论文标题
城市出埃及记?使用Facebook数据了解英国的人类流动性
Urban Exodus? Understanding Human Mobility in Britain During the COVID-19 Pandemic Using Facebook Data
论文作者
论文摘要
现有的经验工作重点是评估非药物干预对人类流动性的有效性,以遏制Covid-19的传播。关于199年大流行的方式重塑国家内人口运动的空间模式的方式知之甚少。在整个西方社会的大流行期间,出现了从大城市到农村地区的城市出埃及城的轶事证据。然而,这些主张尚未得到经验评估。传统的数据源(例如人口普查)提供了粗略的时间频率,可以在短时间内分析人口的运动。利用Facebook用户的2100万观察数据集,我们旨在分析在2020年3月至2021年8月的18个月中,英国农村连续体的人口运动的变化程度和演变。我们的发现显示了在高度严格的高度范围内的整体人口流动,并持续了大多数人口,并显示了大多数人口的整体人口流动,并保持了较高的大量范围。在这些时期,我们还发现了从高度密集的人口区域到人口稠密的地区的流动性高于平均水平的证据,为大城市大规模人口运动的主张提供了一些支持。但是,我们表明这些趋势是暂时的。放松非药物干预措施后,总体迁移率水平又回到了前脊骨病毒水平。在这些干预措施之后,我们还发现,向低密度区域的运动减少了,并且迁移到高密度聚集的迁移率上升。总体而言,这些发现表明,尽管共证19产生了冲击波,导致英国人口运动模式的暂时变化,但所产生的振动并未显着重塑民族人口运动模式中普遍的结构。
Existing empirical work has focused on assessing the effectiveness of non-pharmaceutical interventions on human mobility to contain the spread of COVID-19. Less is known about the ways in which the COVID-19 pandemic has reshaped the spatial patterns of population movement within countries. Anecdotal evidence of an urban exodus from large cities to rural areas emerged during early phases of the pandemic across western societies. Yet, these claims have not been empirically assessed. Traditional data sources, such as censuses offer coarse temporal frequency to analyse population movement over short-time intervals. Drawing on a data set of 21 million observations from Facebook users, we aim to analyse the extent and evolution of changes in the spatial patterns of population movement across the rural-urban continuum in Britain over an 18-month period from March, 2020 to August, 2021. Our findings show an overall and sustained decline in population movement during periods of high stringency measures, with the most densely populated areas reporting the largest reductions. During these periods, we also find evidence of higher-than-average mobility from highly dense population areas to low densely populated areas, lending some support to claims of large-scale population movements from large cities. Yet, we show that these trends were temporary. Overall mobility levels trended back to pre-coronavirus levels after the easing of non-pharmaceutical interventions. Following these interventions, we also found a reduction in movement to low density areas and a rise in mobility to high density agglomerations. Overall, these findings reveal that while COVID-19 generated shock waves leading to temporary changes in the patterns of population movement in Britain, the resulting vibrations have not significantly reshaped the prevalent structures in the national pattern of population movement.