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新冠疫情期间大学生的心理健康与行为:纵向移动智能手机与生态瞬时评估研究,第二部分

Mental Health and Behavior of College Students During the COVID-19 Pandemic: Longitudinal Mobile Smartphone and Ecological Momentary Assessment Study, Part II.

作者信息

Mack Dante L, DaSilva Alex W, Rogers Courtney, Hedlund Elin, Murphy Eilis I, Vojdanovski Vlado, Plomp Jane, Wang Weichen, Nepal Subigya K, Holtzheimer Paul E, Wagner Dylan D, Jacobson Nicholas C, Meyer Meghan L, Campbell Andrew T, Huckins Jeremy F

机构信息

Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, United States.

Department of Computer Science, Dartmouth College, Hanover, NH, United States.

出版信息

J Med Internet Res. 2021 Jun 4;23(6):e28892. doi: 10.2196/28892.

Abstract

BACKGROUND

Since late 2019, the lives of people across the globe have been disrupted by COVID-19. Millions of people have become infected with the disease, while billions of people have been continually asked or required by local and national governments to change their behavioral patterns. Previous research on the COVID-19 pandemic suggests that it is associated with large-scale behavioral and mental health changes; however, few studies have been able to track these changes with frequent, near real-time sampling or compare these changes to previous years of data for the same individuals.

OBJECTIVE

By combining mobile phone sensing and self-reported mental health data in a cohort of college-aged students enrolled in a longitudinal study, we seek to understand the behavioral and mental health impacts associated with the COVID-19 pandemic, measured by interest across the United States in the search terms coronavirus and COVID fatigue.

METHODS

Behaviors such as the number of locations visited, distance traveled, duration of phone use, number of phone unlocks, sleep duration, and sedentary time were measured using the StudentLife mobile smartphone sensing app. Depression and anxiety were assessed using weekly self-reported ecological momentary assessments, including the Patient Health Questionnaire-4. The participants were 217 undergraduate students. Differences in behaviors and self-reported mental health collected during the Spring 2020 term, as compared to previous terms in the same cohort, were modeled using mixed linear models.

RESULTS

Linear mixed models demonstrated differences in phone use, sleep, sedentary time and number of locations visited associated with the COVID-19 pandemic. In further models, these behaviors were strongly associated with increased interest in COVID fatigue. When mental health metrics (eg, depression and anxiety) were added to the previous measures (week of term, number of locations visited, phone use, sedentary time), both anxiety and depression (P<.001) were significantly associated with interest in COVID fatigue. Notably, these behavioral and mental health changes are consistent with those observed around the initial implementation of COVID-19 lockdowns in the spring of 2020.

CONCLUSIONS

In the initial lockdown phase of the COVID-19 pandemic, people spent more time on their phones, were more sedentary, visited fewer locations, and exhibited increased symptoms of anxiety and depression. As the pandemic persisted through the spring, people continued to exhibit very similar changes in both mental health and behaviors. Although these large-scale shifts in mental health and behaviors are unsurprising, understanding them is critical in disrupting the negative consequences to mental health during the ongoing pandemic.

摘要

背景

自2019年末以来,全球人民的生活都受到了新冠疫情的干扰。数百万人感染了这种疾病,而数十亿人不断被地方和国家政府要求改变他们的行为模式。此前关于新冠疫情的研究表明,它与大规模的行为和心理健康变化有关;然而,很少有研究能够通过频繁的近实时抽样来追踪这些变化,或将这些变化与同一些个体前几年的数据进行比较。

目的

通过在一项纵向研究中纳入的一群大学生中结合手机传感数据和自我报告的心理健康数据,我们试图了解与新冠疫情相关的行为和心理健康影响,以美国对搜索词“冠状病毒”和“新冠疲劳”的关注度来衡量。

方法

使用“学生生活”移动智能手机传感应用程序测量诸如访问地点数量、行进距离、手机使用时长、手机解锁次数、睡眠时间和久坐时间等行为。使用包括患者健康问卷-4在内的每周自我报告的生态瞬时评估来评估抑郁和焦虑。参与者为217名本科生。使用混合线性模型对2020年春季学期收集的行为和自我报告的心理健康与同一队列中之前学期相比的差异进行建模。

结果

线性混合模型显示了与新冠疫情相关的手机使用、睡眠、久坐时间和访问地点数量的差异。在进一步的模型中,这些行为与对新冠疲劳的兴趣增加密切相关。当将心理健康指标(如抑郁和焦虑)添加到先前的测量指标(学期周数、访问地点数量、手机使用、久坐时间)中时,焦虑和抑郁(P<0.001)均与对新冠疲劳的兴趣显著相关。值得注意的是,这些行为和心理健康变化与2020年春季新冠疫情封锁措施最初实施时观察到的变化一致。

结论

在新冠疫情的最初封锁阶段,人们花更多时间在手机上,久坐时间增加,访问地点减少,焦虑和抑郁症状有所加重。随着疫情在春季持续,人们在心理健康和行为方面继续表现出非常相似的变化。尽管这些心理健康和行为的大规模转变并不令人意外,但了解它们对于在持续的疫情期间消除对心理健康的负面影响至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/060f/8183598/216fcfba8049/jmir_v23i6e28892_fig1.jpg

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