The Effects of COVID-19 Lockdown on Bodyweight Status and Lifestyle Behaviors Among US Adults: Evidence from the Behavioral Risk Factor Surveillance System 2018-2020

Jaesang Sung, W. Davis, Qihua Qiu
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引用次数: 1

Abstract

The COVID-19 pandemic has impacted the lives of individuals living in the U.S. in a variety of ways. The combination of various effects caused by the pandemic and social distancing measures (SDMs) are likely to jointly determine individual health outcomes like body weight during the pandemic. In this paper, we use data from the 2018-2020 waves of the Behavioral Risk Factor Surveillance System (BRFSS) to estimate the COVID-19 pandemic’s effect on Body Mass Index (BMI) and the probability of obesity among adults living in the U.S. We use the introduction of initial COVID-19 lockdown as an indicator of when individuals’ lifestyles were likely changed by the pandemic, controlling for indicators of the economy reopening post-initial-lockdown, the contemporaneous presence of other social distancing measures, and the state COVID-19 cases per 1000 individuals. We estimate the overall effects of interest within a difference-in-differences (DID) framework, relying on the plausibly exogenous timing of COVID-19 lockdown initiation. We find a statistically significant association between the COVID-19 lockdown and body weight, with the initial lockdown leading to a 0.18 unit increase in BMI and 1.4 percentage point increase in the probability of obesity. Results for an event study suggest that adults experienced a temporary decrease in body weight in the first month of lockdown, then an increase in body weight as the time since lockdown progressed. Our findings are robust to a variety of sensitivity analysis and falsification tests. We find that COVID-19 lockdown’s effects on body weight was larger and more stable among men, non-white adults, individuals with lower levels of educational attainment, and adults living in more densely populated states. Analyzing the potential mechanisms driving our effects, while we did not find significant effects of COVID-19 on BRFSS-defined variables such as physical activity and mentally unhealthy days, we find that COVID-19 potentially impacted adult diets with increases in Google search intensity for the terms of food delivery and some specific high calorie foods. Similarly, we find that individuals may have engaged in more sedentary behaviors during the pandemic as implied by increased Google search intensity for most major video streaming platforms. Our study provides valuable results for researchers, policy makers, and other interested stakeholders concerned with the pandemic’s potential impacts on body weight.
COVID-19封锁对美国成年人体重状况和生活方式行为的影响:来自2018-2020年行为风险因素监测系统的证据
COVID-19大流行以各种方式影响了生活在美国的个人的生活。大流行和社会距离措施(SDMs)造成的各种影响可能共同决定大流行期间的体重等个人健康结果。在本文中,我们使用行为风险因素监测系统(BRFSS) 2018-2020年的数据来估计COVID-19大流行对美国成年人体重指数(BMI)和肥胖概率的影响。我们使用COVID-19最初封锁的引入作为个人生活方式何时可能被大流行改变的指标,控制经济在最初封锁后重新开放的指标。同时是否存在其他社会距离措施,以及该州每1000人的COVID-19病例数。我们根据COVID-19封锁启动的合理外生时间,在差异中差异(DID)框架内估计兴趣的总体影响。我们发现COVID-19封锁与体重之间存在统计学上显著的关联,最初的封锁导致BMI增加0.18个单位,肥胖概率增加1.4个百分点。一项事件研究的结果表明,成年人在封锁的第一个月体重暂时下降,然后随着封锁时间的推移体重增加。我们的发现是稳健的各种敏感性分析和证伪检验。我们发现,COVID-19封锁对体重的影响在男性、非白人成年人、受教育程度较低的个人以及生活在人口稠密州的成年人中更大、更稳定。分析了驱动我们研究结果的潜在机制,虽然我们没有发现COVID-19对brfss定义的变量(如身体活动和心理不健康天数)有显著影响,但我们发现,随着谷歌对食品配送和某些特定高热量食品的搜索强度增加,COVID-19可能会影响成人的饮食。同样,我们发现,在疫情期间,人们可能会有更多的久坐行为,这一点从大多数主要视频流媒体平台的谷歌搜索强度增加中可以看出。我们的研究为研究人员、政策制定者和其他关心大流行对体重的潜在影响的利益攸关方提供了有价值的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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