质性和研究质量较差。大多数(但不是全部)研究表明心理健康恶化,但人群水平研究可能掩盖了亚组的不同经历。研究问题是:(i) 在 COVID-19 大流行的第二年(2021 年 4 月至 2022 年 5 月),CYP 是否存在具有不同心理健康特征的亚组;和 (ii) 易感性因素是否会影响 CYP 的心理健康轨迹。
这项针对英格兰非住院 PCR 检测呈阳性和阴性的 11-17 岁 CYP 的匹配纵向队列研究,从英国卫生安全局招募了进行过 COVID-19 PCR 检测的 CYP。他们在 12 个月的随访期间至少完成了两次《长处和困难问卷》(SDQ)。总体而言,在首次 SDQ 检测后 3 或 6 个月返回的 17918 名 CYP 中,有 8518 名(47.5%)符合分析样本标准。在调整 PCR 检测结果后,分别检查了年龄、性别、族裔、社会经济地位 (SES) 和教育健康与关怀计划 (EHCP,表明特殊教育需求) 与 SDQ 评分轨迹之间的关联。多水平混合效应线性回归模型的研究结果表明,心理健康症状(以 SDQ 总分衡量)随着时间的推移而增加(B=0.11(每月),95%CI=0.09 至 0.12,p<0.001),尽管这种增加很小,且无临床意义。然而,与时间的关联因年龄而异,例如,年长的参与者报告随着时间的推移心理健康恶化程度更大(B=0.12(每月),15 至 17 岁为 0.10 至 0.14;11 至 14 岁为 0.08(95%CI=0.06 至 0.10);p 交互=0.002),且与性别有关,女孩的恶化程度更大。与没有 EHCP 的 CYP 相比,有 EHCP 的 CYP 心理健康恶化程度较低。种族、SES 或身体健康状况与 SDQ 总分变化率之间没有证据表明存在差异。那些先前心理健康状况较差的人在过去并没有明显受到不成比例的负面影响。该方法存在一些局限性,包括 CLoCk 的相对较低的回复率和可能存在的回忆偏倚。
总体而言,在大流行期间,心理健康状况出现了统计学上但临床上并不显著的下降。性别、年龄和 EHCP 状况是与心理健康下降速度相关的重要脆弱性因素,而族裔、SES 和先前较差的身体健康状况则不是。该研究强调了一些个体因素,可以确定容易出现心理健康恶化的 CYP 亚组。