论文标题
联想19期间的全球趋势和面罩使用的预测指标
Global Trends and Predictors of Face Mask Usage During the COVID-19 Pandemic
论文作者
论文摘要
背景:与面具相关的公共卫生当局的指南和建议对于包含19日大流行至关重要。我们评估了大流行期间面具使用的患病率和相关性。 方法:我们在38个国家 /地区对每日横截面代表在线调查进行了13,723,810个回应,这些国家从2020年4月23日至2020年10月31日完成,并报告在过去七天中至少在公共场所进行了一次公开。结果是在公共环境中的个人面膜使用情况,预测因素是国家固定效果,国家层面的掩护严格性,日历时间,个人社会人口统计学因素和健康预防行为。使用调查加权多变量逻辑回归对关联进行建模。 调查结果:戴面具随着时间的流逝和整个38个国家 /地区的变化。尽管某些国家在整个过程中始终显示出较高的流行率,但在其他国家,掩盖了使用逐渐增加,而其他一些国家的使用率仍处于较低的流行率。控制时间和国家的固定效果,社会人口统计学因素(年龄较大,性别,教育,城市化)和与面具相关的政策更加与公共场所中的较高面具使用显着相关,而在大流行中,社会行为被认为是风险的,在大流行中(去参加大型活动,餐馆,购物中心,餐馆,社交和较低的家庭)与较少的使用相关。 解释:决定在公共环境中戴口罩的决定与社会人口统计学因素,危险的社会行为和面具政策显着相关。这对预防健康政策和消息传递具有重要意义,包括对更有针对性的政策和消息设计设计的潜在需求。
Background: Guidelines and recommendations from public health authorities related to face masks have been essential in containing the COVID-19 pandemic. We assessed the prevalence and correlates of mask usage during the pandemic. Methods: We examined a total of 13,723,810 responses to a daily cross-sectional representative online survey in 38 countries who completed from April 23, 2020 to October 31, 2020 and reported having been in public at least once during the last seven days. The outcome was individual face mask usage in public settings, and the predictors were country fixed effects, country-level mask policy stringency, calendar time, individual sociodemographic factors, and health prevention behaviors. Associations were modelled using survey-weighted multivariable logistic regression. Findings: Mask-wearing varied over time and across the 38 countries. While some countries consistently showed high prevalence throughout, in other countries mask usage increased gradually, and a few other countries remained at low prevalence. Controlling for time and country fixed effects, sociodemographic factors (older age, female gender, education, urbanicity) and stricter mask-related policies were significantly associated with higher mask usage in public settings, while social behaviors considered risky in the context of the pandemic (going out to large events, restaurants, shopping centers, and socializing outside of the household) were associated with lower mask use. Interpretation: The decision to wear a face mask in public settings is significantly associated with sociodemographic factors, risky social behaviors, and mask policies. This has important implications for health prevention policies and messaging, including the potential need for more targeted policy and messaging design.