TY - JOUR
T1 - How to control the spatiotemporal spread of Omicron in the region with low vaccination rates
AU - Tong, Chengzhuo
AU - Shi, Zhicheng
AU - Shi, Wenzhong
AU - Zhang, Anshu
N1 - Funding Information:
This study was supported by the National Key R&D Program of China (2019YFB2103102), Hong Kong Research Grants Council (C5079-21G), and Otto Poon Charitable Foundation Smart Cities Research Institute, the Hong Kong Polytechnic University (Work Program: CD03).
Publisher Copyright:
Copyright © 2022 Tong, Shi, Shi and Zhang.
PY - 2022/12/22
Y1 - 2022/12/22
N2 - Currently, finding ways to effectively control the spread of Omicron in regions with low vaccination rates is an urgent issue. In this study, we use a district-level model for predicting the COVID-19 symptom onset risk to explore and control the whole process of spread of Omicron in South Africa at a finer spatial scale. We found that in the early stage of the accelerated spread, Omicron spreads rapidly from the districts at the center of human mobility to other important districts of the human mobility network and its peripheral districts. In the subsequent diffusion–contraction stage, Omicron rapidly spreads to districts with low human mobility and then mainly contracts to districts with the highest human mobility. We found that increasing daily vaccination rates 10 times mainly reduced the symptom onset risk in remote areas with low human mobility. Implementing Alert Level 5 in the three districts at the epicenter, and Alert Level 1 in the remaining 49 districts, the spatial spread related to human mobility was effectively restricted, and the daily onset risk in districts with high human mobility also decreased by 20–80%.
AB - Currently, finding ways to effectively control the spread of Omicron in regions with low vaccination rates is an urgent issue. In this study, we use a district-level model for predicting the COVID-19 symptom onset risk to explore and control the whole process of spread of Omicron in South Africa at a finer spatial scale. We found that in the early stage of the accelerated spread, Omicron spreads rapidly from the districts at the center of human mobility to other important districts of the human mobility network and its peripheral districts. In the subsequent diffusion–contraction stage, Omicron rapidly spreads to districts with low human mobility and then mainly contracts to districts with the highest human mobility. We found that increasing daily vaccination rates 10 times mainly reduced the symptom onset risk in remote areas with low human mobility. Implementing Alert Level 5 in the three districts at the epicenter, and Alert Level 1 in the remaining 49 districts, the spatial spread related to human mobility was effectively restricted, and the daily onset risk in districts with high human mobility also decreased by 20–80%.
KW - COVID-19 symptom onset risk
KW - Omicron
KW - precise control
KW - spatiotemporal prediction
KW - vaccination rate
UR - http://www.scopus.com/inward/record.url?scp=85145739962&partnerID=8YFLogxK
U2 - 10.3389/fpubh.2022.959076
DO - 10.3389/fpubh.2022.959076
M3 - Journal article
C2 - 36620235
AN - SCOPUS:85145739962
SN - 2296-2565
VL - 10
JO - Frontiers in Public Health
JF - Frontiers in Public Health
M1 - 959076
ER -