Hearts and Politics: Metrics for Tracking Biorhythm Changes during Brexit and Trump

L. Aiello, D. Quercia, E. Roitmann
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引用次数: 5

Abstract

Our internal experience of time reflects what is going in the world around us. Our body»s natural rhythms get disrupted for a variety of external factors, including exposure to collective events. We collect readings of steps, sleep, and heart rates from 11K users of health tracking devices in London and San Francisco. We introduce measures to quantify changes in not only volume of these three bio-signals (as previous research has done) but also synchronicity and periodicity, and we empirically assess how strong those variations are, compared to random expectation, during four major events: Christmas, New Year»s Eve, Brexit, and the US presidential election of 2016 (Donald Trump»s election). While Christmas and New Year»s eve are associated with short-term effects, Brexit and Trump»s election are associated with longer-term disruptions. Our results promise to inform the design of new ways of monitoring population health at scale.
心脏和政治:追踪英国脱欧和特朗普期间生物节律变化的指标
我们对时间的内在体验反映了我们周围世界正在发生的事情。我们身体的自然节奏会受到各种外部因素的干扰,包括暴露在集体事件中。我们从伦敦和旧金山使用健康跟踪设备的1.1万名用户那里收集步数、睡眠和心率的读数。我们引入了量化这三种生物信号的变化的措施(正如之前的研究所做的那样),而且还有同步性和周期性,我们经验地评估了这些变化在四个主要事件中的强度,与随机预期相比:圣诞节、新年前夕、英国脱欧和2016年美国总统大选(唐纳德·特朗普当选)。虽然圣诞节和新年前夜与短期影响有关,但英国脱欧和特朗普当选则与长期干扰有关。我们的结果有望为大规模监测人口健康的新方法的设计提供信息。
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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