Evidence of initial success for China exiting COVID-19 social distancing policy after achieving containment

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Evidence of initial success for China exiting COVID-19 social distancing policy after achieving containment. / Ainslie, Kylie E.C.; Walters, Caroline E.; Fu, Han; Bhatia, Sangeeta; Wang, Haowei; Xi, Xiaoyue; Baguelin, Marc; Bhatt, Samir; Boonyasiri, Adhiratha; Boyd, Olivia; Cattarino, Lorenzo; Ciavarella, Constanze; Cucunuba, Zulma; Cuomo-Dannenburg, Gina; Dighe, Amy; Dorigatti, Ilaria; van Elsland, Sabine L.; John, Rich Fitz; Gaythorpe, Katy; Ghani, Azra C.; Green, Will; Hamlet, Arran; Hinsley, Wes; Imai, Natsuko; Jørgensen, David; Knock, Edward; Laydon, Daniel; Nedjati-Gilani, Gemma; Okell, Lucy C.; Siveroni, Igor; Thompson, Hayley A.; Unwin, H. Juliette T.; Verity, Robert; Vollmer, Michaela; Walker, Patrick G.T.; Wang, Yuanrong; Watson, Oliver J.; Whittaker, Charles; Winskill, Peter; Donnelly, Christl A.; Ferguson, Neil M.; Riley, Steven.

I: Wellcome Open Research, Bind 5, 2021, s. 1-14.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

Harvard

Ainslie, KEC, Walters, CE, Fu, H, Bhatia, S, Wang, H, Xi, X, Baguelin, M, Bhatt, S, Boonyasiri, A, Boyd, O, Cattarino, L, Ciavarella, C, Cucunuba, Z, Cuomo-Dannenburg, G, Dighe, A, Dorigatti, I, van Elsland, SL, John, RF, Gaythorpe, K, Ghani, AC, Green, W, Hamlet, A, Hinsley, W, Imai, N, Jørgensen, D, Knock, E, Laydon, D, Nedjati-Gilani, G, Okell, LC, Siveroni, I, Thompson, HA, Unwin, HJT, Verity, R, Vollmer, M, Walker, PGT, Wang, Y, Watson, OJ, Whittaker, C, Winskill, P, Donnelly, CA, Ferguson, NM & Riley, S 2021, 'Evidence of initial success for China exiting COVID-19 social distancing policy after achieving containment', Wellcome Open Research, bind 5, s. 1-14. https://doi.org/10.12688/wellcomeopenres.15843.2

APA

Ainslie, K. E. C., Walters, C. E., Fu, H., Bhatia, S., Wang, H., Xi, X., Baguelin, M., Bhatt, S., Boonyasiri, A., Boyd, O., Cattarino, L., Ciavarella, C., Cucunuba, Z., Cuomo-Dannenburg, G., Dighe, A., Dorigatti, I., van Elsland, S. L., John, R. F., Gaythorpe, K., ... Riley, S. (2021). Evidence of initial success for China exiting COVID-19 social distancing policy after achieving containment. Wellcome Open Research, 5, 1-14. https://doi.org/10.12688/wellcomeopenres.15843.2

Vancouver

Ainslie KEC, Walters CE, Fu H, Bhatia S, Wang H, Xi X o.a. Evidence of initial success for China exiting COVID-19 social distancing policy after achieving containment. Wellcome Open Research. 2021;5:1-14. https://doi.org/10.12688/wellcomeopenres.15843.2

Author

Ainslie, Kylie E.C. ; Walters, Caroline E. ; Fu, Han ; Bhatia, Sangeeta ; Wang, Haowei ; Xi, Xiaoyue ; Baguelin, Marc ; Bhatt, Samir ; Boonyasiri, Adhiratha ; Boyd, Olivia ; Cattarino, Lorenzo ; Ciavarella, Constanze ; Cucunuba, Zulma ; Cuomo-Dannenburg, Gina ; Dighe, Amy ; Dorigatti, Ilaria ; van Elsland, Sabine L. ; John, Rich Fitz ; Gaythorpe, Katy ; Ghani, Azra C. ; Green, Will ; Hamlet, Arran ; Hinsley, Wes ; Imai, Natsuko ; Jørgensen, David ; Knock, Edward ; Laydon, Daniel ; Nedjati-Gilani, Gemma ; Okell, Lucy C. ; Siveroni, Igor ; Thompson, Hayley A. ; Unwin, H. Juliette T. ; Verity, Robert ; Vollmer, Michaela ; Walker, Patrick G.T. ; Wang, Yuanrong ; Watson, Oliver J. ; Whittaker, Charles ; Winskill, Peter ; Donnelly, Christl A. ; Ferguson, Neil M. ; Riley, Steven. / Evidence of initial success for China exiting COVID-19 social distancing policy after achieving containment. I: Wellcome Open Research. 2021 ; Bind 5. s. 1-14.

