《JUE Insight: Measuring movement and social contact with smartphone data: a real-time application to COVID-19》

打印
作者
Victor Couture;Jonathan I. Dingel;Allison Green;Jessie Handbury;Kevin R. Williams
来源
来源 JOURNAL OF URBAN ECONOMICS,Vol.127,P.
语言
英文
关键字
C8;R1;R4
作者单位
University of British Columbia, Canada;University of Chicago Booth School of Business, NBER, and CEPR, USA;Princeton University, USA;University of Pennsylvania and NBER, USA;Yale School of Management and NBER, USA;University of British Columbia, Canada;University of Chicago Booth School of Business, NBER, and CEPR, USA;Princeton University, USA;University of Pennsylvania and NBER, USA;Yale School of Management and NBER, USA
摘要
Tracking human activity in real time and at fine spatial scale is particularly valuable during episodes such as the COVID-19 pandemic. In this paper, we discuss the suitability of smartphone data for quantifying movement and social contact. These data cover broad sections of the US population and exhibit pre-pandemic patterns similar to conventional survey data. We develop and make publicly available a location exposure index that summarizes county-to-county movements and a device exposure index that quantifies social contact within venues. We also investigate the reliability of smartphone movement data during the pandemic.