Silverio-Murillo Adan, Hoehn-Velasco Lauren, Rodriguez Tirado Abel, Balmori de la Miyar Jose Roberto
School of Government, Tecnologico de Monterrey, Mexico.
Andrew Young School of Policy Studies, Georgia State University, USA.
Soc Sci Med. 2021 Jul;281:114040. doi: 10.1016/j.socscimed.2021.114040. Epub 2021 May 25.
Stress process theory considers that actual and perceived isolation, caused by mobility restrictions from attempted containment of the COVID-19 pandemic, deteriorates mental health.
We examine the relationship between the COVID-19 lockdowns and mental health-related Google searches in 11 Latin American countries. We include the following countries: Argentina, Bolivia, Chile, Colombia, Ecuador, Guatemala, Honduras, Mexico, Paraguay, Peru, and Uruguay. We also explore how changes in search patterns relate to income support policies and to COVID-19 death rates.
Using Google Trends data and an event-study design, as well as a difference-in-differences analysis, we investigate the association between country specific stay-at-home orders and internet searches including the following words: insomnia, stress, anxiety, sadness, depression, and suicide.
We find three main patterns. First, searches for insomnia peak but then decline. Second, searches for stress, anxiety, and sadness increase and remain high throughout the lockdown. Third, there is no substantial change in depression-related or suicide-related searches after the lockdown. In terms of potential mechanisms, our results suggest that searches declined for suicide and insomnia following the passage of each country's income support, while in countries with higher COVID-19-related death rates, searches for insomnia, stress, and anxiety increased by more.
Our results suggest that, in Latin America, Google searches for words associated with mild mental health disorders increased during the COVID-19 stay-at-home orders. Nonetheless, these conclusions should not be construed as a general population mental health deterioration, as we cannot verify that search indicators are accurately related to the users' current feelings and behaviors, and as internet users may not be representative of the population in this region.
压力过程理论认为,为遏制新冠疫情而实施的流动限制所导致的实际隔离和感知到的隔离会损害心理健康。
我们研究了11个拉丁美洲国家新冠疫情封锁措施与心理健康相关谷歌搜索量之间的关系。这些国家包括:阿根廷、玻利维亚、智利、哥伦比亚、厄瓜多尔、危地马拉、洪都拉斯、墨西哥、巴拉圭、秘鲁和乌拉圭。我们还探讨了搜索模式的变化与收入支持政策以及新冠死亡率之间的关系。
利用谷歌趋势数据、事件研究设计以及双重差分分析,我们调查了各国居家令与包括以下词汇的互联网搜索之间的关联:失眠、压力、焦虑、悲伤、抑郁和自杀。
我们发现了三种主要模式。第一,失眠相关搜索量先达到峰值,然后下降。第二,压力、焦虑和悲伤相关搜索量增加,并在整个封锁期间保持高位。第三,封锁后抑郁相关或自杀相关搜索量没有实质性变化。在潜在机制方面,我们的结果表明,各国通过收入支持政策后,自杀和失眠相关搜索量下降,而在新冠死亡率较高的国家,失眠、压力和焦虑相关搜索量增加得更多。
我们的结果表明,在拉丁美洲,新冠疫情居家令期间,与轻度心理健康障碍相关词汇的谷歌搜索量有所增加。然而,这些结论不应被解释为总体人群心理健康恶化,因为我们无法证实搜索指标与用户当前的感受和行为准确相关,而且互联网用户可能不代表该地区的人群。