Tobin Selene Y, Halliday Tanya M, Shoaf Kimberley, Burns Ryan D, Baron Kelly G
Department of Health and Kinesiology, University of Utah, Salt Lake City, UT 84112, USA.
Department of Family and Preventative Medicine, University of Utah, Salt Lake City, UT 84112, USA.
Int J Environ Res Public Health. 2024 Apr 1;21(4):428. doi: 10.3390/ijerph21040428.
Anxiety, insomnia, and physical activity (PA) are interrelated, but the bi-directional relationships between these three variables are not well understood. Less is known of these relationships in settings of disrupted daily activities and acute stress. This study aimed to characterize and examine relationships between insomnia, anxiety, and PA throughout the first year of the COVID-19 pandemic, when many lifestyle behaviors were disrupted.
Participants comprised a convenience sample of 204 adults (55.4% female; 43.85 ± 15.85 years old) who completed the Generalized Anxiety Disorder Questionnaire (GAD-7), Insomnia Severity Index (ISI), and the International Physical Activity Questionnaire (IPAQ) at three time points through the first year of the COVID-19 pandemic. A cross-lagged panel model was used to evaluate these variables' concurrent, autoregressive, and cross-lagged relationships across time. Follow-up dynamic panel modeling using maximum likelihood and structural equation modeling was employed.
Approximately 64% of participants reported their work/occupation as affected by the pandemic. At baseline, associations between anxiety and insomnia were observed (β-coefficient: 15.87; < 0.001). Insomnia was a positive future predictor of anxiety (ISI time point 2: 7.9 ± 5.6 points; GAD-7 at time point 3: 4.1 ± 4.2 points; β-coefficient: 0.16; < 0.01). No associations were observed between PA and anxiety or insomnia (all > 0.05).
Insomnia and anxiety were interrelated, and effects were cross-lagged. These data can inform future work focused on improving anxiety in settings of acute stress and disruptions to daily life, such as changes in occupational structure and stability. Specifically, targeting sleep parameters may be of interest to elicit downstream positive health behaviors.
焦虑、失眠和身体活动(PA)相互关联,但这三个变量之间的双向关系尚未得到充分理解。在日常活动中断和急性应激的情况下,对这些关系的了解更少。本研究旨在描述和检验在2019年冠状病毒病(COVID-19)大流行的第一年,当许多生活方式行为被打乱时,失眠、焦虑和PA之间的关系。
参与者为204名成年人的便利样本(55.4%为女性;43.85±15.85岁),他们在COVID-19大流行的第一年通过三个时间点完成了广泛性焦虑障碍问卷(GAD-7)、失眠严重程度指数(ISI)和国际身体活动问卷(IPAQ)。采用交叉滞后面板模型来评估这些变量随时间的同时性、自回归和交叉滞后关系。采用最大似然法和结构方程模型进行后续动态面板建模。
约64%的参与者报告其工作/职业受到大流行的影响。在基线时,观察到焦虑与失眠之间存在关联(β系数:15.87;<0.001)。失眠是焦虑的一个积极的未来预测因素(ISI时间点2:7.9±5.6分;GAD-7时间点3:4.1±4.2分;β系数:0.16;<0.01)。未观察到PA与焦虑或失眠之间存在关联(所有P>0.05)。
失眠和焦虑相互关联,且存在交叉滞后效应。这些数据可为未来致力于改善急性应激和日常生活中断情况下(如职业结构和稳定性变化)的焦虑状况的工作提供参考。具体而言,针对睡眠参数可能有助于引发下游积极的健康行为。