The effect of human mobility and control measures on the COVID-19 epidemic in China

Moritz U. G. Kraemer(Boston Children's Hospital), Chia-Hung Yang(Northeastern University), Bernardo Gutiérrez(University of Oxford), Chieh‐Hsi Wu(University of Southampton), Brennan Klein(Northeastern University), David M. Pigott(Institute for Health Metrics and Evaluation), Open COVID-19 Data Working Group(University of Oxford), Louis du Plessis(University of Oxford), Nuno R. Faria(Harvard University), Ruoran Li(Harvard University), William P. Hanage(Boston Children's Hospital), John S. Brownstein(Boston Children's Hospital), Maylis Layan(Northeastern University), Alessandro Vespignani(Northeastern University), Huaiyu Tian(Beijing Normal University), Christopher Dye(Royal Veterinary College), Oliver G. Pybus(Northeastern University), Samuel V. Scarpino(Northeastern University)
Science
March 25, 2020
Cited by 3,083Open Access
Full Text

Abstract

The ongoing coronavirus disease 2019 (COVID-19) outbreak expanded rapidly throughout China. Major behavioral, clinical, and state interventions were undertaken to mitigate the epidemic and prevent the persistence of the virus in human populations in China and worldwide. It remains unclear how these unprecedented interventions, including travel restrictions, affected COVID-19 spread in China. We used real-time mobility data from Wuhan and detailed case data including travel history to elucidate the role of case importation in transmission in cities across China and to ascertain the impact of control measures. Early on, the spatial distribution of COVID-19 cases in China was explained well by human mobility data. After the implementation of control measures, this correlation dropped and growth rates became negative in most locations, although shifts in the demographics of reported cases were still indicative of local chains of transmission outside of Wuhan. This study shows that the drastic control measures implemented in China substantially mitigated the spread of COVID-19.


Related Papers

No related papers found

Powered by citation graph analysis