Bibtex

@article{ff8a8694eb9447d29deba12bccd12f1e,
title = "Evidence of initial success for China exiting COVID-19 social distancing policy after achieving containment",
abstract = "Background: The COVID-19 epidemic was declared a Global Pandemic by WHO on 11 March 2020. By 24 March 2020, over 440,000 cases and almost 20,000 deaths had been reported worldwide. In response to the fast-growing epidemic, which began in the Chinese city of Wuhan, Hubei, China imposed strict social distancing in Wuhan on 23 January 2020 followed closely by similar measures in other provinces. These interventions have impacted economic productivity in China, and the ability of the Chinese economy to resume without restarting the epidemic was not clear. Methods: Using daily reported cases from mainland China and Hong Kong SAR, we estimated transmissibility over time and compared it to daily within-city movement, as a proxy for economic activity. Results: Initially, within-city movement and transmission were very strongly correlated in the five mainland provinces most affected by the epidemic and Beijing. However, that correlation decreased rapidly after the initial sharp fall in transmissibility. In general, towards the end of the study period, the correlation was no longer apparent, despite substantial increases in within-city movement. A similar analysis for Hong Kong shows that intermediate levels of local activity were maintained while avoiding a large outbreak. At the very end of the study period, when China began to experience the re-introduction of a small number of cases from Europe and the United States, there is an apparent up-tick in transmission. Conclusions: Although these results do not preclude future substantial increases in incidence, they suggest that after very intense social distancing (which resulted in containment), China successfully exited its lockdown to some degree. Elsewhere, movement data are being used as proxies for economic activity to assess the impact of interventions. The results presented here illustrate how the eventual decorrelation between transmission and movement is likely a key feature of successful COVID-19 exit strategies.",
keywords = "COVID-19, exit strategy, social distancing, transmission",
author = "Ainslie, {Kylie E.C.} and Walters, {Caroline E.} and Han Fu and Sangeeta Bhatia and Haowei Wang and Xiaoyue Xi and Marc Baguelin and Samir Bhatt and Adhiratha Boonyasiri and Olivia Boyd and Lorenzo Cattarino and Constanze Ciavarella and Zulma Cucunuba and Gina Cuomo-Dannenburg and Amy Dighe and Ilaria Dorigatti and {van Elsland}, {Sabine L.} and John, {Rich Fitz} and Katy Gaythorpe and Ghani, {Azra C.} and Will Green and Arran Hamlet and Wes Hinsley and Natsuko Imai and David J{\o}rgensen and Edward Knock and Daniel Laydon and Gemma Nedjati-Gilani and Okell, {Lucy C.} and Igor Siveroni and Thompson, {Hayley A.} and Unwin, {H. Juliette T.} and Robert Verity and Michaela Vollmer and Walker, {Patrick G.T.} and Yuanrong Wang and Watson, {Oliver J.} and Charles Whittaker and Peter Winskill and Donnelly, {Christl A.} and Ferguson, {Neil M.} and Steven Riley",
note = "Publisher Copyright: {\textcopyright} 2020. Ainslie KEC et al.",
year = "2021",
doi = "10.12688/wellcomeopenres.15843.2",
language = "English",
volume = "5",
pages = "1--14",
journal = "Wellcome Open Research",
issn = "2398-502X",
publisher = "F1000 Research Ltd.",

}

RIS

TY - JOUR

T1 - Evidence of initial success for China exiting COVID-19 social distancing policy after achieving containment

AU - Ainslie, Kylie E.C.

AU - Walters, Caroline E.

AU - Fu, Han

AU - Bhatia, Sangeeta

AU - Wang, Haowei

AU - Xi, Xiaoyue

AU - Baguelin, Marc

AU - Bhatt, Samir

AU - Boonyasiri, Adhiratha

AU - Boyd, Olivia

AU - Cattarino, Lorenzo

AU - Ciavarella, Constanze

AU - Cucunuba, Zulma

AU - Cuomo-Dannenburg, Gina

AU - Dighe, Amy

AU - Dorigatti, Ilaria

AU - van Elsland, Sabine L.

