Department of Biological Psychology, Vrije Universiteit Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
Department of Biological Psychology, Vrije Universiteit Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
Soc Sci Med. 2022 Aug;306:115156. doi: 10.1016/j.socscimed.2022.115156. Epub 2022 Jun 16.
The coronavirus disease 2019 (COVID-19) pandemic and consequent lockdown measures have had a large impact on people's lives. Recent evidence suggests that self-rated health (SRH) scores remained relatively stable or increased during the pandemic.
For the current project, we examine potential changes in the variance decomposition of SRH before and during the COVID-19 pandemic in the Netherlands.
We analyse data from the Netherlands Twin Register to examine pre-pandemic SRH scores (N = 16,127), pandemic SRH scores (N = 17,451), and SRH difference scores (N = 7464). Additionally, we perform bivariate genetic analyses to estimate genetic and environmental variance components in pre-pandemic and pandemic SRH, and estimate the genetic correlation to assess potential gene-environment interaction.
The majority of the sample (66.7%) reported the same SRH before and during the pandemic, while 10.8% reported a decrease, and 22.5% an increase. Individuals who reported good/excellent SRH before the pandemic were most likely to report unchanged SRH during the pandemic, and individuals with bad/mediocre/reasonable SRH more often reported increased SRH. The bivariate longitudinal genetic model reveals no significant change in variance decomposition of SRH from before to during the pandemic, with a heritability estimate of 45% (CI 36%-52%). We found that the genetic correlation could be constrained to 1, and a moderate unique environmental correlation (r = 0.49, CI = 0.37 to 0.60).
We theorize that the increases in SRH are explained by uninfected individuals evaluating their health more positively than under normal circumstances (partly through social comparison with infected individuals), rather than actual improvements. As the same genes are expressed under different environmental exposures, these results imply no evidence for gene-environment interaction. While different environmental factors might influence SRH at the two time-points, the influence of environmental factors does not become relatively more important during the pandemic.
2019 年冠状病毒病(COVID-19)大流行及其导致的封锁措施对人们的生活产生了巨大影响。最近的证据表明,自我报告的健康评分(SRH)在大流行期间保持相对稳定或增加。
在当前的项目中,我们研究了荷兰 COVID-19 大流行前后 SRH 方差分解的潜在变化。
我们分析了荷兰双胞胎登记处的数据,以检查大流行前的 SRH 评分(N=16127)、大流行期间的 SRH 评分(N=17451)和 SRH 差值评分(N=7464)。此外,我们进行了双变量遗传分析,以估计大流行前和大流行期间 SRH 的遗传和环境方差分量,并估计遗传相关性以评估潜在的基因-环境相互作用。
大多数样本(66.7%)报告在大流行前后的 SRH 相同,10.8%报告下降,22.5%报告增加。在大流行前报告良好/优秀 SRH 的个体最有可能在大流行期间报告 SRH 不变,而报告不良/中等/合理 SRH 的个体更有可能报告 SRH 增加。双变量纵向遗传模型显示,从大流行前到大流行期间,SRH 的方差分解没有显著变化,遗传率估计为 45%(CI 36%-52%)。我们发现遗传相关性可以限制为 1,并且存在中度独特的环境相关性(r=0.49,CI=0.37-0.60)。
我们推断,SRH 的增加是由未感染个体在大流行期间比正常情况下更积极地评估自己的健康状况(部分原因是通过与感染个体的社会比较),而不是实际改善所解释的。由于相同的基因在不同的环境暴露下表达,这些结果意味着没有证据表明基因-环境相互作用。虽然不同的环境因素可能会在两个时间点影响 SRH,但在大流行期间,环境因素的影响并没有变得相对更重要。