AU - John, Rich Fitz

AU - Gaythorpe, Katy

AU - Ghani, Azra C.

AU - Green, Will

AU - Hamlet, Arran

AU - Hinsley, Wes

AU - Imai, Natsuko

AU - Jørgensen, David

AU - Knock, Edward

AU - Laydon, Daniel

AU - Nedjati-Gilani, Gemma

AU - Okell, Lucy C.

AU - Siveroni, Igor

AU - Thompson, Hayley A.

AU - Unwin, H. Juliette T.

AU - Verity, Robert

AU - Vollmer, Michaela

AU - Walker, Patrick G.T.

AU - Wang, Yuanrong

AU - Watson, Oliver J.

AU - Whittaker, Charles

AU - Winskill, Peter

AU - Donnelly, Christl A.

AU - Ferguson, Neil M.

AU - Riley, Steven

N1 - Publisher Copyright: © 2020. Ainslie KEC et al.

PY - 2021

Y1 - 2021

N2 - Background: The COVID-19 epidemic was declared a Global Pandemic by WHO on 11 March 2020. By 24 March 2020, over 440,000 cases and almost 20,000 deaths had been reported worldwide. In response to the fast-growing epidemic, which began in the Chinese city of Wuhan, Hubei, China imposed strict social distancing in Wuhan on 23 January 2020 followed closely by similar measures in other provinces. These interventions have impacted economic productivity in China, and the ability of the Chinese economy to resume without restarting the epidemic was not clear. Methods: Using daily reported cases from mainland China and Hong Kong SAR, we estimated transmissibility over time and compared it to daily within-city movement, as a proxy for economic activity. Results: Initially, within-city movement and transmission were very strongly correlated in the five mainland provinces most affected by the epidemic and Beijing. However, that correlation decreased rapidly after the initial sharp fall in transmissibility. In general, towards the end of the study period, the correlation was no longer apparent, despite substantial increases in within-city movement. A similar analysis for Hong Kong shows that intermediate levels of local activity were maintained while avoiding a large outbreak. At the very end of the study period, when China began to experience the re-introduction of a small number of cases from Europe and the United States, there is an apparent up-tick in transmission. Conclusions: Although these results do not preclude future substantial increases in incidence, they suggest that after very intense social distancing (which resulted in containment), China successfully exited its lockdown to some degree. Elsewhere, movement data are being used as proxies for economic activity to assess the impact of interventions. The results presented here illustrate how the eventual decorrelation between transmission and movement is likely a key feature of successful COVID-19 exit strategies.

AB - Background: The COVID-19 epidemic was declared a Global Pandemic by WHO on 11 March 2020. By 24 March 2020, over 440,000 cases and almost 20,000 deaths had been reported worldwide. In response to the fast-growing epidemic, which began in the Chinese city of Wuhan, Hubei, China imposed strict social distancing in Wuhan on 23 January 2020 followed closely by similar measures in other provinces. These interventions have impacted economic productivity in China, and the ability of the Chinese economy to resume without restarting the epidemic was not clear. Methods: Using daily reported cases from mainland China and Hong Kong SAR, we estimated transmissibility over time and compared it to daily within-city movement, as a proxy for economic activity. Results: Initially, within-city movement and transmission were very strongly correlated in the five mainland provinces most affected by the epidemic and Beijing. However, that correlation decreased rapidly after the initial sharp fall in transmissibility. In general, towards the end of the study period, the correlation was no longer apparent, despite substantial increases in within-city movement. A similar analysis for Hong Kong shows that intermediate levels of local activity were maintained while avoiding a large outbreak. At the very end of the study period, when China began to experience the re-introduction of a small number of cases from Europe and the United States, there is an apparent up-tick in transmission. Conclusions: Although these results do not preclude future substantial increases in incidence, they suggest that after very intense social distancing (which resulted in containment), China successfully exited its lockdown to some degree. Elsewhere, movement data are being used as proxies for economic activity to assess the impact of interventions. The results presented here illustrate how the eventual decorrelation between transmission and movement is likely a key feature of successful COVID-19 exit strategies.

KW - COVID-19

KW - exit strategy

KW - social distancing

KW - transmission

U2 - 10.12688/wellcomeopenres.15843.2

DO - 10.12688/wellcomeopenres.15843.2

M3 - Journal article

C2 - 32500100

AN - SCOPUS:85117335655

VL - 5

SP - 1

EP - 14

JO - Wellcome Open Research

JF - Wellcome Open Research

SN - 2398-502X

ER -

ID: 290662831